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AI Data & Knowledge Operations

AI Data & Knowledge Operations Outsourcing for UK Companies.

High-Fidelity Data for Your AI. High-Value Research for Your Strategy. Move beyond basic data entry. Hire university-educated Knowledge Ops teams for RLHF, data annotation, and complex market research.

9:00–18:00 UK time (GMT+3)
|7–14 days from signed agreement
|EOR (you manage) or Managed Services (we manage)
Human-in-the-Loop AccuracyNDA ProtectedScalable Teams99.5% Data Accuracy TargetISO 27001-Aligned Controls

The challenge

Why UK AI teams struggle with data operations.

Building AI products requires vast quantities of labelled data, but crowdsourcing platforms deliver inconsistent quality and zero accountability. Hiring in-house annotators in London costs £25–40/hour and takes 6–8 weeks to recruit. Meanwhile, your model training stalls, release timelines slip, and competitors with faster data pipelines ship first. The bottleneck is not your model architecture. It is the speed and quality of your ground truth data.

At a glance

The numbers behind delivery.

Data Accuracy Target
99.5%
Annotations per Month
1M+
Savings vs UK Analysts
65%

Meet Your Next Hire

Managed annotation pipeline for a self-driving car dataset — 200,000+ images labeled to SAE Level 4 specification.
Lucy A.

Lucy A.

Lead Data Annotator / QA

Education

BSc Computer Science

Experience

3–7 years in ai data & knowledge operations roles

Economics

UK loaded cost vs Treba.

Fully loaded comparison — Treba cost includes salary, Nairobi office, equipment, IT infrastructure, and full compliance. No hidden fees.

Audio Transcriptionist
Save 78%

Remote from Nairobi

Audio Transcriptionist

Pre-vetted · Interview in 48hrs · Start in 7 days

UK Cost

£38,592

Treba Cost

£8,400/yr

You Save

£30,192/yr

Hire a Remote Audio Transcriptionist

Compliance built in. Not bolted on.

UK GDPR + IDTA

International Data Transfer Agreement for lawful UK–Kenya data flows. Executed by legal counsel. Annual review.

Kenya DPA 2019

Modelled on EU GDPR. Regulated by ODPC. Enforceable. Equivalent protection.

ISO 27001-Aligned

Biometric access. Clean desk policy. CCTV. Network segmentation. No shortcuts.

Cyber Essentials

UK government-backed baseline cybersecurity certification. Audited annually. Public record.

How it works

How we deliver.

01

Calibration

You provide a 'Golden Set' of data or a detailed research brief. We align on quality standards before any volume is processed.

02

Pilot

We process a small batch (free or low cost) to prove accuracy against your guidelines.

03

Scale

Once quality is calibrated, we deploy a dedicated team of 5–50 staff.

04

Loop

Continuous feedback loop — your QA comments feed directly back to improve model or research quality.

Engagement models

Two ways to work
with Treba.

Choose the model that fits your team. Switch anytime.

EOR (Employer of Record)

Managed Services

Learn more about our engagement models
Treba team
£17kAvg. annual
saving

Your Treba team

James M.

James M.

KYC Analyst

£9,200
Amina K.

Amina K.

Med. Transcriber

£8,400
David O.

David O.

QA Tester

£10,800
Total / yr£28,400

FAQ

Frequently asked questions.

Industries

Industries we serve.

AI Data & Knowledge Operations outsourcing for regulated UK industries.

WE ARE TREBA

Save 65% on your AI data operations team.

Interview pre-vetted data annotators, research analysts, and knowledge managers within 48 hours. Start your pilot in as little as two weeks.