Tokko Lab · Staff pass FLOW-01
Support tickets
Answers tickets and hands the rest to your team with full context.
AI agents · AI consulting
AI that does the work.
Tokko Lab designs, builds and runs AI agents for your real workflows: support, operations, documents and data. Grounded in your systems, with guardrails and cost control.
30-min call → proposal. No commitment.
- AI agents
- AI consulting
- RAG pipelines
- MCP servers
- Automation
- Digital coworkers
- Evals & guardrails
- Observability
What we do
We ship AI to production.
One focus: AI that reaches production and stays there. Everything else we build exists to make that AI real.
agents · RAG · MCP
AI agents
Autonomous coworkers for real roles that answer tickets, process documents and watch your systems.
- Support & operations agents
- Docs-grounded RAG
- Custom MCP servers & tool use
- Guardrails, evals & cost control
Run in production by us
audit · roadmap · enablement
AI consulting
We map your workflows, find where AI pays off, and roll it out across your team, with training instead of slideware.
- Workflow & opportunity audit
- Prioritised AI roadmap
- Secure rollout in your stack
- Team enablement & playbooks
One workflow proven before the rest
Everything around the AI
So the AI ships as a real product, not a notebook.
Web & apps
Fast sites and apps that house the AI.
Product design
UX, UI and design systems, from prototype to production.
SEO & growth
Technical SEO and content for Google and AI search.
Integrations
Wired into the tools you already run.
The digital workforce
Your next hire isn't a person.
Every agent ships like a real role: a shift set by its trigger, a salary in tokens, never a headcount.
Tokko Lab · Staff pass LEDGER-02
Invoice processing
Checks each invoice against its purchase order and files it for approval.
Tokko Lab · Staff pass ATLAS-03
Knowledge answers
Answers from your docs, with the source linked.
Tokko Lab · Staff pass PULSE-04
Ops monitoring
Watches the dashboards so your team doesn't.
Tokko Lab · Staff pass SIFT-05
Data pipelines
Processes your documents every night.
Tokko Lab · Staff pass WARDEN-06
Guardrails & QA
Holds sensitive actions until a person approves them.
How we work
No decks. Three moves.
The same three moves for every engagement: scoped, demoed, run in production by us.
- Scope
Call → proposal
A 30-minute call, then a technical proposal. Fixed price or retainer. Nothing starts until you say go.
- Build
Working demos
We prototype on synthetic data and wire your real systems once behaviour is proven.
- Run
Production, operated
Goes live with evals, observability and cost dashboards baked in. We operate what we ship.
Every step delivers something you can open, from the proposal to the system in production.
Built for European teams
Reliable, private, yours.
Reliability, privacy and cost control aren't add-ons. They're how we build from day one.
EU data residency
Hosted in the EU. Your data stays in your boundary; nothing trains external models.
GDPR by default
Data minimisation, retention controls and audit logs on every action.
You own everything
Code, prompts, evals and infrastructure live in your repos and your cloud. No lock-in.
Guardrails & approvals
Sensitive actions gated behind approval and rollback. Nothing ships unmonitored.
Questions? Answered.
We have the answer.
How do we know if our workflow is AI-ready?
We start with a workflow audit: the process, decision points, exceptions and data. Mostly reading and answering points to RAG. Needs decisions and actions points to an agent. You get that read on the first call.
Will you train on or expose our data?
No. We prototype on synthetic data and only connect real systems once behaviour is proven, inside your security boundary. Nothing trains external models, and every action is logged and auditable.
What does it cost?
It depends on the scope, which we agree up front. Fixed-price projects, monthly retainers or short advisory sprints, with a token budget baked in.
Who owns what you build?
You do. Code, prompts, evals and infrastructure live in your repos and your cloud from day one. If we part ways, everything keeps running without us.
What happens after launch?
Nothing ships without monitoring, approval gates for sensitive actions and rollback. After launch we stay on for support and iteration, retainer or ad-hoc, and you get full runbooks either way.
Let's put AI to work.
Tell us the workflow that's eating your team's time. We'll tell you if it's buildable, on the first call.
30-min call → proposal. Fixed price or retainer. No commitment.