Production Modules & Financial Intelligence Capabilities
Every module is built with explicit methodology, source lineage, data-quality scoring, and auditability. We present product capabilities strictly as implemented in code across all 10 entitlement modules.
1. Financial Intelligence & GL Integrity
Ensures General Ledger consistency across all uploaded records. Detects unmapped transactions, missing accounts, and period imbalances before computing metrics.
Key Capabilities & Safeguards:
- Authoritative GL reconciliation
- Deterministic audit trail & entry hashes
- Source document lineage mapping
- Data quality confidence scoring
Actual EFIS UI Screenshot
2. Cash Forecasting & Scenario Intelligence
Multi-horizon cash forecasting (30, 90, 180, and 365 days) across Base, Optimistic, and Pessimistic scenarios with proactive liquidity shortage detection.
Key Capabilities & Safeguards:
- Rule-based deterministic projections
- 3 scenario models (Optimistic ×1.2 inflows, Pessimistic ×0.8 inflows)
- Shortage severity classification (Critical <7 days, High 7–30 days)
- Historical forecast accuracy tracking (MAPE monitoring)
3. Budget & Variance Intelligence
Monitors actual vs. budget variances across revenue, COGS, OPEX, and net margin with period-over-period drift detection and threshold alerts.
Key Capabilities & Safeguards:
- Period-over-period variance tracking
- Budget vs. Actual drift detection
- Executive KPI widgets with TTL caching
- Direct drill-down into underlying transaction lines
4. Revenue Intelligence
Customer concentration, AR aging buckets, DSO tracking, and recurring vs. non-recurring revenue breakdown for clear top-line visibility.
Key Capabilities & Safeguards:
- AR Overdue % and DSO threshold alerts
- Top customer concentration risk scoring
- Invoice payment velocity tracking
- Revenue stream classification
5. Spend Intelligence
Vendor concentration, AP aging analysis, DPO optimization, and operational spend anomaly detection to prevent working capital leakages.
Key Capabilities & Safeguards:
- Vendor concentration risk scoring
- DPO threshold monitoring & AP aging
- Vendor payment terms optimization
- Spend anomaly detection & categorisation
6. Risk Intelligence
Automated customer credit risk, vendor concentration risk, and liquidity risk scoring to catch working capital leaks before they affect payroll or vendor terms.
Key Capabilities & Safeguards:
- Customer Risk Score (0–100 based on payment delay & balance)
- Vendor Risk Score (0–100 based on spend concentration)
- Liquidity shortage threshold alerts
- Actionable risk remediation guidance
7. AI CFO & Explainability Envelope
Natural language financial Q&A engine backed by retrieval-augmented generation (pgvector). Every response includes step-by-step reasoning, source citation, and confidence score.
Key Capabilities & Safeguards:
- Explicit confidence score (80–100 Green, 60–79 Amber, <40 Refusal)
- Automatic refusal when financial data is insufficient
- Source transaction citation envelope
- Human review warning on all AI output
8. Transformation Intelligence
Custom column mapping, Chart of Accounts standardization, and data normalization pipeline for QuickBooks Online and CSV files.
Key Capabilities & Safeguards:
- QuickBooks Online OAuth2 API sync
- Multi-file CSV & Excel upload validation
- Interactive column mapping interface
- Chart of accounts normalization engine
9. Board Brief & Traceable Reporting Intelligence
Generate Income Statements, Balance Sheets, Cash Flow Statements, and Month-End Close workpapers with explicit methodology and snapshot freezing.
Key Capabilities & Safeguards:
- Standardized P&L and Balance Sheet reports
- Month-end close checklist & snapshot locking
- Export to structured PDF & CSV
- Lineage tracking from report cell to GL line
10. Governance, Trust, Lineage & Financial Knowledge Graph
Immutable 7-year audit log for all system actions, access attempts, assumption overrides, and AI queries. Multi-tenant isolation with full cell-level lineage.
Key Capabilities & Safeguards:
- Append-only access and AI audit logs
- Assumption override registry with mandatory rationale
- RS256 JWT & HttpOnly session security
- Financial Knowledge Graph lineage tracing
Actual EFIS UI Screenshot
Experience EFIS in Action
Schedule a CFO-led walkthrough or request access to the controlled demo environment.