Now in private beta

The governance layer
between your ERP
and AI.

PipeLedger transforms general ledger data into AI-ready, multi-dimensional datasets — with row-level security, data masking, and publication controls before anything reaches an AI agent.

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
  • Publication Controls — Only governed published snapshots reach AI; insider data can be held until release
  • 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
$5.5 Billion
Global Autonomous Ledger Orchestration TAM by 2030 — a slice of the $52.6B agentic AI market
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

Your team wants AI access to the GL. You need to stay in control.

PipeLedger lets you mint scoped API keys in minutes — with row-level governance and full audit.

Talk to the founder