Agent behaviour
Task definition, reasoning policy, response and action boundaries.
What we build
01 / Focused agents
A capable agent, built around one defined job.
Design and engineering for agents that research, decide, create, or act within a clear product or operational boundary.
Discuss this systemSERVICE SCOPE
A focused agent is the right starting point when the work is bounded but still requires context, judgment, or tool use. We build the agent and the supporting system needed to complete that job reliably.
CONTEXTProduct stateUser contextKnowledge
OPERIVORA RUNTIMEProduct agentreason · act · coordinate
TYPED TOOLSReadCreateUpdate
BOUNDARIESScoped identityTool policyAction approval
SYSTEM COMPOSITION
Narrow scope does not mean shallow engineering.
The agent still needs the right context, typed tools, identity, action limits, evaluation, and recovery. The architecture is compact because the job is clear, not because the controls are missing.
Product context
Live state, user context, domain knowledge, and persistent memory where needed.
Tool access
Typed functions and APIs limited to the actions the agent is authorized to perform.
Evaluation
Checks for task quality, tool behaviour, failure conditions, and escalation.
WHERE IT FITS
Use this service when:
An agent embedded inside an existing product
A specialist agent for research, analysis, or document work
A tool-using agent responsible for a bounded operational task
DELIVERY MODEL
Define
Specify the job, context, tools, authority, and completion criteria.
Build
Implement the agent, integrations, interface, guardrails, and evaluations.
Operate
Observe real behaviour, resolve failure modes, and improve task performance.