Accounting that runs itself,
proven at enterprise scale.

Comprehensive operational guide for running EliteBooks as a dedicated desktop workstation application on Windows 10/11 and Apple macOS/iOS. EliteBooks implements the modern Progressive Web App (PWA) standard with multi-size icon manifests (192x192, 512x512, 1024x1024 maskable), local caching, and standalone window display. Use Google Chrome to download and install the PWA on Windows PCs with 1-click Start/Taskbar pinning, and use Apple Safari on Macs with native "File > Add to Dock" integration (macOS Sonoma+) and iOS Home Screen web clips. Includes downloadable true binary multi-resolution .ico files (16px to 256px) for Windows Explorer desktop shortcuts and native Apple .icns mipmap containers for macOS Finder and Launchpad.

• Google Chrome for Windows (Recommended): 1-Click desktop PWA install trigger via beforeinstallprompt in Google Chrome, automatically pinning to the Windows Taskbar, Start Menu, and Desktop
• Apple Safari for Mac (Recommended): Step-by-step native Safari 17+ "File > Add to Dock" workflow on macOS Sonoma & Sequoia to run EliteBooks in standalone sandboxed macOS app mode
• Multi-Resolution Windows .ico Binary: Custom binary file with 16, 32, 48, 64, 128, and 256 pixel mipmaps, perfectly compatible with Windows Shortcut Properties ("Change Icon...")
• Native Apple .icns Container: True macOS ICNS container format ready for Finder drag-and-drop customization onto application and folder icons via the "Get Info" (⌘I) window
• iOS & iPadOS Add to Home Screen: Seamless mobile PWA installation via Mobile Safari with native launch screens, offline caching, and gesture support
• Top Header & Settings Access: Easily accessible from any page via the Desktop App button in the top navigation header and Settings > "Desktop App & PWA Icons"
• Zero Browser Chrome Overhead: Removes the URL bar, search inputs, and tabs to maximize vertical real estate for dense general ledger sheets and financial charts

Comprehensive guide to the EliteBooks Receipt Intelligence pipeline. Enables operators and team members to photograph paper receipts using mobile phone cameras or desktop webcams, upload image/PDF files, or drag and drop receipts directly into Expenses or Personal Finances. Powered by OpenAI Vision (GPT-4o with automatic fallback to GPT-4o-mini), transcribing vendors, dates, itemized line items, subtotals, sales taxes, tips, and totals, automatically mapping them to canonical Chart of Accounts categories with confidence scores. Operates under a strict zero-synthetic-data guarantee — rejecting unreadable images rather than inventing synthetic numbers. Users inspect their receipt on an interactive canvas with zoom (+/-) and 90° rotation, verify math reconciliation checks, review duplicate warnings, and approve the expense before it posts to the general ledger or personal finance ledger. Extraction immediately records a cryptographically chained RECEIPT_SCANNED audit block under Receipt Vision OCR Agent, and approval records RECEIPT_EXPENSE_APPROVED, both surfaced in plain language in the AI Agent Activity hub.

• Mobile Camera Capture: Launches device rear camera via native HTML5 capture attribute for high-resolution optical photo taking
• Desktop Webcam Viewfinder: Live video stream with framing guide, corner reticles, and snapshot freeze-frame confirmation (ReceiptCameraModal.tsx)
• Pre-Flight Inspection: "Retake Photo" and "Use This Receipt" controls prevent blurry or incomplete photos from entering the AI pipeline
• Dual-Tier OpenAI Vision OCR: Native GPT-4o and GPT-4o-mini multimodal models extract vendors, dates, itemized line items, subtotal, tax, tip, payment method, and total
• Zero-Synthetic-Data Guarantee: Completely eliminates mock fallback numbers ($46.11); unreadable receipts fail cleanly with actionable photo instructions
• Cross-Module Personal Finance Integration: Directly embedded in Personal Finances (/dashboard/personal) supporting Starbucks / Dining, Gas / Fuel, Hotels & Flights, and Retail / Groceries with default personal expense routing
• Merchant & Vendor Directory Sync: 1-click toggle to save the extracted merchant to Contacts & Vendors with classification as either Company/Merchant or Individual Person
• Intelligent GL Category Mapping: Automatically maps merchants (Dollar General, Starbucks, Delta, Shell, Staples, AWS, etc.) into canonical accounts with confidence scores
• Dynamic Custom Category Entry: Selecting "Other..." reveals an autofocused, two-way bound custom category text field that saves custom tags directly to the ledger
• Category History Deep Dive & Multi-Vendor Ledger: Selecting "View more" on any category card opens the EliteDeepDiveModal with an embedded transaction ledger in Step 1 (Multi-Vendor Ingestion & Batch Consolidation), featuring live search, batch spend tallies, payment method tags, receipt links, and GL 5000-series reconciliation verification
• Mathematical Consistency Engine: Deterministically validates Subtotal + Tax + Tip = Total, alerting controllers if a receipt fails to balance
• Real-Time Duplicate Detection: Cross-checks existing tenant expenses in Firestore for matching vendor, amount, and date window to prevent duplicate records
• Split-Pane Review Workspace: High-resolution image canvas with zoom (+/-), 90° rotation, client-side canvas compression (<120KB), and fully editable expense fields with interactive posting spinners (ReceiptReviewModal.tsx)
• Zero Autonomous Ledger Posting (Mandatory HITL): Extracted receipt records never post to the general ledger without explicit controller signoff
• Cryptographically Sealed Audit Trail: Commits immutable SHA-256 blocks (RECEIPT_SCANNED and RECEIPT_EXPENSE_APPROVED) under Receipt Vision OCR Agent to AI Agent Activity

