Egocentric capture, expert annotation, real-time judgment, and teleoperation — one partner for the human side of your AI stack. When your agent needs a judgment call or your robot needs a hand, 1,200+ managed professionals answer. Not gig workers.
Everything your agents and robots need humans for — from pretraining data to live judgment to deployment fallback. Four products, one workforce, one API.
First-person 4K video of real people doing real work — hands, tools, homes, kitchens, warehouses.
Delivered by IndiVillage, our sister company — 500M+ annotations for global AI teams.
Five primitives your agents call when they need a human: Classify, Judge, Extract, Escalate, Resolve.
When a deployed robot hesitates, a trained operator takes over in seconds.
Your hardest moments become your model's best data. A robot stalls — or an agent hits a question it shouldn't guess at. Our people resolve it live. The resolution comes back annotated and training-ready. Next quarter's model escalates less. That loop is the product.
Robots learn manipulation from human hands. We run managed capture centers where trained collectors — on staff, not crowdsourced — record first-person video of real tasks: cooking, cleaning, folding, assembly, picking, repair.
You direct the taxonomy. We deliver the hours — raw, curated, or fully annotation-ready through our own labeling teams.
We don't claim a labeling capability — we point at one. Our annotation operation is run with our sister company, IndiVillage.
IndiVillage has delivered 500M+ annotations for global AI teams from managed delivery centers — salaried professionals working in offices, trained per project, retained for years. Its impact-sourcing model builds tech careers in communities that rarely get them: quality your ML team can verify, and a workforce story your stakeholders can be proud of.
Five primitives your agents and robots call when they need a human. One REST API or MCP server. Sub-minute responses with full audit trails.
Binary or multi-class categorization by trained humans.
Pairwise comparison, RLHF ranking, subjective evaluation.
Structured data from documents, images, or video.
Route high-risk or low-confidence cases to specialists.
End-to-end human resolution with rationale and audit trail.
Relay is the intelligence layer between your agent and our humans. It decomposes any question into binary decisions, routes each to the right tier, runs them in parallel, and reassembles the answer — with the full trace returned for your learning loop.
Deployed fleets meet the long tail: a jammed gripper, an ambiguous object, a customer at the door. Operate puts trained teleoperators behind your robots around the clock.
The robot requests help. We confirm safety. An operator takes over. Control hands back. You get the resolution — and the recording, annotated, as a demonstration for your next training run.
Gig platforms churn anonymous workers through your data. We put named, trained, salaried professionals on your project — in offices we run — and keep them there.
Same people on your project every day. Project-specific training, calibration sessions, dual-pass QA. That's how you hold 99%+ accuracy and 98% client retention — numbers a revolving crowd can't reach.
Access-controlled floors, NDAs, managed devices, SOC 2 compliance. Your pretraining data and customer footage never touch an anonymous crowd — every person who sees it is accountable by name.
Through IndiVillage's impact-sourcing model, this work builds careers in communities that rarely get them. Procurement will like the security posture. Your board will like the story.
Five HITL primitives behind one API or MCP server — moderation calls, RLHF, evals, escalation. Sub-minute human answers for the moments your agent shouldn't guess. From $0.50 a call.
Start a pilot →Pretraining ego-video at scale, evaluation pipelines, and a 24/7 teleop fallback behind every unit in the field — so the fleet ships now and improves monthly.
Start a pilot →Diverse, consented, provenance-clean human data for VLA and world models. RLHF, rubric evals, and red-teaming by trained specialists — not a marketplace.
Request sample data →Embodied AI's constraint isn't compute — it's human data. Ask for the memo: traction, the IndiVillage moat, and the intervention flywheel.
Request the memo →Pay for delivered hours, labeled assets, resolved calls, or completed interventions. No platform fees, no seat licenses.
Program-based egocentric capture, priced per delivered hour by spec.
Labeling and evaluation with QA included, via IndiVillage delivery centers.
Human judgment by API: Basic $0.50 · Complex $1.00 · Expert $2.50.
Teleoperation SLAs tiered by latency and risk, plus per-intervention pricing.
Volume discounts at scale · SLA guarantees available · hello@humanrelay.com for a quote
Capture, annotation, judgment, teleoperation — scoped as a pilot this week.
No commitment required · Pilot results in 48 hours · SOC 2 compliant
Or email us directly: hello@humanrelay.com