henonGPT

AI That Earns Trust.

The first zero-hallucination RAG system for private markets. Every answer grounded in your verified data. Every claim traceable to source.

The Problem

Generic AI Hallucinates. Finance Can't Afford That.

Large language models are remarkable — until they're wrong. In private markets, a hallucinated number isn't a curiosity. It's a compliance violation. A misrepresented return. A broken LP relationship.

henonGPT is architecturally different. It doesn't generate answers from training data. It retrieves verified facts from your data warehouse, composes them into responses, and cites every source. If the data doesn't exist, it tells you. It never guesses.

Capabilities

Intelligence Without Compromise

Zero-Hallucination RAG

Every answer is grounded in your verified warehouse of truth. If the data doesn't exist, henonGPT says so — it never fabricates.

Full Transparency

Every response includes source citations, confidence scores, and the exact data lineage used to generate the answer.

Warehouse-Native

henonGPT queries your data warehouse directly — not a stale copy. Real-time answers from real-time data.

Natural Language Queries

Ask questions in plain English. 'What's the IRR of Fund III?' 'Show me all covenant breaches this quarter.' 'Compare vintage 2021 vs 2022.'

Conversational Workflows

Multi-turn conversations that maintain context. Drill down, pivot, and explore your data through dialogue.

Enterprise Security

Your data never leaves your environment. henonGPT runs within your security perimeter with full access controls.

Comparison

henonGPT vs. Generic AI

FeaturehenonGPTGeneric LLM
Data GroundingWarehouse-native RAGGeneral web training
Hallucination Rate0.0000%3-15% typical
Source CitationsEvery responseInconsistent
Financial AccuracyDeterministicProbabilistic
Data FreshnessReal-timeTraining cutoff
Audit TrailComplete lineageNone
In Action

Ask Your Data Anything

HENONGPTCONNECTED TO WAREHOUSE

What's the net IRR of Fund III as of Q4 2025?

Fund III net IRR as of Q4 2025 is 18.4%.

SOURCESfund_performance.q4_2025 → row 3 → net_irr

How does that compare to Fund II at the same stage?

Fund II net IRR at the same point in its lifecycle was 14.2%. Fund III is outperforming by +420 bps.

SOURCESfund_performance.q4_2025 → row 2 → net_irr, vintage_comparison.xlsx

Ask Your Data. Trust the Answer.

henonGPT — zero-hallucination AI for private markets.