Solutions

Managed annotation, specialized by domain.

Pick the vertical that matches your data. Each pod is dedicated, in-office and trained for your domain — independent, never crowdsourced, under contractual data-firewall, and live in about three weeks.

Agritech Computer Vision

Field-grade image annotation for agriculture AI.

Crop, weed, fruit and field imagery labeled at field scale — for weeding robots, scouting and yield platforms.

  • Crop & plant classification
  • Weed vs. crop segmentation
  • Fruit & yield counting
  • Disease & stress detection
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Industrial & Manufacturing Vision

Defect-grade labels for industrial inspection AI.

Defect, anomaly and assembly labels for automated optical inspection — consistent across every product line.

  • Defect & anomaly detection
  • Surface & cosmetic flaws
  • Assembly & presence verification
  • Bounding boxes & segmentation
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Retail · Geospatial · Satellite

Shelf-to-satellite annotation, at retail volume.

Product, shelf, planogram and satellite/aerial labels — for shelf intelligence, visual search and geospatial analytics.

  • Product & SKU classification
  • Shelf & planogram detection
  • OCR for price & labels
  • Satellite & aerial segmentation
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Document AI · OCR · IDP

Document and OCR labels your IDP models can trust.

OCR, field extraction, layout and entity labels — for invoice automation, KYB and document intelligence.

  • OCR & transcription
  • Key-value / field extraction
  • Layout & table structure
  • Entity & relationship labeling
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Speech · Audio · Video

Transcription and video labels for audio-first AI.

Transcription, speaker/event tagging and frame-level video labels — for voice agents, media and video AI.

  • Audio transcription
  • Speaker & diarization labeling
  • Event & sound tagging
  • Sentiment & intent (voice)
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Physical & Embodied AI Data

Real-world data to teach robots everyday tasks.

Staged environments and real people performing daily-life tasks, for embodied and robotics AI, captured to spec at scale.

  • Household & daily-life activities
  • Kitchen & cleaning tasks
  • Laundry & clothes folding
  • Object manipulation & handling
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Don't see your vertical?

If it's image, document, audio or video data, we can almost certainly build a pod for it. Tell us about your data.

The model

One operating model behind every vertical.

A dedicated pod, live in ~3 weeks

We recruit and train a dedicated, in-office team for your domain and ramp it under daily QA — not a rotating, anonymous crowd. A small paid pilot proves quality before you scale.

Independent & data-firewalled

No Big-Tech owner, no conflicted incumbent. Your data is handled by vetted staff under signed NDAs in a controlled, access-controlled environment — never farmed out.

Consistency that compounds

The same retained team learns your taxonomy and edge cases, so each new product line, region, template or language is a re-train — not a restart.