IndiVillage
02 · Customer index
An infinite variety of data requirements. One operating discipline.
Robotics, healthcare, ag-tech, geospatial, real estate, eCommerce, finance — the same team, the same QA spine, the same retention curve underneath.
Aerial view of a soybean canopy with a visible weed pressure patch, showing the imagery scale and detail behind Taranis' 460-species annotation taxonomy.
AgTech
Taranis logoTaranis
Same team, four growing seasons, 460+ weed species held in taxonomy.
4.5M+ images · 460+ species · 99.4% sustained
Read case →
Operator wearing an egocentric capture rig performing a domestic task, the kind of first-person human data that trains Machani's CeCe and RIA humanoids.
Robotics
Machani Robotics
Egocentric video annotation for CeCe and RIA — production grade.
18 months zero-drift QA · 99.4% sustained on 3D LiDAR
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Broad-acre crop with strong row geometry under late-spring light, showing the scale at which FMC's seven precision-agriculture models operate.
AgTech
FMC logo
Seven AI models across 300K hectares — at 96%+ precision.
300K+ hectares · 7 AI models · 96%+ precision
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A gloved hand reading a rapid diagnostic test cassette in a community-clinic setting, showing the real-world conditions Audere's interpretation models are trained for.
Healthcare
Audere logoAudere
Diagnostic-grade precision held across 631K rapid diagnostic test interpretations.
631K+ RDT interpretations · 98% accuracy · HIPAA
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IndiVillage operations-floor wide shot, showing the annotation pod processing ITA Group's multilingual claim-validation workflow.
Loyalty / Marketing
ITA Group
Multilingual content-moderation and rebate-claim processing inside ITA's stack.
100K+ invoices · 12 days → 3 days · 98% accuracy
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NIFT runway photography showing varied garment types at a fashion institute show, the kind of imagery feeding the 113-class fashion taxonomy.
Fashion & Retail
NIFT logoNIFT
Fashion taxonomy at 113 clothing types — 23 production models.
2.3M+ images · 23 AI models · 90%+ accuracy
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Mid-life passenger vehicle in an inspection-bay environment with a visible scuffed bumper, showing the everyday damage-detection data Baywatch's models classify at frame level.
Computer Vision · Automotive
Baywatch
Vehicle damage detection at frame level — 95%+ model precision.
7 damage categories · 98% annotation accuracy
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Early-season corn rows in a seed-trial plot, showing the field-level precision behind Beck's Hybrids' crop annotation work.
AgTech
Beck's Hybrids logoBeck's Hybrids
Model-in-the-loop annotation for 500K plot-level images.
500K plots · multi-season · model-in-loop
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A mobile phone held close to skin in natural daylight, showing the form factor behind Dermos' nine-language, mobile-first dermatology diagnostic.
Healthcare
Dermos
Mobile-first skin diagnostics at 92% specialist-level accuracy.
92% accuracy · 9 languages · 5-second diagnosis
Full case study coming soon
A commercial real-estate portfolio property at golden hour, showing the kind of asset Tiarna's lease-intelligence platform interprets across 100+ data points per lease.
Real Estate
Tiarna
First global RAG-based lease intelligence — 100+ data points per lease.
60 min → 15 min · $0.50 per lease · 98%+ accuracy
Full case study coming soon
A Sentera precision-agriculture drone overflying a working field, showing the weekly imagery cadence behind the multi-season partnership.
AgTech
Sentera logoSentera
Weekly cadence across multi-season precision-agriculture data.
~600 images/week · ongoing partnership
Full case study coming soon
Holstein cows in a modern milking parlour, showing the working environment Herd-i monitors through 10K clips per week of dairy video.
AgTech
Herd-i logoHerd-i
Dairy video annotation at 10K clips per week — dedicated team.
10K clips/week · 96% staff retention · 3-day SLA
Full case study coming soon
An in-row agricultural robot operating between vegetable rows, showing the field-robotics context behind FarmWise's crop, weed and beneficial annotation taxonomy.
AgTech
FarmWise logoFarmWise
Crop, weed, beneficial categorisation for field robotics.
Robotics-adjacent · annotation feedback loop
Full case study coming soon
A flat-lay grid of varied consumer products, showing the catalogue diversity behind Syndigo's 814K-UPC dual-stream encoding programme.
eCommerce
Syndigo
Six years of dual-stream UPC coding at 100% manual QA.
814K UPCs · 6-year partnership
Full case study coming soon
Two adjacent annotator workstations, one processing imagery and the other text-based OCR, showing the horizontal modality coverage Alegion's multi-pilot programme uses.
eCommerce
Alegion
Horizontal annotation across image, video, NLP and receipt OCR.
Multi-pilot · content moderation · receipt OCR
Full case study coming soon
Street-level photograph of an Indian urban food-delivery economy, showing the marketplace breadth Swiggy's 4M-listing competitive-intelligence engine ingests.
eCommerce
Swiggy
Competitive intelligence engine over 4M scraped listings.
4M listings · pricing models · enrichment pipeline
Full case study coming soon
Wide interior of a large fulfilment warehouse with a single worker mid-frame, showing the scale at which the 53M-SKU onboarding programme operates.
eCommerce · Platforms
Large US delivery platform
53M+ SKUs onboarded under AI-driven QA — 125K validated daily.
53M+ SKUs · 125K daily · 3 years
Full case study coming soon
08 · Work with us
Run an annotation audit on your data.
Send us 100 frames in any modality — image, video, LiDAR, audio, text. We'll return annotated output, an accuracy benchmark, and a programme recommendation in 48 hours.
Run audit
Talk to a delivery lead →