Coale Finance
Close the books on time, then let governed AI explain them
Coale Finance runs a structured, checklist-driven, deadline-tracked financial close on ERPNext, then layers a native agentic engine of 30+ analytics agents: cash flow, gross margin, anomaly, period-close risk, tax, order-to-cash, and more. It is deterministic-first: every figure is computed in SQL and Python, the LLM only narrates, every agent action is gated green, amber, or red, and every call is written to an immutable audit log. Built by CPA-grade finance engineers, not generic software vendors. This is AI you can put in front of an auditor.
First governed CFO brief in under an hour
Key capabilities
Structured Period Close Lifecycle
Close Period states (Initiated, In Progress, Pending Review, Pending Approval, Closed, Locked, Reopened) with reusable checklist templates, task dependencies, SLA deadlines, and completion tracking. Controllers always know close status at a glance.
Automatic Period Lock
Back-dated postings into a closed period are blocked across Journal Entry, Sales and Purchase Invoice, Payment Entry, Stock Entry, and Expense Claim. Periods auto-lock after close, so finance can trust the numbers post-close.
Deterministic-Compute-First AI
Every figure comes from SQL plus Python; the LLM only writes the narrative and is skipped entirely when disabled or on failure. No hallucinated numbers, ever. The #1 finance objection to AI is designed out.
Governance Gate on Every Action
Each agent action is classified green (auto), amber (confirm), or red (review-only) with role-aware Governance Rule records and safe defaults: amber for writes, green for reads. Managers stay in control of every write to the ledger.
Immutable Agent Action Log
Every agent invocation, input, output, zone, and status is recorded in the Agent Action Log, deletable only by System Manager. Auditors get a complete, tamper-evident paper trail of everything the AI did.
30+ Deterministic-First Analytics Agents
Period Close Risk, 13-week rolling Cash Flow Forecaster, Gross Margin Analyzer, and Anomaly Detector lead a fleet spanning tax compliance, order-to-cash, procure-to-pay, inventory, and operations, all under one governed orchestrator.
Natural-Language Chat
A keyword router maps plain-English questions to the right agent, exposed via an in-desk chat page and a desk-wide sidebar. Ask 'what's my cash flow?' and get a computed, audited answer in seconds.
Scheduled 06:00 Morning CFO Brief
A health-scored daily digest across business angles, emailed to the CFO and Accounts Manager. Autonomous agent runs on hourly, daily, weekly, and monthly cadences keep leadership situationally aware.
Why teams choose this
- Close on time, every time, with enforced deadlines, mandatory-task gating, and automatic period lock
- Trust your AI analytics. Deterministic compute eliminates hallucinated financial figures
- Keep automation safe with a green/amber/red governance gate and banned access to sensitive DocTypes
- Stay audit-ready by construction. Every automated action leaves an immutable log entry
- Get cash-flow, margin, and anomaly answers in seconds with 30+ agents and natural-language chat
- Start each day informed with a health-scored 06:00 morning brief emailed to finance leadership
- Run fully offline or air-gapped. A deterministic template renderer works with any LLM, or none at all
- Connect OpenAI, Anthropic, OpenRouter, Ollama Cloud, or a local endpoint for narration, your choice