Choose a valuable job
We clarify what repeats, who does it now, how often it happens, what delay costs and how success can be observed.
How it works / 02
Understand the work before automating it.
A dependable agent is not a prompt attached to your business. It is a defined workflow with context, tools, rules, controls, tests and an agreed finish line.
Delivery process
Six stages from problem to production.
The precise scope varies, but the discipline remains the same.
Study real examples
We review normal cases and awkward exceptions, including what people check, which policies apply and where mistakes happen.
Define the agent
We document triggers, context, tools, permissions, rules, approvals, escalation routes and the exact definition of done.
Connect the first useful version
We begin with the smallest mode that produces value: draft, triage, coordination or a bounded action.
Test against realistic work
We use representative scenarios to identify failure modes, assess accuracy and improve the workflow before expanding responsibility.
Operate and improve
Once live, activity and outcomes inform maintenance, policy changes and decisions about adding further capability.
The agent specification
Seven questions every implementation must answer.
This turns a broad ambition into a system that can be tested and governed.
Trigger
What wakes the agent up: a call, message, form, new record, scheduled time or system event?
Context
What information does it need, where is that information stored and which source takes precedence?
Tools
Which applications and channels can it read from or write to, and through what controlled connection?
Rules
What policies, limits and decision criteria must govern its behaviour?
Approval
Which outputs or actions require a person to review them before they proceed?
Escalation
When should the agent stop, what context should it package and who should receive the handoff?
Outcome
What observable result proves that the job was completed properly?
Built-in trust
The wrapper matters as much as the agent.
Your team needs a practical way to see what happened, intervene when necessary and understand whether the system is doing useful work.
- 01Activity logs
Relevant inputs, actions, outcomes and handoffs can be reviewed.
- 02Approval controls
Higher-risk work can remain draft-only until a person confirms it.
- 03Operating limits
Permissions, thresholds and prohibited actions are documented.
- 04Evaluation set
Representative examples provide a repeatable way to test changes.
Engagement
Scoped around one useful first responsibility.
We normally separate implementation from ongoing management and usage. The proposal depends on workflow complexity, systems, risk, volume and support requirements.
IMPLEMENTATION
Map, configure, connect and test.
- Workflow discovery and agent specification
- Knowledge and rules configuration
- Integration with agreed systems
- Evaluation, controls and launch preparation
MANAGED SERVICE
Monitor, maintain and improve.
- Ongoing platform and workflow operation
- Usage and outcome review
- Adjustments when policies or tools change
- Agreed support and enhancement scope
FIRST CONVERSATION
Show us the work as it happens today.
You do not need an agent specification. Start by describing the job, its volume, its systems and where it currently breaks.