End-to-end spreadsheet intelligence and Google Sheets synchronization engine. Ingests messy, inconsistent Excel spreadsheets (.xlsx, .xls, .csv, .tsv) or live Google Sheets via shareable links. Autonomous structure detection identifies true header rows (scanning rows 0–15), excludes non-expense rows (deposits, transfers, subtotals, blank lines, and trailing notes), semantically maps non-standard column headers to canonical EliteBooks fields, normalizes dates and amounts, classifies items into standard GL accounts, screens cross-ledger duplicates against live Firestore expenses, and presents an interactive spreadsheet review modal with inline cell editing and partial/batch ledger approval before posting to the general ledger with cryptographic audit sealing.

• Multi-Format Support: Universal parsing for .xlsx, .xls, .csv, .tsv, and live Google Sheets URL streaming with multi-tab worksheet selection
• Dynamic Structure Detection: Scans rows 0–15 to locate true headers despite top metadata, title banners, or blank rows
• Intelligent Row Exclusion: Automatically identifies and filters out deposits, transfers, subtotals, blank rows, and notes
• Semantic AI Header Mapping: Accurately maps arbitrary headers (e.g. "Merchant Name", "Debit", "Cost", "Booking Date") to canonical expense fields
• Automated General Ledger Classification: Classifies expenses into canonical GL accounts (Software SaaS, Office Supplies, Travel, etc.) with confidence scores
• Real-Time Cross-Ledger Duplicate Screening: Detects potential duplicates against live existing Firestore expenses by matching vendor, amount, and date window
• Interactive Spreadsheet Review Table: Modal with row checkboxes, inline editing (Date, Vendor, Amount, Category, Description), and duplicate warnings
• Zero Ledger Bypass (Mandatory HITL): Extracted expenses never post automatically; requires explicit human selection, verification, and approval
• Cryptographic Audit Sealing: Approved items are posted to the ledger with field-level user override diffs and immutable SHA-256 chained audit blocks

End-to-end autonomous subscription billing and recurring operating disbursement engine. EliteBooks eliminates repetitive manual accounting tasks by automatically evaluating active recurrence schedules (weekly, bi-weekly, monthly, quarterly, and annually), generating sequential child ledger entries, updating schedule horizons, and immutably recording every event into the tenant cryptographic audit ledger.

• Recurring Invoices: Toggle "Make this a recurring invoice" in Invoice Editor to schedule automatic billing with customizable frequencies and optional end dates
• Recurring Operating Expenses: Automate repeating software subscriptions, rent, insurance, and utilities with automatic General Ledger posting
• In-App Auto-Catchup: Autonomous background evaluations run on dashboard, invoice, and expense access to ensure zero missed billing periods
• Intuitive Autopilot Hub: Accessible from both Invoices and Expenses to view all upcoming runs, pause/resume billing with one click, or force an instant manual catch-up run
• Cryptographic Audit Trail: Each generated transaction records full AI provenance under Recurring Billing Agent or Recurring Expense Agent into the tamper-evident SHA-256 block ledger
• Real-Time UI Synchronization: Custom event dispatchers automatically refresh invoice and expense ledgers the moment autopilot transactions generate

Foundational enterprise identity layer connecting customers, vendors, suppliers, contractors, and individuals across all financial workflows. Features real-time type-ahead autocomplete, multi-address routing (Billing, Shipping, Business, Home), inline "Save to Contacts" capture with intelligent diff detection, multi-signal duplicate prevention, non-destructive merging with zero loss of accounting history, and immutable historical accounting integrity.

• Centralized Business Identity Directory: Unified management of Customers, Vendors, Clients, Suppliers, Contractors, and Partners (/dashboard/contacts)
• Multi-Classification Support: Dual identity flags allow a business to operate as both a Customer and Vendor with separate AR and AP summaries
• Intelligent Autocomplete: Real-time search across names, companies, emails, phone numbers, and addresses with 1-click invoice/expense population
• Multi-Address Routing: Preserve distinct Billing, Shipping, Business, and Home addresses with contextual assignment during document creation
• Inline "Save to Contacts" & Diff Detection: Toggle on invoices/expenses captures new contacts or surfaces address updates with options to update directory or use for this document only
• Multi-Signal Duplicate Detection: AI-assisted matching on name, company, email, phone, and street address prevents fragmented customer/vendor profiles
• Non-Destructive Contact Merging: Consolidate redundant contacts while batch re-pointing all associated invoices and expenses with zero loss of financial history
• Immutable Historical Accounting: Editing directory contacts never alters finalized historical invoices, receipts, or audit records
• Interactive Contact Quick Cards: Clickable entity names across ledgers open instantaneous contact profiles with financial summaries and quick action triggers
• GCP Cloud KMS Application-Layer Envelope Encryption (ALE): Hardware-grade AES-256-GCM encryption for Tax IDs and EINs with safe masked presentation

End-to-end payroll, HR, and transactional governance architecture enabling businesses and independent operators to produce authentic, IRS Publication 15 compliant printable earnings statements and pay vouchers with customized corporate branding (legal name, DBA, EIN, physical address, and logo). Delivers real-time creation and update timestamping across workforce profiles, and cryptographically records every transaction (invoices, expenses, payroll, HR, personal, inventory) into a tamper-evident, searchable tenant audit ledger.

