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New: the dataset now includes 2,277 company profiles and every supplied review record. See the methodology →
◎ RankGlobal mapped

DataForce

Automation & Workflow · MLOps & InfrastructureNew York, New York, United StatesFounded 1992

DataForce provides high-quality multimodal training data and AI services, leveraging a network of over one million contributors to deliver scalable data collection, annotation, and chatbot localization solutions.

4.5
Average rating
10
Mapped reviews
100%
Profile coverage

Company & commercials

Primary category
Automation & Workflow
Team size
250+ employees
Typical budget
$100K+
Primary industry
Technology, Software & Digital Infrastructure
Provider overview

A clear view of what DataForce does best.

Structured from supplied company information and mapped to RankGlobal's controlled AI and industry taxonomy.

Company profile
Automation & Workflow provider for Technology, Software & Digital Infrastructure

DataForce provides high-quality multimodal training data and AI services, leveraging a network of over one million contributors to deliver scalable data collection, annotation, and chatbot localization solutions. RankGlobal maps its primary capability to Marketing Automation within Automation & Workflow, with supporting relevance to Workflow Automation, MLOps. Its strongest supplied industry signals align with Software & SaaS, Automotive Manufacturing, General Retail.

See how this profile was mapped →
Primary AI category
Automation & Workflow
Strongest industry signal
Technology, Software & Digital Infrastructure
Engagement profile·$100K+·250+ employees·Service
Mapped capabilities · 2 categories
Technology

Platforms, methods and technical signals

Data labeling platformMultimodal training data

Tools and platforms named in DataForce's supplied company profile.

Expertise

Named expertise on file

  • Global Data Collection

    Sourcing high-quality audio, video, text, and image data from a global network of "DataForcers" in 250+ languages.

    Data SourcingCrowdsourcingGlobal Datasets
  • Data Annotation & Labeling

    Providing linguistic annotation, morphosyntactic tagging, and image segmentation to create high-fidelity ML training sets.

    Data LabelingNLPComputer Vision
  • Chatbot Localization

    Localizing virtual assistants by providing intent recognition, variation, and multilingual testing for regional market penetration.

    LocalizationMultilingual AICX
  • Generative AI Training

    Delivering expert human-in-the-loop services (RLHF) to align and improve the accuracy of large language models.

    RLHFGenAI TrainingModel Alignment
RankGlobal provider intelligence
Analyst brief

Mapped Evidence Report

A decision-support view of DataForce, built from mapped taxonomy signals, evidence confidence, commercial profile and reviews.

Primary feed set
Automation & Workflow
Compared with
1,603 providers
Evidence signals used
3 signals
Publication status
Published
Structured evidence signal
100/100
Strong evidence
57th percentile of 1,603 peers · peer median 100
Profile coverage100
Taxonomy density100
Review signal100
Peer benchmark
How the profile compares

Automation & Workflow among 1,603 published providers

Average rating4.47 · median 4.83
Mapped reviews10 · median 10
Profile completeness100% · median 100%
Taxonomy breadth11 · median 19
Signal radar
Multi-dimensional evidence
RatingReviewsCoverageBreadth
This profile (percentile) Peer median
Capability mix
Mapped category signal
Automation & Workflow80%
MLOps & Infrastructure76%

Imported mapping confidence for each category — not a share of work, revenue, or delivery volume.

Mapped industries
3 industries on the map
3
Automotive & Mobility33%
Retail, Wholesale & Consumer Goods33%
Technology, Software & Digital Infrastructure33%

Share of mapped industry rows on the taxonomy map — not share of work or revenue.

Evidence mix
Mapping grades
Direct0% · 0
Supported100% · 11

Imported mapping grades across 11 taxonomy mappings — not a search ranking.

RankGlobal analyst interpretation

What the mapped signals say

DataForce presents as a strong evidence profile for Automation & Workflow. It ranks in the 57th percentile of 1,603 published providers in Automation & Workflow, and 10 reviews back the commercial profile.

Current positioning: P57 evidence quality · P9 industry breadth
Strongest signals
Evidence-backed strength in Automation & Workflow is the profile's clearest signal in the mapped taxonomy.
Best user fit
Technology, Software & Digital Infrastructure buyers evaluating Automation & Workflow at a $100K+ engagement size.
Confirm before engagement
Confirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
Client feedback signals
10
Reviews
4.5
Average rating
0
Publicly reshared
Published
Listing status
How this report is calculated →
Industry experience

Where this expertise is most relevant.

Industry mappings are organized by evidence strength so buyers can distinguish demonstrated alignment from broader search relevance.

3 mapped subindustries
Client feedback

What clients say.

Reviews and ratings published for this provider.

5
Training Unbiased Models via Specialized Unmatched Data

The diversity of their data sets is unmatched. Essential for training unbiased global models.

AI Ops Mgr
4
Bridging Raw Data Gaps via Specialized Elite Annotation

They bridge the gap between raw data and ML-ready inputs. Their annotation quality is elite.

CTO, Tech
5
Localizing LLMs via Specialized Regional Dialect AI

Exceptional at language data. They helped us localize our LLM for 40+ regional dialects.

Innovation VP
4
Collecting Massive-Scale Data via Specialized Precision AI

Very strong project management. They handle massive-scale data collection with precision.

Tech Lead
4
Annotating Video-Audio via Specialized High-Volume AI

Highly effective for video and audio annotation. Their crowd-sourced model ensures high volume.

Product Mgr
4
Supporting Long-Term AI via Specialized Fair-Pricing Data

Fair pricing for high-volume data needs. A strategic partner for our long-term AI roadmap.

Finance Head
5
Leading Global Data Supply via Reliable Specialized AI

Reliable performance on tight deadlines. A leader in the global AI data supply chain.

Ops Director
5
Refining Annotation Guidelines via Exceptional Strategic AI

Exceptional communication. They help us refine our annotation guidelines for maximum accuracy.

Support Lead
4
Bridging Data Sourcing Gaps via Strategic AI-Driven Innovation

Helping us bridge the gap with AI-driven data sourcing. A brilliant and global partner.

CDO, Retail

10 published quotes on this profile.

Showing 9 of 10, ranked by display order then recency.

Rating distribution
5
5
4
5
3
0
2
0
1
0

Ratings aggregate 10 reviews at the average shown above.

Transparent profile intelligence

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.

Tier 1 · Authoritative
Regulators, registries, certifications, signed client evidence.
Highest evidentiary weight
Tier 2 · Independent
Credible media, industry bodies, partner directories, third-party datasets.
Strong with attribution and recency
Tier 3 · Provider-controlled
Company site, case studies, press releases, structured submissions.
Accepted as a claim; verification raises weight
Tier 4 · Discovery-only
Directory listings, aggregations, and early discovery signals.
Used 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 out

What RankGlobal holds on file for DataForce, and the three things worth confirming directly once you're in touch.

Primary category
Automation & Workflow
Primary industry
Technology, Software & Digital Infrastructure
Typical budget
$100K+
Team size
250+ employees
  1. 1
    Name the use case

    Say which Automation & Workflow problem you are evaluating, so the research team can route your message accurately.

  2. 2
    Pressure-test the budget band

    The $100K+ band on file is a profile-level figure. Ask what a scope like yours actually lands at.

  3. 3
    Ask for a reference

    Request a client reference in Technology, Software & Digital Infrastructure — the strongest industry signal on this profile.

Enquire about DataForce

Three fields. Anything longer belongs on the full contact page, linked below.