The meaning layer for enterprise AI

datahuts teaches AI agents what your company data means.

The trusted layer between your business systems and AI agents. datahuts connects to your ERP, learns what the data actually means — entities, relationships, certified metrics, permissions, lineage — and lets agents answer business questions correctly.

SAP Business One
InvoicesItemsBusiness partnersCustom fields
datahuts meaning layer
EntitiesRelationshipsCertified metricsPermissionsLineage
AI agents
ClaudeChatGPTInternal agents
The problem

AI agents answer confidently. About your business, they’re often confidently wrong.

Wrong metric definitions

Ask three agents for last quarter’s margin and you get three numbers — each computed from a definition the model made up on the spot.

No access control

Point an agent at your ERP and it sees everything: payroll, pricing, supplier terms. Whoever asks, it answers.

No way to trace an answer

When an agent produces a number, nobody can say which records it came from. An answer you can’t trace is an answer you can’t trust.

How it works

From raw ERP to answers you can defend, in four steps.

01

Connect

A read-only Service Layer connection to your SAP Business One. datahuts discovers your business objects and custom fields automatically. Credentials never leave the server.

02

Model

AI proposes the entities, relationships and metrics behind your data. Your team reviews and certifies them — so "gross margin" means exactly one thing, everywhere.

03

Serve

Governed access for Claude, ChatGPT and your internal agents through a gateway and MCP. Every agent sees only what its permissions allow.

04

Trust

Every answer is traceable to source records. Evaluations continuously test correctness, and a full audit trail shows who asked what — and what they were told.

What agents get

Grounded. Governed. Traceable. Auditable.

Certified metrics

Metrics defined once, certified by your team, and served consistently. Agents stop improvising their own definitions of revenue.

Governed access

Permissions enforced at the meaning layer. An agent acting for a sales rep sees what a sales rep is allowed to see — nothing more.

Source citations

Every number traces back to the source records it came from. When an agent answers, you can check its work.

Audit trail

A complete log of every question, every answer and every record touched. Built for teams that have to answer to someone.

Built for SAP Business One

Your SAP already knows. Now your AI can too.

If you run a distribution or manufacturing business on SAP Business One, the answers to your hardest questions are already in your system — buried in items, invoices, business partners and years of custom fields. datahuts makes that meaning available to AI agents, safely, without giving anything write access to your ERP.

We start where the pain is sharpest: 50–500 employee distributors and manufacturers who live in SAP B1 every day and want AI that actually understands their business.

Live today
SAP Business One 10.0live design-partner deployment
14 business objectsdiscovered automatically
8 certified metricsserved live to agents
Read-only by designcredentials never leave the server
Design partners

We’re onboarding design partners.

datahuts is deployed with an early design partner on SAP Business One today. If you want AI agents that answer correctly about your business — and you’re willing to shape the product with us — we’d like to work with you.