• IRS Circular E (Publication 15) & Form 1099-NEC compliant printable earnings statements & pay vouchers
• Dynamic Organization Branding: Custom corporate legal name, DBA, federal EIN, physical address, and high-res logo upload via Settings
• Exact 8.5" x 11" Clean Print Layout: Browser-optimized @media print styling for crystal-clear paper printing and vector PDF export
• Real-Time Timestamp Precision: Accurate Date Added and Last Updated timestamps across Payroll and HR workforce tables with zero hardcoded defaults
• Universal Tenant Transaction Audit Ledger: Automated SHA-256 chained audit blocks for all creates, edits, restores, and purges across Invoices, Expenses, Payroll, HR, Personal, and Inventory
• Multi-Field Ledger Search: Instant filtering across action types, member @usernames, financial amounts, transaction notes, and cryptographic hashes
• Dual W-2 & 1099 Support: Complete gross-to-net calculations for salaried employees, hourly workers, independent contractors, and personal owner draws

Enterprise governance module empowering Super Administrators with full lifecycle management across all multi-tenant organizations. Features user provisioning (Firebase Admin SDK & Firestore RBAC), immediate password updates with strong credential generators, account suspension/reactivation, and a comprehensive Recovery Area. The Recovery Area displays member account attribution (name, @username), exact archival date and 12-hour timestamp, item title, and valuation, complete with a real-time multi-field search engine filtering across username, date, deleted item name, and monetary amount. Backed by tamper-evident SHA-256 chained audit trails for SOC 2 Type II compliance.

• Administrative user provisioning and multi-tenant organization assignment via Firebase Admin SDK
• Instant password reset and automated session token revocation across all connected devices
• One-click user suspension (disable/enable) preventing login without deleting historical ledger data
• Recovery Area Member Attribution: Displays member account name, @username, and organization on every quarantined record
• Archival Date & Time: Precise calendar date and 12-hour clock time indicating when each item entered the recovery queue
• Multi-Field Search Engine: Instant omni-search across username (@handle), date, deleted item name, and monetary amount
• 60-Day Recovery Queue & 6-Month Extended Archive: Retains records for 60 days in active queue and up to 6 months before automated purge
• Tamper-evident SHA-256 cryptographic audit logs tracking all administrative & financial events platform-wide
• Strict Zero-Financial-Data Privacy Guarantee: Super Admins oversee identity and recovery metadata with zero visibility into private member financial dossiers

Break down finances by week across Expenses, Invoices, Personal Finance, and Cloud FinOps. The date filter now combines Week + Month + Year, and each module offers a weekly view of spend, billing, owner draws, and cloud costs to expose intra-month cash-flow swings.

• Accounting weeks: Wk 1 = 1st–7th, Wk 2 = 8th–14th, Wk 3 = 15th–21st, Wk 4 = 22nd–28th, Wk 5 = 29th–end of month
• Pick a Week, Month and Year in the date filter; choosing a week without a month defaults to the current month
• Expenses: toggle "By Category" / "By Week" to see weekly spend, record counts and top category
• Invoices, Personal and FinOps: toggle "Monthly" / "Weekly" on the charts (Billed vs Collected, Owner Draw vs Personal Spend, per-provider cloud spend)
• The API accepts a week parameter, e.g. /api/expenses?year=2026&month=Sep&week=Wk%202

Standardized 4-dimensional omni-search engine and member account attribution deployed natively across all core financial workspaces — Invoices, Expenses, HR & Payroll, FinOps Cloud Spend, and Personal Finance. Users can search and filter in real-time across four simultaneous criteria: member username/handle, formatted date and timestamp, item name and description, and monetary valuation with live count indicators, 1-click search clear, and member avatars.

• Simultaneous 4-field search: @username, date/time, item name/description, and dollar amount ($)
• Invoices: search by @creator, issue/due date, invoice #, client, description, and invoice total
• Expenses: search by @submitter, transaction date, vendor, category, description, and expense amount
• HR & Payroll: search by @username, hire date, employee name, role, department, and salary/wages
• FinOps: search by @operator, billing date, cloud provider (AWS/GCP/Azure/OpenAI), resource, and spend
• Personal: search by @username, transaction date, merchant, category, description, and payment amount
• Member Account Attribution: gradient avatar badge, member display name, and @username handle
• Precise Timestamps: visual Calendar and Clock badges with 12-hour formatting across all tables and cards
• Live dynamic counter ("Showing X of Y") and 1-click instant search clear ("X") button

Military-grade database-at-rest hardening combining Google Cloud KMS Key Encryption Keys (KEK) with ephemeral AES-256-GCM Data Encryption Keys (DEKs). Encrypts bank account numbers, ABA routing numbers, Plaid access tokens, and tax IDs before saving to Firestore, backed by sub-millisecond in-memory LRU key caching and zero-downtime dual-read compatibility.

