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We make your firm AI-first. Built on your infrastructure.

We embed with your team, understand your workflows, and build AI systems that run on your stack. When the engagement ends, you own everything. No vendor lock-in.

Start with an auditSee how we work
AI is moving fast. Most firms in your sector are not keeping up.
19%

of the average working week is spent searching for information workers know exists somewhere.

McKinsey Global Institute

244%

ROI over 12 months for firms investing in AI-assisted operations.

Independent Agent Study

12 min

One specialty broker cut document processing from 3 hours to 12 minutes daily after automating a single workflow.

AI Agent Case Studies UK

01 · How We Differ

We do not draw slides and leave.
We build the thing.

The market is split between product companies that sell AI platforms and advisory firms that bill for strategy decks. We do neither.

01

We design for your operation, not a category.

No templates. No product. We study your workflows, your regulatory environment, and your team’s expertise. The design follows the problem.

02

We build on your infrastructure. You keep everything.

Your stack, your code, your data. No licence fees. No dependency on Translabour to keep things running.

03

You get a written diagnosis before you commit to anything.

Four days mapping your operations. Written report at the end. Yours to keep whether you proceed or not.

02 · What We Build

Every engagement is different.Here is the kind of work we do.

We are a small, specialist team. We do not sell a product and apply it to your operation. We work with you to understand your specific workflows, your team's expertise, and your regulatory environment, and we design and build something that fits.

01

End-to-end AI transformation

Full operation redesign. Audit through architecture through build.

02

Knowledge capture and search

Expertise lives in email threads and shared drives. We make it searchable.

03

Workflow automation

Repetitive admin, handled by agents you own.

04

Regulatory readiness

DORA gap analysis. Written assessment. Remediation plan.

05

Custom engagements

Does not fit a category. Talk to us.

What the Assessment Reveals

Every firm holds a decadeof expertise in its systems.

Before we build anything, we map everything. Fragmented workflows, manual data movement, knowledge that never made it into a system. The output: a complete picture and a prioritised action plan.

03 · How We Work

We build it. We train your team.You own everything.

01

Review

We start with your current systems. Email, documents, management platforms, industry portals. We map where knowledge sits, how it moves, and where it falls through the gaps.

02

Strategy

No two firms operate the same way. We design an AI strategy around your specific pain points, compliance requirements, and team structure. Risk evaluation and governance built in from the start.

03

Build

Knowledge bases, personal agents, automated workflows. What we build follows directly from the strategy. Every tool trained on your data, your processes, your operations.

04

Train

Structured sessions for your teams and IT. Your people run the system on your infrastructure. No Translabour dependency. Ever.

05

Support

New products, new lines, new hires, all integrated. Available when you need us, never locked in. Month to month.

04 · What You Receive

Five deliverables.All yours.

01

Operational audit report

You know exactly where your institutional knowledge lives and what happens when someone leaves.

02

Implementation roadmap

A phased plan built around your workflows. Not a template with your name on it.

03

Governance sign-off

Your compliance team approves every policy before a single tool goes live.

04

Deployed tools on your infrastructure

Running on your servers. Nothing touches a third-party system.

05

Full handover

Your team operates it independently. Documented, trained, no ongoing dependency.

05 · Our Stack

We build with proven AI tooling. We deploy on your stack.

No new platforms. No new subscriptions. Every system we build runs on the tools your team already knows.

Built with
LangChainLangGraphPaperclipOpenClawMCP
Integrates with
Fit

The firms we work best with.

We do not take on every engagement, and we are direct about why. Here is what a good fit looks like.

A good fit
  • 10 to 500 people with deep domain expertise that is not captured anywhere
  • Regulated industries where compliance and data residency are non-negotiable
  • AI tools integrated with your existing stack, not a replacement for it
  • An internal contact who can stay involved throughout the engagement
What we are not
  • A chatbot vendor that builds in the cloud and bills you monthly to keep it alive.
  • A Big 4 advisory team that delivers a strategy document and leaves the implementation to you.
  • A product company with a platform applied to every client regardless of their situation.

Your Infrastructure, Your Rules

Your data stays put

Runs on your infrastructure. Nothing crosses your network boundary.

Fully traceable

Every output cites its source document. Every query logged for compliance.

You own everything

Code, models, workflows. Everything we build is yours to keep.

Your team runs it

Structured training and documentation so your team can operate independently.

GDPR-readyData sovereigntyAudit-compliantNo third-party data sharing
Oxford alumniEx-Accenture20+ years enterprise systems
About the team →

30 minutes. No pitch. No commitment.

We will map where AI compounds hours for your team, and say so honestly if there is nothing real to pursue.

  • Map where AI saves hours across your workflow.
  • Find the real leverage points, not the obvious ones.
  • Honest verdict if there is nothing worth pursuing.
Book your callOr email hello@translabour.com
What we cover
  • 10mYour ops, as you actually run them today.
  • 15mWhere AI compounds hours, not just shaves minutes.
  • 5mHonest call: is this worth pursuing?
Insights

Latest from the team.

See all insights →