Managed teams to train your AI model
RLHF evaluation, coding review by IIT engineers, and domain experts who actually hold the credentials. We hire them, train them on your workflow, and manage the quality. You get results - not a crowd-work account to babysit.
Trained First
Mercor and Surge sell you access to gig workers. We do something no crowd platform does: we train the team on your workflow before they touch a single task.
The difference is who carries the work
Crowd platforms hand you a marketplace and a management problem. OSCABE hands you a trained, managed team and the finished output.
| Gig platforms (Mercor, Surge, crowd) | OSCABE managed team | |
|---|---|---|
| How you get people | You post tasks, strangers pick them up | A dedicated team, the same people every week |
| Training on your workflow | None - generic crowd workers | Trained on your rubric before day one |
| Quality management | You manage every individual yourself | OSCABE lead manages calibration and QA |
| Consistency | Different person every task | Same trained experts, improving over time |
| Legal & data | Unclear, per-worker | One UK contract, GDPR-aligned, NDA-covered |
| Cost model | Premium per-hour ($90-130/hr) | Fixed monthly, 75-80% lower |
Six ways we train and evaluate AI
Every service is delivered by a managed team, trained on your standards. Tap any service to see what it covers.
Trained First, not hired-and-hoped
The thing that breaks RLHF projects is inconsistency. Trained First fixes it before it starts.
We learn your workflow
Before anyone starts, we study your rubric, your tools, your edge cases and your quality bar - the exact way your AI team works.
We train the team on it
Every reviewer is trained on your specific taxonomy and standards. They practise on sample tasks until they hit your calibration target.
They start calibrated
Day one, the team is already aligned to your scoring. No three-week ramp where you pay for people learning on your dime.
We manage the quality
A lead reviews output, runs inter-rater agreement checks, and keeps the team calibrated as your guidelines evolve. You get results, not a staffing problem.
Four AI training teams, built to deploy
Fixed monthly price. Trained on your workflow. Managed by an OSCABE lead. Switch GBP or EUR in the top bar.
Coding RLHF Team
IIT-trained engineers reviewing AI code. The highest-value RLHF tier.
RLHF Evaluation Team
Structured human feedback at scale. Managed quality. UK contract.
Domain Expert AI Team
CE-verified engineers. ICAI CAs. IIT AI specialists. The rarest tier.
Training Data Pipeline Team
Expert-annotated data. Trained on your taxonomy before day one.
Domain experts no crowd platform can match
For the highest-value evaluation work, AI labs need verified expertise - not a generalist who read a wiki. OSCABE taps talent pools competitors cannot reach.
Engineering & Automation
CE-verified engineers (Chartered Engineer, MIET) evaluate AI outputs on industrial systems: PLC logic, SCADA configurations, automation safety, process control.
Finance & Accounting
ICAI Chartered Accountants evaluate AI financial outputs: investment analysis, accounting entries, tax calculations, compliance logic, audit reasoning.
Software & AI
IIT/NIT-trained ML and software engineers evaluate AI model reasoning, coding outputs and technical documentation.
From brief to delivering team in weeks
Tell us what you need
Coding RLHF, response review, domain evaluation or annotation - and the volume and domain.
We assemble the team
We select the right experts from our India and Middle East talent pool and verify their credentials.
We train on your workflow
The team is calibrated on your rubric and tools until they hit your quality bar. Trained First.
The team starts delivering
You get consistent, structured output from the same people every week, on a UK contract.
We manage and scale
A lead keeps the team calibrated and you can scale the team up or down as your needs change.
Expert teams at a fraction of gig-platform cost
Fixed monthly pricing. No per-hour premiums. The team earns a fair, transparent share and OSCABE takes a clear management fee.
💻 Coding RLHF Team
3 people⭐ RLHF Evaluation Team
5 people🎓 Domain Expert AI Team
3 people🏷️ Training Data Pipeline Team
4 peopleThe conversation-stopper
Better management, UK legal protection, and a team trained on your workflow before they start. Switch GBP or EUR in the top bar.
Built for teams shipping AI
Backed by deep AI and engineering roots
OSCABE's AI Training Teams draw on the same vetted India and Middle East talent network behind our managed engineering pods, and on the technical depth of our sister venture Nxted in applied AI. When you hire an OSCABE AI training team, you are hiring a partner that builds with AI, not just one that staffs it.
Stop babysitting crowd workers. Get a trained team.
Tell us what your AI model needs and we will build, train and manage the team to deliver it. First calibrated output in weeks, from £6,000/month.