Now in private beta

The governance layer
between your ERP
and AI.

PipeLedger transforms general ledger data into AI-ready, audit-grade datasets — with row-level security, data masking, and human approval before anything reaches an AI agent.

Request private betaSee how it works
QuickBooks + NetSuiteBigQuery-nativeMCP + REST API + CLI
Built on
BigQuerydbtCloud Run
Connects to
QuickBooksNetSuite
Delivers to
ClaudeGeminiChatGPTGrokVertex AIKimiQwenCodex
How it works

Three stages. Expert-verified data integrity.

From raw ERP data to governed AI delivery. CFO-approved sharing, at scale.

Step 1 · Extract

Connect your ERP

Connectors pull general ledger, sub-ledger detail, dimensions, chart of accounts, and budgets. High-velocity API ingestion replaces fragile exports.

GL dataGL trial balanceCoADimensionsAPI-first
Step 2 · Transform

Deterministic dbt models

Bridge the gap between cryptic ERP codes and business context. Deterministic engine normalizes and enriches data for autonomous agent reasoning.

dbt modelsUAC systemEnrichment
Step 3 · Govern & deliver

Enforced access controls

Secure Control Tower for your financial data. Automated redaction, role-based views, and dual-checkpoint approval before anything reaches an AI agent.

MCP serverREST APICLIRLSMasking
Built for two audiences

Trusted by CFOs. Loved by engineers.

For finance leaders

Governance CFOs trust

Your financial data stays under your control. Every extraction, transformation, and delivery is audited, approved, and revocable.

  • Row-Level Security — BigQuery-native RLS ensures sensitive data stays protected at the row level
  • Automated Data Masking — PII and sensitive fields redacted before data reaches any AI platform
  • Dual Approval Checkpoints — Nothing reaches AI until a human approves, twice
  • Immutable Audit Trail — Every access logged, every delivery traceable, instant revocation
Learn about governance
For engineering teams

CLI-first developer experience

Instantly query and serve governed financial data to AI agents with zero friction.

$ pl query trial_balance --period 2026-Q1
✓ 142 accounts · balanced
$ pl query gl_movements --project PRJ-042
✓ 38 rows · 4 tran_types · 0.00 imbalance
$ pl serve --mcp --port 8080
✓ MCP server running
  Ready for Claude, Gemini, ChatGPT, Grok
Read the docs
Why now

The agentic AI revolution in finance is happening now.

The Market
Global Agentic TAM (2030)$52.6B
$5.5B
Autonomous Ledger Orchestration
MarketsandMarkets / Analyst Consensus, 2026
The Momentum
6% → 44%
Finance teams moving to active agent deployment within 12 months
Wolters Kluwer, 2025
The Scale
415 Trillion
Annual programmatic executions by 2030, scaling from 44B in 2025 (524% CAGR)
IDC, 2025
The Impact
90% Less Latency
Eliminating human-in-the-loop bottlenecks for real-time ERP orchestration
Gartner, 2026

Ready to make your general ledger AI-ready?

Join the private beta. Connect QuickBooks or NetSuite in minutes. Your data stays governed.

Request private betaTalk to the founder