• GCP Cloud KMS KEK wrapping protecting ephemeral 256-bit AES-GCM Data Encryption Keys (DEKs)
• Field-level authenticated encryption (96-bit IV, ciphertext, 128-bit GCM tag) for all financial credentials
• In-memory LRU key cache delivering sub-millisecond (<1ms) cryptographic execution
• Zero-downtime dual-read compatibility seamlessly handling Schema v1 plaintext and Schema v2 envelopes
• Strict multi-tenant security rules blocking direct client SDK access to raw credentials

Enterprise privacy architecture enforcing cryptographic separation across all 31+ API routes, Firestore collections (/organizations/{orgId}/*), Pinecone vector namespaces (namespace: orgId), GraphRAG knowledge graphs, and MCP server tools. Eliminates legacy shared fallbacks, ensuring unauthenticated requests receive strict 401s and new tenants enjoy a sterile workspace with zero cross-tenant contamination.

• Strict server-side identity verification via resolveAuthorizationContext with zero default fallbacks
• Multi-tenant collection partitioning (/organizations/{orgId}/*) for all HR, Banking, and Ledger data
• Isolated Pinecone vector namespaces ensuring RAG memory retrieval never crosses tenant boundaries
• Sterile workspace guarantee: 0 phantom bank balances, employees, or synthetic vendors on new accounts
• MCP Server and Agent Swarm guards strictly validate tenant orgId before executing financial actions

Enterprise Graph-based Retrieval-Augmented Generation (GraphRAG) mapping multi-hop entity relationships across Clients (AR), Invoices, Central Treasury Accounts, Operating Disbursements, Vendors, and Tax Categories. Features high-legibility geometry with enlarged node radiuses (26px–34px), bold high-contrast typography (13px primary, 11.5px values), reinforced 3.0px–4.5px cubic Bézier connectors with 10px–11px directional arrowheads, dynamic vertical canvas expansion, dual-subcolumn staggering for dense categories, and interactive pan/zoom navigation.

• 5-Tier Lifecycle Flow: Clear sequential columns from left to right (Clients → Invoices → Treasury Hub → Disbursements → Vendors)
• High-Legibility Enlarged Nodes: Prominent 26px–34px node radii with vivid tier accents, dual-ring aura halos, and bold 13px typography for instant readability
• Reinforced Directional Connectors: Bold 3.0px default and 4.5px highlighted Bézier arcs with enlarged 10px–11px arrowheads terminating cleanly at node perimeters
• Collision-Free Node Spacing: Guaranteed 80px+ vertical separation with dynamic canvas height scaling to completely eliminate crowded nodes
• Dual-Subcolumn Staggering: Automatically offsets dense tiers (n > 4) into alternating ±28px subcolumns to maximize whitespace
• High-Contrast Frosted Label Pills: Frosted dark backdrops (rgba(12, 19, 34, 0.94)) ensure crisp label and transaction value readability
• Interactive Pan & Zoom Navigation: Drag canvas to pan, zoom in/out with buttons, and 1-click reset view for seamless audit inspection
• Slide-Over Node Inspector: Detailed drawer displaying verified ledger properties, double-entry journal ties, and connected entity relationships

6-step conversational AI wizard that designs, fuzz-tests (256 property iterations), audits (Slither static analysis), and packages smart contracts with zero-hot-key Human-in-the-Loop cryptographic gates.

• Institutional Yield Vaults (ERC-4626) & Escrows
• Autonomous Foundry property fuzzing (256 runs)
• Safe Multisig & Hardware Wallet Gate 3 signing

Continuous cryptographic state validation, SHA-256 transactional action ledger, Evidence-Chain data provenance, and automated SOC 1 / SOC 2 Type II compliance assertions.

• Mathematical SHA-256 transactional chain integrity & head locking
• Evidence-Chain binding model version, prompt hash, and input data digests
• Authentic domain-separated Merkle tree inclusion proofs verified via live API
• Persistent HITL approval queue with auditable human override diffs
• Verifiable Claims & Dispute Arbitration: Portable Evidence Manifests (W3C PROV-O) & public zero-knowledge settlement
• Pre-response verification agent for mathematical invariants & hallucination guards

Server-managed programmatic EVM wallets on Base L2, enabling automated treasury operations, spend permission policies, and gas sponsorship.

• Hardware-backed Ed25519 signing architecture
• Automated treasury & vendor disbursements
• Smart account spend permissions & caps

Production in-app connection with PayPal Business eliminating sandbox errors, synchronizing live business expenses, invoices, and digital wallet cash balances with zero mock data, parsing 41-column PayPal CSV activity reports with intelligent authorization deduplication, and extracting monthly PDF statements via GPT-5.6-terra Computer Vision OCR with direct 1-click ledger import from Expenses and Banking.

• In-App OAuth popup bridge and direct API credentials with zero external page redirects
• Official 41-Column PayPal CSV Activity parser: automatically deduplicates General Authorization holds vs. settled payments
• Direct Expenses Ledger Integration: "Scan PayPal" button on Expenses header for instant CSV file or image statement imports
• Live digital wallet cash balance streaming directly into Banking dashboard & Total Cash KPI
• Computer Vision & OCR statement scanner: drag-and-drop monthly PDFs/receipts for instant extraction
• Zero-mock data guarantee: only genuine, verified production transactions enter your ledger
• Automatic merchant fee extraction (2.9% + $0.30) & net revenue reconciliation
• Multi-attribute intelligent duplicate scoring (Exact, High, Medium, Low) with HITL review queue
• Universal Copilot Text Copying: 1-click Copy All, Q&A pair copying, and transcript export

Connects to 12,000+ financial institutions across the United States and globally. Features interactive online banking credential sign-in, dynamic multi-factor authentication (MFA/2FA) challenge verification, live Plaid search, our sovereign open banking directory, intelligent category filtering (Credit Unions, Digital Fintechs, Wealth & Brokerage), and custom institution linking.

