APPLIED AI & AGENT SYSTEMS

Agents that act,pause and resume.

We build tool-using AI systems with explicit state, scoped permissions, failure tests and human hand-offs.
Scope an agent workflow
Illustrative / agent executionPATTERN 01

Request / renewal_assistant

Prepare the renewal for the current term.

  1. 01READcontract.read + usage.readCurrent terms loadedPASS
  2. 02DRAFTrenewal_draft / draft_41Draft only; no message sentREADY
  3. 03GATEcontract.sendOwner approval requiredHELD

Persisted state

waiting_for_approval · draft_41

Side effects

0 writes before approval
On approvalresume draft_41

contract.send · idempotency_key=renewal:draft_41

Example only. Tools and approval rules follow the client’s system.

01 / WORKFLOW DESIGN

Choose the work worth automating.

Map the task, exceptions, systems and approval points before deciding what to build.

01

We do

  • Workflow and exception mapping
  • Value and feasibility assessment
  • Tool and data access plan
02

You receive

  • A prioritised workflow, architecture and acceptance criteria

02 / AGENT SYSTEMS

Build agents with clear limits.

Connect tools and state, then test permissions, recovery and human hand-offs.

01

We do

  • Tool and API integration
  • State and context handling
  • Permission gates and human approvals
  • Tracing and regression tests
02

You receive

  • A working prototype or integrated system, tested against agreed criteria

Start with one workflow.

We’ll agree the task, tools and approval points before the build.
Scope an agent workflow

FAQ

01How much autonomy do agents have?

We agree tool permissions, approval gates and when a person reviews or takes over.

02Can you integrate with our existing software?

Yes. We connect to existing systems and test the workflow for failures, escalation and hand-off.