Image
Detection, segmentation, classification, keypoints and fine-grained attributes.
Managed annotation for automotive, robotics & AI
Your most complex data, expertly annotated.
Grasp designs and runs custom annotation programs for automotive, robotics and AI teams—across camera, video, LiDAR, 3D and multimodal sensor data. Start with a focused pilot and scale with a workflow built for your system.
Built for your ontologyIndependently reviewedPilot to production
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30 fps · human reviewCapabilities
One managed partner across the data your system actually uses.
View servicesVideo
Object tracks, events, states, actions and temporally precise boundaries.
Audio
Transcription, speaker turns, acoustic events, intent and quality review.
Text & GenAI
Classification, extraction, preference data, rubric-led evaluation and red teaming.
LiDAR & 3D
Cuboids, point-level segmentation, sensor fusion and multi-frame tracking.
Robotics
Episodes, trajectories, actions, failure states and multimodal sensor alignment.
Self-service annotation · Grasp Studio
Your team can annotate now—and bring in Grasp when the workload grows.
Grasp Studio gives startups, research teams and lean ML groups a fast path from raw data to review-ready labels. Start with a focused project, invite your own team and use AI-assisted workflows to move through repetitive work faster.
Bring your own team Start with one project Scale into managed delivery
Already have access? Open Studio Studio workspaceYour team · Your workflow
01
Move faster with AI assistance
Use suggestions and assisted workflows where they remove repetitive work. Your team stays in control of every accepted label.
02
Keep annotation and review together
Define the work, assign it, resolve ambiguity and review progress without stitching together a fragile toolchain.
03
Work across your data program
Organize self-service projects across image, video, text, audio, LiDAR/3D and robotics episodes, with workflows matched to the data.
A controlled path to production
Scope, prove, then scale.
Scope
We translate the model objective into an annotation spec, acceptance criteria, staffing plan and delivery format.
Pilot
A representative calibration set exposes ambiguity early and gives both teams a concrete quality baseline.
Annotate
A managed team works to the agreed ontology with documented decisions and active production oversight.
Review
Independent review, consensus where it matters, targeted sampling and specialist escalation catch systematic errors.
Deliver
Validated data, traceable review outcomes and acceptance support arrive in the format your pipeline needs.
Quality you can inspect
Human verification is a process, not a badge.
We design quality controls around the consequences of error in your use case. Ambiguity is surfaced, decisions are documented, and review effort is placed where it changes the outcome.
Talk through your quality targetCalibration sets
Align the team and clarify edge cases before volume production starts.
Independent review
Separate annotation and review responsibilities for meaningful quality control.
Targeted sampling
Focus review on difficult classes, low-confidence work and known failure modes.
Acceptance criteria
Quality is evaluated against your task, not reduced to a context-free headline number.
Traceability
Retain task decisions, revisions and review outcomes for investigation and improvement.
Responsible delivery
Managed teams, fair-work requirements and accountable partner oversight.
Responsible annotation
Responsible teams. Reliable delivery.
Work stays with managed in-house teams and vetted partners, with named accountability instead of anonymous handoffs. Stable teams, paid training and clear ownership preserve domain knowledge, resolve edge cases faster and reduce rework—supporting predictable cost and throughput.
Our operating commitments
- A documented living-wage benchmark or applicable collective agreement
- Paid onboarding, training, review time and other required work
- Human grievance and appeal channels with transparent quality decisions
- Partner due diligence, annual attestations and corrective action
Managed services
Your data program, run with you.
We own scoping, workforce, operations, review and delivery for custom projects across all supported modalities.
Request a pilot planGrasp Studio
Self-service annotation for teams that want control.
Bring your own team, work across modalities and move faster with AI-assisted annotation and collaborative review. Start small in Studio, then add managed capacity when you need it.
Explore self-service Studio