• Direct online banking credential sign-in with live username and password validation
• Interactive multi-factor authentication (MFA/2FA) challenge flow with SMS/email one-time passcodes
• Zero-stored-credentials guarantee: bank-grade 256-bit TLS connection with ephemeral read-only token exchange
• Universal institution search across 12,000+ banks, credit unions, and digital fintechs
• Sovereign open banking directory with fuzzy alias search and direct FDX compatibility
• Dynamic Custom Institution card: link any unlisted bank or credit union seamlessly
• Curated category filtering: Popular, Credit Unions, Digital & Fintech, Wealth & Brokerage, Business
• Direct OAuth popup bridge for PayPal Business, statement OCR, and cursor-based sync

Aggregates all continuous journal blocks into a top-level Merkle Tree Root, notarizing tamper-proof balance receipts onto Base L2, Polygon, and Arbitrum.

• Cryptographic Merkle Tree aggregation
• Base L2, Polygon & Arbitrum state seals
• Mathematical inclusion proof verification

Generates print-ready official Certificates of Ledger Integrity & Solvency with Merkle checksums, block heights, and double-entry invariant verification.

• Instant print-ready PDF certificate export
• Double-entry debit/credit equilibrium proof
• On-chain transaction hash & block receipt

Ultra-clear voice intelligence cockpit synthesized by OpenAI TTS-1-HD (Alloy / Nova) delivering calm executive updates on open/overdue invoices, tax/payroll deadlines, and deleted record exclusions with Play, Pause, and Stop controls.

• Calm executive voice persona (Alloy / Nova) with 0.96x cadence
• Dynamic time-of-day greeting & itemized cash / AR summaries
• Explicit 30-Day Recovery Vault exclusion & zero-ghost-data guarantee
• Interactive Play, Pause, and Stop player with waveform visualizer

Distributed multi-agent consensus machine and standardized Model Context Protocol (MCP) math engine executing complex financial calculations across specialized agents: ASC-606 revenue recognition, true cash runway, Base/Bull/Bear multi-scenario projections, unit economics, statutory tax reserves, and double-entry trial balance equilibrium proofs.

• Enterprise Model Context Protocol (MCP) math tool: financial_math_compute
• Double-entry trial balance equilibrium verification (Debits === Credits)
• Multi-scenario 30/60/90-day predictive runway & Base/Bull/Bear forecasting
• Clean dynamic reporting: suppresses empty metrics when no records exist

Unified executive briefing cockpit synthesizing real-time general ledger data into decision-grade summaries, 4-card action deck, and collapsible multi-agent consensus audits with zero ghost data.

• Concise executive financial summaries
• 4-Card action deck (P&L, Cash Flow, Trial Balance, FinOps)
• Collapsible Multi-Agent Consensus audit log
• Zero ghost invoice fabrication

Real-time spot rate foreign exchange conversion across 12+ international currencies (USD, EUR, GBP, CAD, JPY, AUD, CHF, INR, etc.) synchronized platform-wide across all cards, charts, and invoice ledgers.

• Instant platform-wide currency switching
• Live spot rate conversion from base USD
• Recharts & KPI metrics instant redenomination
• ASC 830 / IAS 21 compliant gain/loss tracking

Connects to 12,000+ banks & credit unions via Plaid for real-time balances, auto-syncing feeds, and autonomous self-healing bank reconciliation. Automatically matches transactions against ledger entries, detects micro-variances, and autonomously self-heals penny and fee discrepancies (≤ $1.00) by posting balanced reversing journal entries (#6990 Reconciliation Expense vs #1000 Cash).

• Exact transaction matching on amount, payee, and ±2-day date corridors
• Autonomous self-healing for penny rounding and fee variances (≤ $1.00)
• Automatic balanced reversing journal entries to Account #6990 Reconciliation Expense
• Unmatched transaction quarantine with forensic audit trace
• Bi-directional Plaid live banking feed across checking, savings, and credit

Extracts full tables, opening/closing balances, checks, and wire confirmations from photos or PDFs via Computer Vision OCR.

• Bank statement table & balance extraction
• Check payee, amount & memo detection
• Ephemeral PII Vault account masking

Upload up to 500 expense reports as images or PDFs. The AI agent uses Computer Vision, OCR & NLP to extract every line item into the correct GL category and stages it for Human-in-the-Loop approval before posting to the ledger. Original documents are preserved for audit.

• Batch process up to 500 reports in one scan
• Auto-classify vendor, amount, date, tax & GL category
• Personal vs. business expense AI detection
• HITL review staging with one-click ledger approval
• Edit, Delete, 30-day Recovery Bin & Permanent Deletion for items & reports

Automatically syncs with bank and credit card accounts to log and sort daily spending with AI categorization across categories like Groceries, AI Services, and Cloud Services, featuring an interactive Personal Expense toggle switch.

