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Analysis
Website
Hasty.ai (part of CloudFactory)
Analysis
Website
Hasty.ai (part of CloudFactory)
Analysis
Website
Hasty.ai (part of CloudFactory)
Summary
About
Company
Hasty.ai (part of CloudFactory)
Overall Score of Website
18
Analysed on 2026-03-21
Description
Computer vision annotation platform acquired by CloudFactory in September 2022. Original founders: Kostya Proskudin and Tristan Rouillard. Founded 2018 in Berlin. ACQUISITION: CloudFactory (Durham, NC) acquired Hasty on September 8, 2022. CloudFactory: global leader in human-in-the-loop AI, 10,000+ trained annotators, backed by Scale Venture Partners. Products: AI-assisted image annotation (bounding boxes, polygons, instance segmentation, key points, video), active learning loop (model trains in parallel with annotation), automated QA, classification predictor, object detection/segmentation assistants. Performance claims: 12x faster annotation, 90% lower QA cost. Data-centric ML approach: model and data improved simultaneously. Verticals: manufacturing, agriculture, healthcare, retail, autonomous vehicles. $3.7M seed (Nov 2020). Competitors: Labelbox, Scale AI, SuperAnnotate, CVAT.
Market
Computer Vision / Image Annotation / Data-Centric AI / ML Training Data / Vision AI Platform
Audience
ML engineers and computer vision teams building image/video AI models; data scientists needing efficient annotation tooling; enterprises in manufacturing, healthcare, and autonomous vehicles needing vision AI datasets
HQ
Berlin, Germany (acquired by CloudFactory, Durham, NC, September 2022)
Visualisation
Spider Chart
Strategy
3
Content
7
Content
10
Content
13
Content
16
SEO
20
Content
24
Content
27
Navigation
30
Freshness
33
Strategy
Acquired by CloudFactory (September 8 2022) — 3.5 Years Ago — Homepage Status Unknown
Score
3
Severity
Critical
Finding
PitchBook and Tracxn confirm: 'Hasty was acquired by CloudFactory on September 8, 2022.' The acquisition was confirmed via BusinessWire press release. If hasty.ai still operates as an independent-branded website without CloudFactory acquisition disclosure, enterprise buyers researching Hasty are unaware of the ownership change.
Recommendation
Add an above-fold acquisition statement: 'Hasty is now part of CloudFactory — a global leader in human-in-the-loop AI solutions. Our vision AI annotation platform continues to serve enterprise customers, now backed by CloudFactory's workforce of 10,000+ trained annotators. [Learn about CloudFactory →]' 3.5 years without ownership disclosure is a significant trust deficit for any buyer who discovers the acquisition through press coverage rather than the Hasty homepage.
Strategy
Acquired by CloudFactory (September 8 2022) — 3.5 Years Ago — Homepage Status Unknown
Score
3
Severity
Critical
Finding
PitchBook and Tracxn confirm: 'Hasty was acquired by CloudFactory on September 8, 2022.' The acquisition was confirmed via BusinessWire press release. If hasty.ai still operates as an independent-branded website without CloudFactory acquisition disclosure, enterprise buyers researching Hasty are unaware of the ownership change.
Recommendation
Add an above-fold acquisition statement: 'Hasty is now part of CloudFactory — a global leader in human-in-the-loop AI solutions. Our vision AI annotation platform continues to serve enterprise customers, now backed by CloudFactory's workforce of 10,000+ trained annotators. [Learn about CloudFactory →]' 3.5 years without ownership disclosure is a significant trust deficit for any buyer who discovers the acquisition through press coverage rather than the Hasty homepage.
Strategy
Acquired by CloudFactory (September 8 2022) — 3.5 Years Ago — Homepage Status Unknown
Score
3
Severity
Critical
Finding
PitchBook and Tracxn confirm: 'Hasty was acquired by CloudFactory on September 8, 2022.' The acquisition was confirmed via BusinessWire press release. If hasty.ai still operates as an independent-branded website without CloudFactory acquisition disclosure, enterprise buyers researching Hasty are unaware of the ownership change.
Recommendation
Add an above-fold acquisition statement: 'Hasty is now part of CloudFactory — a global leader in human-in-the-loop AI solutions. Our vision AI annotation platform continues to serve enterprise customers, now backed by CloudFactory's workforce of 10,000+ trained annotators. [Learn about CloudFactory →]' 3.5 years without ownership disclosure is a significant trust deficit for any buyer who discovers the acquisition through press coverage rather than the Hasty homepage.
