Operational Workflow Deployment
Redesign high-value workflows across people, AI, rules, APIs and existing systems, with clear economics and exception handling. Most operational work is not one decision. It is a sequence: something arrives, context is gathered from several systems, a judgment is made, records are updated, and someone is told. We build that sequence as one workflow, with the AI step in its right place rather than at the centre of everything.
Orchestration across your systems
Triggers from mail, forms, events, webhooks, schedules or an existing queue, with context assembled from the systems of record you already run.
Deterministic where rules are right
If a rule can do it correctly, a rule does it. The predictable part of the workflow stays predictable and cheap.
Reasoning where judgment is required
Where a task genuinely needs reasoning across tools and documents, we build for it and bound what it is allowed to do. Autonomy is granted on evidence, in steps, never assumed at the start.
Integration architecture
Read and write boundaries agreed before build, least-privilege access, idempotent writes and safe retries against systems we do not control.
Human approval and exception paths
Approval placed where risk actually sits, escalation with an owner and a time bound, and a clear record of what the system decided versus what a person decided.
State that survives reality
Long-running work resumes after failure, restart and retry without duplicating actions in your systems.