• Dedicated categories: Groceries, AI Services, Cloud Services, and custom sectors
• Interactive "Add to Personal Expenses" toggle switch on creation & editing
• Direct synchronization into the Personal Finance area (/dashboard/personal)
• Autonomous merchant categorization with 95%+ AI confidence
• Category History Deep Dive & Multi-Vendor Ledger: Selecting "View more" on any category card opens the EliteDeepDiveModal with an embedded transaction ledger in Step 1 (Multi-Vendor Ingestion & Batch Consolidation), featuring live search, batch spend tallies, payment method tags, receipt links, and GL 5000-series reconciliation verification
• Zero manual spreadsheet logging & duplicate transaction detection

Zero-neglect expense intelligence ensuring no pending expense slips through the cracks. Upon expense creation, the autonomous ExpenseApprovalAgent conducts real-time duplicate checks, IRS Section 162 compliance checks, and spend threshold evaluations. Staged expenses trigger an executive Human-in-the-Loop review modal with 1-click Approval, Snooze Reminders, and Safe Rejections. All pending expenses automatically receive an active reminder schedule with automated follow-ups.

• Universal Automated Reminders: 100% of pending expenses receive an automatic remindAt schedule (defaulting to 24h/tomorrow 9 AM) so no transaction is forgotten
• Human-in-the-Loop (HITL) Gate: Instant review modal on expense creation with Approve & Post, Remind Later, and Reject actions
• Multi-interval Snooze Options: 1 Hour, Tomorrow 9:00 AM, In 3 Days, or Next Week with automatic reminder status badges
• Duplicate & Threshold Intelligence: Instant alerts for identical amount/vendor within 7 days and spend tiers (>$500, >$2,500)
• Executive Dashboard Banner & Inline Row Actions: Real-time Pending Review banner with 1-click Low-Risk Bulk Approval and direct row [Approve] / [Remind] controls

Autonomous financial recurrence execution engine that handles automated billing, vendor disbursements, personal finance schedules, and FinOps cloud subscriptions. Controllers can put existing transactions on Autopilot with customizable cadences (daily, weekly, bi-weekly, monthly, quarterly, annual) and enforce Human-in-the-Loop (HITL) review gates to stage transactions in the Executive Review queue with automated reminders before committing to the General Ledger.

• Multi-Domain Architecture: Unifies Invoices (AR), Operating Expenses, Personal Finance, and FinOps (AWS, GCP, SaaS) under one autonomous Autopilot manager
• Interactive Transaction Selection: Select un-scheduled candidate transactions directly to put on recurring Autopilot without manual re-entry
• Cadence & Due Date Scheduling: Supports daily, weekly, bi-weekly, monthly, quarterly, and annual intervals with customizable next dates and optional end dates
• Executive HITL Policy Protection: Toggle "requireHITL" to stage generated disbursements in Pending Review with 24h automated reminders instead of direct posting
• 1-Click Policy Switching: Toggle between "HITL Review Active" and "Auto-Post Direct" directly on schedule cards without losing recurring state
• Cryptographic Audit Sealing: Every Autopilot execution and schedule mutation is cryptographically verified and recorded in the tenant audit ledger

Creates custom professional invoices with dedicated Paid creation fields, inline one-click status selection, and proactive Agentic AR payment verification.

• Dedicated Paid field on invoice creation & editing
• One-click "Mark Paid" table toggling with instant ledger sync
• Agentic AI payment verification inquiries with individual Yes/No options
• 30-Day Recovery Bin & Permanent Deletion with audit restoration
• Dynamic Stripe payment links & courteous automated reminders

Centralized quarantine bin accessible right from the sidebar menu that safeguards deleted items across Invoices, Expenses, Payroll, Personal, Inventory, and FinOps with automated 30-day countdown timers, 1-click restoration, and permanent deletion purge.

• Centralized recovery bucket for Invoices, Expenses, Payroll, Personal, Inventory, and FinOps
• Direct sidebar menu access and global command palette navigation
• 30-day soft-delete quarantine window with automated countdown timer
• One-click instant restoration back to original active ledgers and modules
• Irrevocable permanent deletion option to purge records from Firestore

Interact with Agentic Co-pilots using speech and voice commands powered by OpenAI Whisper multilingual speech-to-text (STT) and OpenAI Nova text-to-speech (TTS). Co-pilots autonomously execute soft-deletions into the 30-Day Recovery Bucket and restorations across all 6 financial modules with instant audible spoken feedback.

• Multilingual speech recognition with OpenAI Whisper model (whisper-1)
• Spoken audio responses and financial reporting via OpenAI Nova voice (tts-1-hd)
• Hands-free voice soft-deletion moving items directly to the 30-Day Recovery Bucket
• Hands-free voice item recovery restoring quarantined records to active ledgers
• Spoken status checks on remaining quarantine days and recovery bucket counts

Calculates penny-accurate gross-to-net withholdings using official 2026 IRS Publication 15-T, FICA ($184.5k cap), and state tax tables.

• Progressive IRS 15-T percentage method tables
• SSA Social Security wage base limit ($184,500)
• State tax engines (NY, IL, CA, 0% TX)

Live cost telemetry across AWS, Azure, GCP, OpenAI, and Microsoft 365 license seat optimization with interactive anomaly diagnostics.

• AWS, Azure, GCP & OpenAI cost telemetry
• Microsoft 365 zombie license waste detection
• Interactive 3-point anomaly investigation modal

Continuously monitors IRS.gov, SSA.gov, and State Revenue departments for tax policy updates with Human-in-the-Loop staging.

• Continuous IRS & SSA portal scanning
• Monte Carlo net pay impact simulation
• Mandatory Human-in-the-Loop review gate

Integrated employee onboarding, PTO management, project labor timesheets, benefits burden rates (9.8%), and a 30-Day Recovery Bin.

