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Sama

Computer Vision · AI Ethics & Governance · Automation & WorkflowSan Francisco, United States

Sama is based in San Francisco, California, USA and works in Computer Vision for Agricultural Technology (AgTech), with further work in AI Ethics & Governance and LLM Agents & RAG.

Average rating
—
Reviews
0
Profile coverage
80%
Evidence percentile
P58

Profile updated · Request a correction

Company & commercials

Primary category
Computer Vision
Team size
Not disclosed
Typical budget
Not disclosed
Primary industry
Agriculture, Forestry & Food Systems
Overview

What Sama does best.

About

Computer Vision provider for Agriculture, Forestry & Food Systems

data annotation and labeling company providing high-quality training data for computer vision and generative AI models, serving global companies in automotive, retail, and consumer tech sectors. Its own website shows its strongest capability in Computer Vision, alongside Image Recognition and 3D Computer Vision. The industry it describes most is Agricultural Technology (AgTech).

Service model·Service
Primary AI categoryComputer Vision
Benchmarked against 546 providers in this category.
Primary industryAgriculture, Forestry & Food Systems
Technology stack

2 platforms & methods

Bars show how many mapped capabilities use each one.

  • Computer Vision1 capability
  • Generative AI1 capability
RankGlobal provider intelligence

Evidence report

How Sama compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryComputer Vision
Compared with546 providers
Signals3 signals
Status● Published
Evidence score
71/100
Moderate evidence58th percentile of 546 peers · peer median 70
Profile coverage80
Taxonomy density100
Review signal0
Peer benchmarkHow the profile comparesComputer Vision among 546 published providers
Average rating0.00 · median 4.90
Independent reviews0 · median 0
Profile completeness80% · median 70%
Taxonomy breadth41 · median 34
This profile Peer median
Signal radarMulti-dimensional evidence
Independent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries9 industries
Retail, Wholesale & Consumer Goods25%
Technology, Software & Digital Infrastructure19%
Automotive & Mobility13%
Financial Services & Insurance13%
Aerospace, Defense & Space6%
Other25%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
100%Direct · 41 mappings
Grades across 41 mappings. Not a search ranking.
Analyst summary

What the evidence says

Sama presents as a moderate evidence profile for Computer Vision. It ranks in the 58th percentile of 546 published providers in Computer Vision, and no reviews on the profile yet.

Current positioning: P58 evidence quality · P66 industry breadth
Strongest signalsEvidence-backed strength in Computer Vision is the profile's clearest signal in the mapped taxonomy.
Best user fitAgriculture, Forestry & Food Systems buyers evaluating Computer Vision across engagement sizes.
Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
How this report is calculated →
Capabilities

AI capabilities.

AI category · 1 / 12

AI Ethics & Governance

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DirectSupportedRelatedAdjacentOne of 934 providers in this category
Compare AI Ethics & Governance providers →
Technology used

None of the listed technologies is specific to AI Ethics & Governance.

Mapping source · https://www.sama.com/data-annotation-services-for-foundation-models — “AI & Machine Learning Model Evaluation Services console.log('header code for banner') var bannerInfo = JSON.”

Featured 12 of 25 capabilities, ranked by mapping grade then confidence.

Industry experience · 9 industries · 16 subindustries

Industries served.

9 Core0 Adjacent · discovery only
  • 95%

    https://www.sama.com/2d-image-annotation-services — “s, which leads to a better bottom line. Learn More Agriculture & Food AgTech image annotation focuses on labeling crops, weeds and pests to monito”

Client feedback

What clients say.

Testimonial
Sama's accuracy rate is consistently at 99%, which is incredible!
HCHeather Clair, Product ManagerPrecision AIFrom the firm’s website1 / 3
3 reviews

Worked with Sama? Review them → Every reviewer is verified by RankGlobal.

Methodology

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.

  1. T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
  2. T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
  3. T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
  4. T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking
Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.RankGlobal trust center →
Ready to evaluate this provider

Move from discovery to a focused conversation.

Your enquiry goes to the RankGlobal research team, not the provider's sales inbox. Sending it does not affect their ranking.

Before you reach outKey facts, and three things to confirm once you're in touch.
Primary category
Computer Vision
Primary industry
Agriculture, Forestry & Food Systems
Typical budget
Not disclosed
Team size
Not disclosed
  1. 1Name the use caseSay which Computer Vision problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandNo budget band is on file. Ask what a scope like yours typically lands at.
  3. 3Ask for a referenceRequest a client reference in Agriculture, Forestry & Food Systems — the strongest industry signal on this profile.
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