EFIS Global Soft Launch — Pilot Scope

AI for CFO • Enterprise Decision Support

Move from disconnected finance data to traceable operating insight.

EFIS turns QuickBooks Online and CSV financial data into reconciled management reporting, cash forecasting, risk intelligence, and governed AI-assisted analysis with explicit data-quality boundaries.

Current Pilot Scope & Safeguards Boundary
QuickBooks & CSV Onboarding
Single Entity & Base Currency
Traceable Financial Reporting
AI CFO Refusal & Data Quality Controls
Financial Intelligence Pipeline
Real-time Auditability

1. Data Ingestion & Mapping

QuickBooks Online API & structured CSV imports mapped to standard chart of accounts.

2. Financial Validation & DQ Scoring

Deterministic check for GL balance, orphan records, missing fields, and period integrity.

3. Intelligence & Forecast Generation

30/90/180/365-day cash runway forecasts, AR/AP risk scoring, and KPI variance analysis.

4. Governed AI Analysis & Refusal Gate

AI CFO provides explainable answers with source lineage, refusing when evidence is insufficient.

Designed for Trusted Decision Support

EFIS provides financial clarity with explicit boundaries, so finance teams can make operating decisions grounded in traceable data.

Traceable Management Reporting

Drill down from high-level EBITDA, cash runway, and working capital metrics to exact underlying transactions and journal entries.

Faster Investigation of Variance

Identify key drivers behind revenue shifts, vendor spend increases, and cash burn rate changes without manual spreadsheet consolidation.

Data-Quality & Lineage Context

Every report displays an explicit Data Quality score, highlighting missing values, unmapped accounts, or period anomalies.

Governed Forecasts & Workflows

Maintain Base, Optimistic, and Pessimistic cash flow scenarios with recorded assumption overrides and human approval history.

AI CFO with Refusal Controls

Ask natural-language financial questions. The AI engine provides reasoning traces and confidence scores, and refuses to answer when data is insufficient.

Proactive Risk Scoring

Monitor customer payment delays, vendor concentration risk, and liquidity shortage alerts before they impact operational cash flow.

Reconciled Financial Truth & Governance

EFIS validates imported General Ledger entries against primary source files before generating executive reporting.

See operational path
EFIS Authoritative Financial Reporting View

Authoritative Financial Reporting with Source Lineage

EFIS Financial Truth Status Tab

Financial Truth Status & Ledger Integrity Check

Ready to Evaluate EFIS for Your Finance Team?

Join our invitation-only global pilot program. Qualification takes 2 minutes and evaluates your entity setup and accounting system fit.