Coryntas Agent Harness

More intelligence per
token.

A better agent harness improves quality and reliability while reducing waste—so enterprise agents can take on harder work without adding unnecessary tokens.

Get a demo
Turn advanced AI into efficient, dependable work.

Model choice, not lock-in

Coryntas supports frontier and open models, so every step can run on the most capable and efficient model for the job.

Built for token efficiency

Tools run through code, each step receives only the context it needs, and larger models are reserved for work that requires them.

Optimized for enterprise work

From research to artifact generation and automations, every run is grounded, observable, and designed to improve safely over time.

The right model for every step.

Coryntas routes work across models without provider lock-in. Fast models handle routine retrieval and transformation; deeper reasoning is available exactly when the work calls for it.

Explore the agent system
Task routingLive orchestration
01
Incoming taskPrepare renewal brief
FastRetrieve signalsReady
CoreSynthesize accountSelected
DeepResolve ambiguityStandby
Chosen for quality, latency, and cost

Execute in code. Stay efficient at scale.

Tools are callable functions, logic runs in a sandbox, and intermediate data stays in variables and files instead of re-entering the model at every step.

See how enterprise agents work
run_agent.tsSandboxed
Execution completeVerified output saved
1.8s

Context that keeps AI on track.

The harness selects, trims, and structures only what each step needs. Agents stay coherent across long workflows without crowding the model window with noise.

Explore connected context
KnowledgeActivityPoliciesSystems
Focused contextStep 04 / 07
Renewal termsKeep
Account signalsKeep
Unrelated historyTrim
Duplicate recordsTrim
Context windowPurpose fit

AI that learns how work gets done.

Every execution leaves an observable trace. Successful tool sequences and workflow patterns become reusable strategies that improve future runs with accountable oversight.

See how improvement stays governed
Execution traceRenewal agent · Run 1842
RetrieveRelevant sources selected0.3s
ReasonPolicy path matched0.8s
ActBrief created and saved0.5s
LearnStrategy promotedNew
Reusable strategyAccount renewal · v12Improved

Explore more resources

More resources

ENTERPRISE AI AGENTS

Work AI that works.

Get a demo