Typed AI for how your organization actually operates.
Stop wrestling AI into the shape your team needs. Define the shape once — stories, runbooks, postmortems, requests, reviews — and Realmtrix produces conversational AI that conforms to it every time.
Forms are too rigid. ChatGPT is too loose. Realmtrix is the missing middle.
Forms force humans to translate messy reality into someone else's boxes. AI chat lets every conversation drift into unstructured prose nobody downstream can rely on.
Realmtrix lets your team define the structure once — a typed substrate — and lets anyone in the org have a conversation that produces conformed, validated output.
The output behaves like a database row.
A substrate for every recurring interaction.
Engineering Story
Typed user stories with acceptance criteria, dependencies, and tool-verified scope against your repo.
Postmortem
Incident timelines, root cause, action items — pulled live from your logs, PRs, and Slack threads.
RFC / Design Doc
Architecture proposals that stay conformed across teams, with required sections enforced.
Runbook
Typed operational procedures with validated steps, tool bindings, and live verification.
Service Request
Cross-team handoffs that arrive complete the first time — no back-and-forth needed.
Knowledge Article
Wiki entries that don't drift. Required sections enforced, sources cited, versioned forever.
Forms. Conversations.
Every business runs on forms — intake, requests, security questionnaires, postmortems, reviews. They all have the same problem: a human translating reality into someone else's schema by typing into boxes. We replaced the boxes with a conversation. The schema still wins.
Four primitives. Nothing magical.
Typed schemas, defined conversationally.
Sections, fields, constraints, validation rules, allowed tools. Versioned. Portable. Built through dialogue, exported as structured artifacts.
Bound by the substrate. Can't drift.
The AI is constrained by the schema — it can't skip required sections, can't hallucinate fields, can't finalize until conformance hits 100%.
Grounded in your systems. Not guessed.
Each substrate declares the tools the AI may use — your repo, your tickets, your docs, your APIs. Output is grounded in reality, not invented.
Structured. Validated. Yours.
Markdown, JSON, or pushed directly into Jira, Confluence, GitHub, ServiceNow — wherever your system of record lives.
The substrate layer for AI-era operations.
ChatGPT proved conversational AI is how humans want to interact with software. But organizations don't run on conversations — they run on conformed, repeatable, typed interactions. Realmtrix is the layer that makes those two facts compatible. Your team gets the conversational interface. Your systems get the structure they require. Your operations stop drifting.