An AI implementation partner for established companies.
We map how the company actually runs, design the system with its approval gates, build it into the tools you already use, and stay accountable for it in production.
Best fit: companies with repeated work across sales, support or operations, and one person willing to own the result. Read the case studies or see what we install.
Six steps, each with an output and a control.
Map how the company runs
We sit with the people who do the work and follow enquiries, documents and money through the tools that handle them today. A few hours a week of your team's time, not a questionnaire.
A process map with the cost of every delay and exception.
Your operating team reviews the map before any scope is set.
Sample: 96 repeated tasks found in one week at an insurance brokerage. Case study
Define the system
You get the outcome, the boundaries and one fixed price in writing before any work starts. It moves only if the scope does.
The agent design: what it reads, does alone, and where it stops.
Every action has a named approver before the build begins.
Sample: 24 actions covered by written authority, 6 approval gates. Case study
Connect the existing stack
We build into the CRM, WhatsApp, inbox, calendar and accounting tools you already use. Nothing is ripped out and nothing is migrated.
Every connection documented, tested and marked live or pending.
Least access by default. Sensitive records stay in your environment.
Sample: four systems joined for a real estate lead desk. Case study
Run in review mode
The agent reads real events and prepares real work. Your team approves every result before anything goes out or enters a record.
Real work prepared every day, waiting in an approval queue.
A person signs off on every action until the record is clean.
Sample: 312 enquiries answered in review mode in one month. Case study
Grant narrow authority
Stable, proven actions start running alone, one action class at a time, with limits, escalation rules and an audit trail.
Written authority per action, with limits and escalation rules.
Money never moves without a person. Every action is logged.
Sample: sanctions hits are held with a reason, never cleared by the agent. Case study
Launch and improve
We take it live and watch it in production. With managed operation we host, monitor and improve it as the business changes. Or take a documented handover.
A weekly operating report and full documentation.
You own the configuration and the operating logic.
Sample: 187 tasks closed without a person in one week. Case study
Four stages, paced by your team.
A single department usually takes four to six weeks from the first mapping session to narrow authority. Wider installs repeat the shape, one department at a time.
Diagnosis
We map the work as it runs today.
- Process map
- Cost of each delay
- Named owner on your side
Systems
The design, priced and signed.
- Agent design
- Connection list
- Fixed price and live date
Controls
Live in review mode with approval gates.
- Approval queues
- Escalation rules
- Audit trail
Rollout
Authority granted action by action.
- Autonomy per action class
- Weekly operating report
- Handover or managed operation