Human intelligence
for reliable AI.
Trained remote teams that evaluate, verify, and improve AI-generated outputs — so your systems perform at the standard your users expect.
Four
Core evaluation services
24–72h
Guaranteed response time
Global
Remote workforce, UK managed
The questions that keep AI teams up at night
—Is your AI giving users wrong answers right now?
—Would you know if your model got worse last week?
—Who checks your AI's output before your customers do?
Our answer
Review. Score. Improve.
Review
Certified human evaluators examine your AI's real outputs against your guidelines and ours.
Score
Every output is rated on accuracy, instruction-following, completeness, clarity, and safety — consistently, against a calibrated standard.
Improve
You get structured feedback data your team (and your models) can actually learn from.
11
Evaluations completed
4
Certified evaluators
3
Countries represented
24–72h
Response time
What we do
AI quality control
at scale
We help AI companies improve the reliability of their systems through structured human evaluation. Our teams review, score, and refine outputs to real-world standards.
AI Response Evaluation
We assess AI-generated answers for accuracy, clarity, and instruction compliance — delivering structured evaluation at scale.
Response Ranking & Comparison
We compare multiple AI outputs and identify the best-performing response, building the preference datasets your models learn from.
Content Quality Review
We detect errors, inconsistencies, and unclear reasoning in AI-generated content before it reaches your users.
Human Feedback Data
We generate structured feedback data to improve machine learning systems — the signal that drives genuine model improvement.
Built for reliability.
Designed to scale.
Our operational model is designed to grow alongside your AI systems — from pilot projects to continuous evaluation at volume.
Trained remote workforce
Every evaluator is trained to standardised guidelines before working on any client project.
Standardised evaluation system
A consistent scoring framework ensures data quality is uniform across every batch we deliver.
Consistent quality control
Multi-layer review processes catch what single-pass evaluation misses.
Scalable operations model
From one-off evaluation batches to monthly retainers — we scale to your requirements.
Managed by Triune Dynamic Limited
Registered and managed in the United Kingdom, with accountability built into every engagement.
People-powered AI quality
A trained global team behind every evaluation.
For clients
Improve your AI systems with reliable human evaluation.
We work with AI startups, EdTech platforms, and automation companies who need dependable evaluation at scale.
Work with usFor workers
Join our global remote team.
Work on structured AI evaluation tasks from anywhere. No advanced degree required. Start with our entry assessment — pass it to be considered for paid training and certification.
Take the entry assessmentHow quickly can you start evaluating our AI outputs?
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Most engagements begin within days, not months. After a scoping call we agree the rubric and guidelines, assign certified evaluators, and run a small pilot batch first so you can verify quality before scaling.
How do you keep our data and prompts confidential?
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Every evaluator signs a confidentiality agreement before touching client material, access is restricted to evaluators assigned to your project, files are kept in encrypted private storage, and we operate under UK GDPR. We never use your data for anything beyond your engagement.
How are your evaluators vetted and trained?
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Every evaluator passes a screening assessment, is identity-verified, completes our paid training programme, and must reach at least 85% agreement with our gold standard in a calibration test before working on live projects — with ongoing re-calibration after that.
What does it cost?
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Hourly evaluation starts from £15 per evaluator hour, fixed-scope projects from £750, and monthly retainers from £1,950 — with the final quote reflecting complexity, volume, and turnaround. See our Pricing page for details; every enquiry gets a written quote within 72 hours.
What kinds of AI outputs can you evaluate?
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Text-based outputs of nearly any kind: chatbot and assistant responses, generated content, summaries, tutoring answers, classifications, and ranked comparisons between model versions — scored for accuracy, instruction-following, completeness, clarity, and safety.
What people say
Trusted by the teams we work with
“its awesome joining the team and i look forward to meet the rest of the team.”