Product · Available May 2026
The AI that builds itself.
Your operating model as source code. Machine-readable, human-readable, executable.
One resident AI inhabits a runtime assembled from that code, plans against it, and executes deterministic programs against every system of record your business already runs on.
§01
Platform shape
Powered by the systems you already use.
No new protocols. No data migration. The specification below describes the shape of the platform at public beta.
The ecosystem
A unified workspace.
Where your teams and RARS operate side by side, with shared semantics across every workflow.
The artifact
Semantics as a versioned spec.
A composable specification of your operating model. Install it in your workspace; RARS executes it.
Deployment
Flexible, where it runs.
- Public cloudMAY 2026
- Private cloudJUN 2026*
- Customer-VPCON ROADMAP
Model choice
Bring your own, or let us route.
Models are data services RARS plugs into, not dependencies we force on you. Bring your own provider account, or use our Managed Model Router and we'll broker it for you.
NATIVE · ANTHROPIC / OPENAI / AZURE OPENAI / AWS BEDROCK
§02
Architectural shifts
Codify your operating model and execute it as a living software system.
Four deliberate architectural choices separate RARS from the category of agent frameworks. Each is documented as a reference figure.
Shift 01
Review a diff, not a trace.
Verify outcomes by reading a structured diff of what changed in your business state. Which resources were modified, by whom, and why. Full execution traces are there if you need them, but you won't.
ReferenceShift 02
One resident AI, not a committee of specialists.
Multi-agent systems recreate the exact dysfunction they were supposed to fix. Partial views, lossy handoffs, back-and-forth coordination. RARS internalizes one collaborative context graph of the data, decisions, and actions that led to an outcome. One AI, full context.
Reference
Shift 03
Stop reacting. Start planning.
Reactive agent loops re-infer every step. Plans drift, errors compound. RARS separates reasoning from execution: while the AI is exploring the graph it loops; when it decides to act, it writes a deterministic program and hands it to the runtime to execute. The plan runs as written.
ReferenceShift 04
A unified system, not twenty tools.
Systems are disconnected. The integration layers between them are people or agents operating without proper semantics. RARS connects your processes and existing systems of record into a unified operating model.
Reference
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