Now accepting early access

The evaluation layer
for everything AI.

AI agents. AI-powered apps. Knowledge work.
One platform to measure what actually matters.

✓ Trusted by elite AI teams ✓ Self-serve from day one ✓ Production-ready in days

EvalQA Dashboard — Live

AI Agent — Travel Booking Flow

92%

SaaS Copilot — CRM Suggestions

67%

Content Eval — Marketing Copy Review

41%

Trusted across AI, SaaS, and knowledge work

AI Agent TeamsSaaS CompaniesAI LabsConsulting FirmsContent Teams

The problem

Evaluation is the blind spot.

AI agents ship without real evaluation. SaaS features launch with vibes, not data. Knowledge work gets reviewed by gut feel. Nobody has an evaluation layer.

43%

AI outputs fail silently

No one catches bad reasoning, hallucinations, or broken workflows until users do.

Evaluation infrastructure

SaaS teams test code, not outcomes. No standard way to measure "does this actually work?"

1/2

Human or auto

You pick one. Nobody combines trained human judgment with automated metrics intelligently.

Why evaluation matters

Testing catches bugs.
Evaluation catches everything else.

Testing & QA

✗ Binary pass/fail

✗ Code-level defects only

✗ Automated scripts

✗ "Does it work?"

✗ Ships with bugs fixed

Evaluation (EvalQA)

✓ Nuanced rubric scoring

✓ Tone, accuracy, relevance, safety

✓ Trained humans + automated metrics

✓ "Is it actually good?"

✓ Ships with confidence

Platform

One platform. Every eval signal.

Trained human evaluators + automated metrics + a gamified gym. Works for AI agents, SaaS features, and qualitative knowledge work.

AI Agent — Travel Booking Flow

92%

SaaS Copilot — CRM Suggestions

67%

Content Eval — Marketing Copy Review

41%

Safety Eval — Foundation Model

18%

AI-Powered Software Market

AI Outputs Fail Silently

Teams Lack Eval Tooling

0M+

Evaluators Seeking Work

Two sides, one platform

Built for teams
and evaluators.

Ship with confidence

AI agents, SaaS features, or knowledge work — evaluate what ships before users do.

✓AI Agents — test multi-step workflows, tool use, reasoning

✓SaaS & Apps — evaluate AI features, copilots, recommendations

✓Knowledge Work — review content, analysis, deliverable accuracy

✓Hybrid Engine — trained humans + automated metrics together

✓Self-Serve API — SDK, webhooks, white-glove onboarding

Request access →

Your gym. Your career.

Get trained. Get certified. Become the evaluation standard.

✓Eval Gym — gamified skill trees across domains

✓Certifications — AI, SaaS, content eval credentials

✓Career Path — Trainee to Expert to Specialist

✓Mastery Progression — craft drives trajectory

✓Community — mentors, leaderboards, domain tracks

Get certified →

Engagement

Built for your scale.
Let's talk.

Every evaluation need is unique. We scope custom engagements — the right evaluators, the right rubrics, the right infrastructure for your team.

✓ White-glove onboarding

✓ Custom-scoped engagements

✓ Dedicated evaluation teams

✓ Response within 24 hours

Compare

See how we stack up.

Capability	EvalQA	Scale AI	Surge AI	Mercor	Auto Tools
Self-serve access	✓ Minutes	Enterprise	Enterprise	Limited	Yes
Human + auto hybrid	✓ Core	Mostly human	Human only	Human only	Auto only
AI agent evaluation	✓ Full	Emerging	No	No	Some
SaaS / app eval	✓ Built-in	No	No	No	Partial
Content & work eval	✓ Native	No	Limited	Interviews	No
Evaluator training	✓ Gamified	Basic	Task-only	Interview	N/A
Onboarding	✓ White-glove	Enterprise only	Enterprise only	Custom	Self-serve

We built an AI agent that passed every test we threw at it. EvalQA showed us it was confidently wrong 30% of the time on real-world tasks. That's the gap testing can't close.

Arjun Patel, CTO — AI Agent Startup

Get started

Join the revolution.

For businesses

Early access + founding perks.

✓

You're in.

We'll reach out within 24 hours.

Join the Eval Army

World-class training. Verified credentials. Real growth.

✓

Welcome, soldier.

Check your email for Eval Gym access.

FAQ

Questions? Answered.

What kinds of work can EvalQA evaluate?

AI agents (multi-step tasks, tool use, reasoning), AI-powered SaaS features (copilots, recommendations, chatbots), and qualitative knowledge work (content, analysis, deliverables). If it needs an eval signal, we measure it.

How is this different from Scale AI or automated testing?

Scale is enterprise-only and AI-model-focused. Automated testing catches code bugs, not judgment calls. We combine trained humans + automation for the full evaluation picture — and we're self-serve from day one.

How do engagements work?

Custom-scoped engagements tailored to your volume, domains, and evaluation standards. We build the right solution for your team — not a one-size-fits-all plan.

How does the Eval Army certification work?

Three certification tiers across AI, SaaS, and content domains. Compensation scales with mastery. Training time is compensated. Weekly payouts.

Stop shipping blind.
Start measuring.

The evaluation layer for AI agents, AI-powered apps, and the work that matters.

Now Recruiting

Get Eval Certified.
Protect what ships.

Your company builds AI agents, apps, and knowledge tools. You need evaluators who actually understand evaluation. Get trained. Get certified. Become the evaluation layer your team is missing.

🎓

EvalQA Certification

Your company ships AI and software. How do you know it's good enough? EvalQA Certification trains your team — or our evaluators — to measure performance across every domain your product touches.

Foundation

Eval Trainee

Master the fundamentals of AI evaluation, SaaS feature testing, and content evaluation. 20 hours of guided training.

Professional

Eval Expert

Domain specialization — choose AI agents, SaaS products, or knowledge work. Advanced rubric design + calibration.

Master

Eval Specialist

Lead evaluation teams, design evaluation frameworks, and consult across organizations. The gold standard.

Why it matters

Your team's standards depend on it.

💪

Eval Gym

Gamified skill trees across AI, SaaS, and content domains. Level up with real tasks, not textbooks.

🏆

Verified credentials

Earn certifications that prove your evaluation skills. Companies trust EvalQA-certified evaluators to protect what ships.

💰

Skill-based pay

Higher skills, higher pay. No flat rates. Level up from Trainee to Expert to Specialist — each level unlocks better compensation.

🌎

Work anywhere

Remote-first. Flexible hours. Choose your domains. Whether you're evaluating AI agents or reviewing SaaS copilots — work how you want.

🤝

Community & mentors

Join domain-specific tracks, compete on leaderboards, and learn from senior evaluators who've built evaluation at scale.

🚀

Career path

This isn't gig work. It's a career. Move from evaluating to designing rubrics to leading teams to consulting for enterprises.

Your journey

From zero to certified.

Step 1

Apply

Create your profile, pick your domains — AI, SaaS, content, or all three.

Step 2

Train in the Gym

Complete guided modules with real evaluation tasks. Get instant feedback and calibrate your judgment.

Step 3

Get certified

Pass domain assessments. Earn your EvalQA credential. Unlock premium evaluation projects.

Step 4

Protect what ships

Join real evaluation projects. Your work ensures companies ship trusted AI, apps, and content.

🏢

For companies

Don't just hire evaluators — certify your own team. EvalQA Certification ensures your internal product, engineering, and ops teams have the evaluation skills to protect what you ship. Your company's eval. Your company's standard.

Your skills matter.
Get certified.

Join thousands of evaluators building the evaluation infrastructure for AI, SaaS, and the future of work.

The evaluation layerfor everything AI.