We build Provenance

Governed analytics from natural language. Deterministic execution, full lineage, and an exportable evidence package for review.

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About

Building trust in natural-language analytics

SQUIDBOT.io (Thaleseus SMPC, Athens) builds infrastructure that turns questions into reviewable analysis — not AI guesses. Every result ships with the steps, parameters, and artifacts needed for audit, compliance, and internal sign-off.

Deterministic by design

Same inputs, same plan, same outputs. No hidden prompt roulette. The execution path is fixed and reproducible.

Evidence attached

Queries, parameters, intermediate tables, and joins are recorded as a "Receipt" you can export and review.

Runs inside your boundary

Designed to run in your VPC or cloud perimeter with your existing data controls and access policies.

Our Product

Provenance

A governed analytics interface that compiles natural-language requests into a deterministic pipeline and generates executive-ready outputs with full audit trail.

Deterministic Plan Execution Log Parameter Capture Dataset Lineage Reproducible Reruns Exportable Receipt

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Who this is for

Built for teams that need answers they can stand behind

Data & BI teams

Move fast with natural-language queries without accumulating governance debt. Every output is already audit-ready.

Risk & Compliance

Reviewable lineage from question to answer. No black boxes. The Receipt gives you everything you need to sign off.

Business teams

Self-serve answers that won't collapse under scrutiny. Put them in a deck and stand behind them.

Contact

Let's talk

Want to see how Provenance fits your governance requirements? We'd love to walk you through it.