Agents that runyour workflows.

We identify which steps an agent can own outright, which it should assist, and which should stay human. The output is a ranked shortlist with expected time saved and the risk attached to each.

• —Process mapping and task decomposition
• —Agent-versus-human boundary design
• —Value, volume and risk scoring
• —Pilot scoping and success criteria

The engineering behind agents that finish what they start: planning and reasoning loops, memory and state, retries and fallbacks, and multi-agent handoffs with a clear owner for every step. Built on frameworks that suit your stack, and designed so a failure degrades gracefully instead of stalling the whole workflow.

• —Single and multi-agent system design
• —Planning, memory and state management
• —Orchestration, retries and error recovery
• —Model selection, routing and cost control

An agent is only as capable as what it can see and touch. We connect yours to the systems the work lives in - CRM, ERP, ticketing, internal APIs, documents with retrieval that keeps answers grounded in your own data.

• —Tool and API integration, MCP servers
• —RAG and knowledge base grounding
• —Scoped permissions and secure credentials
• —Legacy and third-party system connectors

What separates a demo from something you can run unattended. We build evaluation suites against real cases, add guardrails for the actions that carry consequences, keep humans in the loop where the stakes justify it, and instrument every run so quality, cost, and failure patterns are visible from day one.

• —Eval suites and regression testing
• —Guardrails, approvals and human-in-the-loop
• —Tracing, monitoring and audit trails
• —Production rollout and continuous tuning