Your business never stops evolving. Now your systems can keep up.
Aedeon builds a living semantic map of how your systems actually work — then turns your intent into executed, verified change.
Enterprises have to evolve constantly. Their systems can't.
Every quarter brings a reason your systems must change: a new product, a new regulation, a new platform, a database license you need to leave behind. But the systems that run the business were written over twenty years, across millions of lines and hundreds of applications — and no technology has ever given you a full semantic view of how they actually work, kept current as they change. Static documentation goes stale the day it's written; the tools that exist see one file or one repo at a time.
So every change starts with months of manual archaeology, guesses get baked in, and most change initiatives fail. Your team was never the problem. What's been missing is technology: the complete, living view — and a system that can act on it from your intent.
The same change, run twice.
Without the map — an AI coding agent is pointed at the billing repo and told to move off Oracle:
"Done! I've converted the schema, rewritten the queries for Aurora, and updated the ORM config. You'll want to re-run your test suite."
What it missed:
- — A rate-tier business rule living in a 14-year-old stored procedure — silently dropped
- — The nightly reconciliation job that reads the same tables from a different codebase
- — Two compliance checks enforced at the database layer, not in app code
- — A downstream BI feed whose lineage crosses three systems
- — 11 integration tests that assert on Oracle-specific behavior
Each one is an outage, an audit finding, or a quarter of cleanup — discovered in production.
With Aedeon — the same change runs against the graph. Graph had already mapped the stored-procedure rule, the reconciliation job, the database-layer checks, and the cross-system lineage — because it reads all the code, not one repo. Supervisor planned all of it from one sentence of intent. Evolve performed the change and verified the new system against the old on production traffic. Nothing missed.
Map → Evolve.
One product, three components, one workspace. Click either beat to see what happens inside it.
The living semantic map of how your systems actually work: every application, database, pipeline, and business rule, parsed from your code, connected across systems, and kept current as they change. 99% of business logic mapped automatically.
Our proprietary planning model. Tell it what you want — "get us off Oracle," "rebuild this claims workflow" — and it converts that intent into a step-by-step plan, then orchestrates the frontier models to carry it out against your graph.
The agents that perform the change: updates, upgrades, replatforms, refactors, rewrites. Your team approves every gate; every change is verified against the old system on your real traffic and lands in your Git with its full history attached.
Studio is the workspace where all of it happens — one interface for exploring the graph, expressing intent, reviewing plans, and approving changes.
Software needs a knowledge graph.
"Software has always been easier to write than to change. Every enterprise runs on systems it can no longer safely touch — because nothing ever recorded how they actually work. Finance has a ledger. Sales has a CRM. Software needs a knowledge graph.
When frontier models made the missing system buildable, we built it: a living map of your systems, and an engine that turns your intent into verified change."
— Bal Heroor, co-founder & CEO
Subscription + pay as you go. Start without an upfront commitment.
Subscription + pay as you go — the platform, plus the evolution credits actually used. Start without an upfront commitment.