• Full-field profile editor with reactive calculations
• 30-Day soft-delete recovery with countdown timer
• 100% Form W-4, I-9, & W-9 document tracking

Full multi-currency support across all dashboard modules for 12 fiat and crypto currencies (USD, EUR, GBP, CAD, JPY, AUD, CHF, INR, SGD, USDC, ETH, BTC). The autonomous Multi-Currency Agent performs live spot conversions, tracks cross-border AR/AP exposures, and automates US GAAP ASC 830 / IFRS IAS 21 unrealized FX gain/loss adjustments.

• 1-Click global currency switcher in dashboard header across all modules
• Dedicated currency dropdowns & live spot previews on Invoices & Expenses
• US GAAP ASC 830 & IFRS IAS 21 foreign exchange revaluation automation
• Autonomous Multi-Currency Agent with conversational spot conversions & A2A dispatch
• Multi-currency balance evaluation across Banking, FinOps, Payroll, and Inventory

An advanced agentic intelligence layer orchestrating business operations across Expenses, Invoices, Payroll, Inventory, Banking, and FinOps. Understands required vs. optional fields, inspects live context, asks targeted questions when useful, respects user declines without friction ("Just create it"), never fabricates data, and verifies every transaction.

• Universal 13-stage reasoning loop: Intent → Schema → Context → Clarify/Decline → Safe Execution → Forensic Verification
• Schema-aware field determination: knows genuinely required fields vs. safe platform defaults
• Intelligent questioning with zero-friction user decline handling ("Just create it with what I gave you")
• Zero-Fabrication Guarantee: never invents synthetic vendors, customers, or account numbers
• Full Create & Edit parity: modifies existing records surgically without creating duplicates
• Seamless Personal Finance vs. Business Finance context routing grounded in active page routes

Comprehensive financial statements combined with forensic Accounts Receivable intelligence breaking down Paid vs. Outstanding Invoices. Analyzes cash collection velocity (%), overdue delinquency past Net terms, maps the 0-90+ day AR Aging Corridor, and details itemized client receivables balances.

• Forensic Paid vs. Outstanding Invoices breakdown & collection velocity %
• Accounts Receivable Aging Corridor (0-30d, 31-60d, 61-90d, 90+d critical)
• Itemized Client Receivables table with live status tracking
• Multi-Currency foreign exchange revaluation & ASC 830 unrealized gain/loss card
• Instant P&L, Balance Sheet, and Autonomous Reporting Agent Copilot

Evaluates real-time 0–100 Books Health scores by continuously auditing live general ledgers before month-end close. Predictively detects duplicate vendor disbursements within rolling 7-day windows, screens for missing receipts exceeding IRS Section 162 $75 thresholds, and flags ambiguous chart-of-accounts allocations.

• Dynamic real-time 0–100 Books Health Score with deduction breakdown
• Predictive duplicate charge detection across rolling 7-day vendor windows
• IRS Section 162 compliance sentry flagging missing receipts on expenses > $75
• Ambiguous GL bucket screening (misc, general, other) with GAAP chart alignment
• Downloadable Quarterly Books Intelligence audit defense dossiers

Monitors stock levels in real time as sales and purchases happen (available on higher tiers).

• Dynamic FIFO / Average Costing
• Automated reorder point alerts
• Multi-warehouse stock balance

Snaps photos of receipts and logs business travel for tax deduction write-offs ($0.67/mi).

• Autonomous receipt OCR
• IRS Section 162 deductibility checks
• GPS / automated mileage log ($0.67/mi)

Generates real-time P&L, Balance Sheet, Paid vs. Outstanding AR, and 1-click executive PDF exports with 1:1 visual parity.

• 1-Click high-fidelity PDF download with exact colors
• Recharts vector bar & donut pie chart capture
• Accounts Receivable Paid vs. Outstanding breakdown
• ASC 830 Multi-Currency & AR Aging corridor

EliteBooks enforces strict multi-user data isolation at every layer of the stack. Server-side auth resolves a verified AuthorizationContext from Firebase ID tokens — the system NEVER falls back to anonymous or default identities. Chat history, short-term session memory, and Pinecone long-term memories are all scoped to the authenticated user's verified identity.

• Layer 1 — Firebase Admin Token Verification: every request verifies the Bearer token cryptographically. Missing or invalid tokens return HTTP 401 with a safe error message that leaks no internal state.
• Layer 2 — User-Scoped Copilot Chat History: localStorage key is elite_chat_history_{userId}. Signing out clears in-memory state instantly. Signing in as a different user loads only that user's history.
• Layer 3 — Composite Short-Term Memory Keys: session store uses orgId:userId:sessionId composite keys. An ownership check runs on every access — mismatched sessions get a fresh isolated state rather than leaking another user's context.
• Layer 4 — Pinecone User-Scoped Namespaces: long-term memories are stored in org_{orgId}_user_{userId} namespaces. Queries apply a mandatory userId metadata filter: { userId: { $eq: userId } }.
• Layer 5 — Post-Retrieval Ownership Validation: even after Pinecone returns results, a second ownership check discards any vector whose metadata.userId does not match the authenticated user.
• Layer 6 — Firestore Security Rules: defense-in-depth rules require request.auth.uid matches the orgId or userId on every document, blocking any client-side direct access.

