Agentic AI studio

Agentic AI, built to your standards.

Agents, assistants and automations for businesses, startups and companies of any size. Custom-built, tested on your own data before you sign, and running in your own cloud.

Describe a task See how we work

What I build

Any agentic AI your business needs.

From one agent that clears a backlog to a multi-agent system across your stack. Each one is designed around your data, your systems and your rules, tested on your own cases before it goes live, and handed over with a runbook. If a tool you can buy already does the job, I'll say so and help you set it up.

AI agents and multi-agent systems
Agents that plan, call your tools and finish multi-step work across your systems, with a person approving anything that matters.
Assistants and copilots
For your team or your customers. Grounded in your own data, with the source shown, and honest when they don't know.
Knowledge search over your documents
Wikis, files, tickets and contracts turned into cited answers that respect who is allowed to see what.
AI features inside your product
Structured output, streaming, cost and speed budgets, and evaluations that run on every release.
Workflow automation and integrations
Agents connected to your CRM, ERP, helpdesk and databases through their APIs and MCP, with every action logged.
Evaluation, guardrails and governance
Test sets, scoring, prompt-injection defences, data redaction, approvals and an audit trail, including for AI you already run.

And custom builds to your standards: your stack, your security rules, your review process.

Every build is tested on a set of your own cases before it goes live, and you see the score; it is a measurement, not a guarantee. Where your data is stored and where the AI model runs are agreed in writing before I start. Have something else in mind? Describe it. Some work I don't take on: see the limits.

Every build comes with

A control portal for your AI.

See what ran, approve what matters, and track cost and results. It runs in your cloud, behind your own sign-in.

HomeApprovalsRunsReadinessLarkfield · HomeGood morningWhat ran, what waits on a person, and spend against budget.Waiting on a person32Oldest 2 hRuns today128126 succeededSpend vs budget41%Posted this month412All approvedWaiting on a personINV-0412 · Larkfield SuppliesTotal is over the approval limitSign-off2 hReply to ticket 10452Refund requests always go to a personSign-off40 minRestart worker · billing-apiA change in productionReversibleApproved12 minLarkfield · ApprovalsApprovalsEverything waiting on a person, with the evidence to decide.Waiting on me 32All waitingDecidedExpiredINV-0412 · Larkfield Supplies2 hReply to ticket 1045240 minRestart worker · billing-api12 minRestart worker · billing-apiWhy a personA change in production needs sign-off.Agent's viewQueue depth rose after the 09:40 deploy. A restart cleared the same pattern twice this month.Check afterQueue depth under 100 within 5 minutes.UndoRoll back to the previous task definition.Expires in 46 minApproved by Ops leadApproveApprovedRejectLarkfield · Runs and auditRuns and auditEvery run and decision. Kept for 400 days, locked.RunsApprovalsGate decisionsSettingsUTCActorEventResultCopy09:55Ops leadApproved: restart workerSuccessSealed09:52ops-triageProposed: restart workerWaitingSealed09:41Finance leadApproved INV-0409SuccessSealed09:40invoice-readerRead INV-0412SuccessSealed09:38Policy gateHeld: refund replyHeldSealedLarkfield · Readiness checksReadiness checksRules each agent must keep passing, level by level.Agent readiness · invoice-readerLevel 1BasicLevel 2GuardedLevel 3ProvenOwner setBasicPurpose setBasicData class setBasicOnly approved toolsGuardedMonitoredGuardedWithin budgetGuardedTest set passed in the last 30 daysProvenNo flagged runs in 30 daysProven

A short loop of the portal: a production change waits on the home page, a person approves it, the audit log records it, and the readiness checks show where the agent stands. Demo: built by Hadavin to show how this works. Sample data. Not a client project.

Approvals
Anything that sends, pays, changes or deletes waits here.
Audit log
Every action and decision, recorded and searchable.
Cost
Spend against budget, before the invoice.
Readiness checks
Rules each agent must keep passing.

Tour the client portal

How we work

Five steps, each with a way out.

01
Discover
A free 20-minute call about one task.
02
Prove
Your own samples, measured before you sign.
03
Build
In your cloud, with progress every week.
04
Pilot
The agreed test, run on the frozen set.
05
Hand over
A system your team runs without me.

See how we work

Describe one task.

Tell me what takes your team hours each week. I reply within one working day, with questions and call times for your time zone.

Describe a task See pricing

Agentic AI, built to your standards.

Any agentic AI your business needs.

AI agents and multi-agent systems

Assistants and copilots

Knowledge search over your documents

AI features inside your product

Workflow automation and integrations

Evaluation, guardrails and governance

A control portal for your AI.

Approvals

Audit log

Cost

Readiness checks

Five steps, each with a way out.

Discover

Prove

Build

Pilot

Hand over

Describe one task.