domain-model-as-a-service · by GDNA.AI

The domain nerd that keeps your model true.

Point it at a domain. mainerd derives the ontology, generates typed contracts in your languages, and gates every change — so your model stays provably current.

mainerd · live conformance gate
$ mainerd gate customer ✓ customer.preferred_name grounded · 3 sources ✓ customer.archetype enum · reused ✗ billing.cust_nm drift duplicates customer.name — proposing merge → pull request opened · awaiting human review
the problem

Your model drifts. Quietly.

Every company's data model is scattered across services, teams and languages. Hand-built schemas rot. Two services quietly model the same thing differently. The model ends up living in one person's head.

mainerd makes the domain model a living, provable contract instead of a stale diagram.

one loop, grounded against your real systems

Derive. Generate. Gate. Operate.

01 derive

Find what's really there.

It reads your systems and reconciles duplicates and conflicts into one coherent shape. Not a mirror of the mess.

02 generate

Typed contracts, your languages.

An API-first model your code imports directly. Generated from one source, so it cannot disagree with itself.

03 gate

Skew fails the build.

Every change is drift-gated. A divergence is caught in review, not discovered in production.

grounded, not asserted

A score you can watch, not a diagram you forget.

mainerd grades every platform and every table against one canonical model — a gradient, trended, with each low score naming its own fix.

live
runs as an agent, not a one-off audit
read + propose
opens PRs — never republishes your model
drift-gated
skew is caught in review, not in prod
who it's for

The people who own the model.

platform / data architect

Keep one model across every service.

Stop two teams quietly modeling the same entity three ways. One source, one shape, enforced.

staff / principal engineer

Import the model, don't redraw it.

Typed contracts your code imports directly — generated from one source, so they cannot disagree with themselves.

eng lead / head of platform

Move faster without the rot.

Certainty at speed: every change drift-gated, so velocity doesn't cost you coherence.

founder / CTO

The model stops living in one head.

A living, provable contract — not a stale diagram and a person who remembers how it really works.

faq

Straight answers.

Does mainerd own my model?

No. Your repo stays the single source of truth. mainerd reads it and proposes changes as pull requests — it never republishes.

Will it change my data?

Never. It observes and scores. A finding becomes a PR a human merges — mainerd runs the estate without mutating it.

What languages?

API-first, language-neutral contracts that generate into your runtimes — the same declaration, no hand-mirrored drift.

How does it catch drift?

Every change is gated against the canonical model. A divergence fails the build in review, not in production.

Certainty at speed.

Point mainerd at your domain. Get one provable model back.

Book a derivation session