EliteBooks is engineered with a pure serverless architecture, completely decommissioning Cloud SQL to eliminate idle VM costs, connection pooling locks, and complex schema migrations. All financial ledgers and audit records are natively managed in Google Cloud Firestore with Firebase Cloud Storage for encrypted document blobs.

• Cloud Firestore Ledger Persistence: 100% of double-entry transactions, invoices, expenses, bank connections, and audit records reside in sub-millisecond multi-region Firestore collections.
• Zero Cloud SQL Footprint: Eliminates static compute costs ($30–$150+/mo) and network connection pool bottlenecks with true pay-as-you-scale serverless pricing.
• Firebase Storage Object Tier: OCR receipt scans, bank statement PDFs, and financial audit certificate exports are securely persisted with automatic access control.
• Pinecone Vector RAG Long-Term Memory: Vector embeddings (text-embedding-3-small) are indexed in user-isolated namespaces with zero cross-tenant leakage.
• Automated DR & Backup: Google Cloud managed automated point-in-time recovery and snapshot replication across redundant availability zones.

Before any Copilot response reaches the user, the Verification Agent runs five independent checks against the underlying database records. If any check fails, the agent automatically refines or replaces the response — ensuring accuracy, completeness, and zero hallucination.

• Check 1 — User & Org Context: verifies no record in the response belongs to a different userId or orgId. Cross-user records trigger a security refinement that strips the response.
• Check 2 — Date Range Integrity: every record is verified to fall within the user's requested period (e.g., Sept 1 – Sept 30, 2026). Out-of-range records are flagged.
• Check 3 — Requested Fields Completeness: if the user asked for dates, dates must appear. If the user asked for vendor names, each record must show a vendor. Missing fields trigger a refinement pass.
• Check 4 — Mathematical Verification: the sum of individual transaction amounts is computed from raw records and compared to the total stated in the response. A 1% tolerance is applied for rounding. Discrepancies trigger a verified total correction.
• Check 5 — Hallucination Detection: known mock vendors (Acme Corporation, Starlight Media) are detected if referenced but absent from the database. When the database is empty, fabricated data in the response is detected and replaced with an honest zero-state message.
• Auto-Refinement: failed checks produce corrected responses — math errors append a verified total, security violations strip the response, empty states produce genuine zero-state messaging.

Autonomous financial leadership operating at the highest level of corporate executive strategy. Continuously inspects live general ledger records, calculates gross, operating, and EBITDA margins, evaluates dynamic revenue-shift scenarios, and prepares decision-grade briefings for executive boards and investors.

• Live EBITDA, Gross Margin %, and Operating Margin calculations with zero mocks
• Dynamic scenario modeling: "What if churn increases 10% or we hire 3 engineers?"
• Working capital health analysis: current ratio, quick ratio, and cash buffer
• Unified executive C-suite briefings synthesizing multi-agent ledger data
• Strictly non-destructive: reads verified Firestore data without modifying history

Scans recurring expenses to detect vendor price creeping, unused software licenses, duplicate subscriptions across teams, and contract renewal cliffs. Compares pricing against market benchmarks and auto-drafts professional renegotiation letters for vendor discounts.

• Recurring software spend audit: flags duplicate vendors and subscription creep
• Idle license detection: estimates 20-35% savings from seat pruning
• Benchmark price database: compares current spend to average SMB SaaS tiers
• Auto-generates formal vendor renegotiation and discount request letters
• Strict non-destructive governance: human review required before sending drafts

Continuously monitors sales transaction velocity across all 50 US states to identify economic nexus thresholds (South Dakota v. Wayfair $100k/200-transaction rules). Audits contractor disbursements against the IRS $600 1099 threshold, and calculates Section 41 R&D payroll tax credit offsets up to $250,000.

• 50-State Wayfair economic nexus tracking with risk status badges (SAFE/WARNING/NEXUS_EXCEEDED)
• Autonomous 1099-NEC & 1099-MISC contractor audit against the IRS $600 threshold
• Calculates Section 41 R&D payroll tax credit offsets for qualified research activities
• Proactive compliance alerts: prevents surprise state back-taxes and statutory penalties
• Complies with official IRS Publication 15-T and state revenue statutory guidelines

Maximizes cash recovery while preserving client relationships. Computes machine learning delinquency risk scores based on invoice aging and client payment track records. Drafts multi-step dunning reminders (Friendly Net-30, Firm Net-45, Urgent Net-60, Final Notice Net-90) and computes invoice factoring cost-of-capital.

• Predictive delinquency risk scoring: Low, Medium, High, and Default Risk
• Automated multi-step dunning drafts with escalating professional tone
• Human-in-the-Loop review: drafts are staged for approval before delivery
• Invoice factoring cost-of-capital modeling: advance rates (80-90%) and factor fees (1-3%)
• Real-time collection velocity and Days Sales Outstanding (DSO) forecasting

Complete equity and capitalization intelligence for high-growth companies. Models Common, Preferred, and Option pool distributions, calculates SAFE and convertible note dilution waterfalls across valuation caps and discounts, and runs IRC 409A fair market value compliance checks.

• Cap table ownership modeling: Common, Preferred, Option Pool, and Unissued Shares
• Dilution waterfall calculator for SAFE notes (pre-money / post-money) and Convertible Debt
• IRC Section 409A fair market value compliance audits: flags valuation cliffs over 12 months
• Investor relations briefing generator: synthesized updates with burn, runway, and ARR velocity
• Strictly non-destructive: models equity scenarios without altering historical corporate filings