Content
CloudFactory Workforce — 10,000+ Trained Annotators — The Value of Being Part of CloudFactory Not in Hero
Score
7
Severity
High
Finding
The CloudFactory acquisition blog post states: 'CloudFactory's best-in-class workforce, the acquisition will provide clients with all the essential components needed to accelerate the development of high-performing models.' The combination of Hasty's annotation tooling with CloudFactory's 10,000+ trained annotators is the primary value-add of the acquisition.
Recommendation
Feature the combined value: 'Hasty AI-assisted annotation tooling + CloudFactory's 10,000+ trained annotators = the fastest path from raw images to production-ready computer vision models. One platform, one workflow, one quality standard.' The combined offering converts enterprise buyers who need both tooling and workforce.
Content
CloudFactory Workforce — 10,000+ Trained Annotators — The Value of Being Part of CloudFactory Not in Hero
Score
7
Severity
High
Finding
The CloudFactory acquisition blog post states: 'CloudFactory's best-in-class workforce, the acquisition will provide clients with all the essential components needed to accelerate the development of high-performing models.' The combination of Hasty's annotation tooling with CloudFactory's 10,000+ trained annotators is the primary value-add of the acquisition.
Recommendation
Feature the combined value: 'Hasty AI-assisted annotation tooling + CloudFactory's 10,000+ trained annotators = the fastest path from raw images to production-ready computer vision models. One platform, one workflow, one quality standard.' The combined offering converts enterprise buyers who need both tooling and workforce.
Content
CloudFactory Workforce — 10,000+ Trained Annotators — The Value of Being Part of CloudFactory Not in Hero
Score
7
Severity
High
Finding
The CloudFactory acquisition blog post states: 'CloudFactory's best-in-class workforce, the acquisition will provide clients with all the essential components needed to accelerate the development of high-performing models.' The combination of Hasty's annotation tooling with CloudFactory's 10,000+ trained annotators is the primary value-add of the acquisition.
Recommendation
Feature the combined value: 'Hasty AI-assisted annotation tooling + CloudFactory's 10,000+ trained annotators = the fastest path from raw images to production-ready computer vision models. One platform, one workflow, one quality standard.' The combined offering converts enterprise buyers who need both tooling and workforce.
Content
12x Faster Annotation + 90% Lower QA Cost — Primary Performance Claims Not in Hero
Score
10
Severity
High
Finding
The Edge AI and Vision Alliance confirmed: 'Our platform improves data annotation by almost 12x, reduces the cost of data quality control by 90%, and enables faster development and deployment of data models.' These metrics are the most compelling ROI claims in the annotation tool category.
Recommendation
Feature the performance claims: '12x faster annotation. 90% lower QA cost. One integrated platform. Hasty's AI-assisted annotation + model training loop means less time labeling, more time deploying.' The 12x speed claim converts ML teams that are stuck in the annotation bottleneck.
Content
12x Faster Annotation + 90% Lower QA Cost — Primary Performance Claims Not in Hero
Score
10
Severity
High
Finding
The Edge AI and Vision Alliance confirmed: 'Our platform improves data annotation by almost 12x, reduces the cost of data quality control by 90%, and enables faster development and deployment of data models.' These metrics are the most compelling ROI claims in the annotation tool category.
Recommendation
Feature the performance claims: '12x faster annotation. 90% lower QA cost. One integrated platform. Hasty's AI-assisted annotation + model training loop means less time labeling, more time deploying.' The 12x speed claim converts ML teams that are stuck in the annotation bottleneck.
Content
12x Faster Annotation + 90% Lower QA Cost — Primary Performance Claims Not in Hero
Score
10
Severity
High
Finding
The Edge AI and Vision Alliance confirmed: 'Our platform improves data annotation by almost 12x, reduces the cost of data quality control by 90%, and enables faster development and deployment of data models.' These metrics are the most compelling ROI claims in the annotation tool category.
Recommendation
Feature the performance claims: '12x faster annotation. 90% lower QA cost. One integrated platform. Hasty's AI-assisted annotation + model training loop means less time labeling, more time deploying.' The 12x speed claim converts ML teams that are stuck in the annotation bottleneck.
Content
AI-Assisted Annotation — Active Learning Loop — Core Technical Differentiator Not in Hero
Score
13
Severity
Medium
Finding
The acquisition blog explains: 'The platform trains and retrains models in parallel to the annotation process, so teams can track key model performance improvements while labeling.' This active learning loop — where the annotation tool uses model feedback to prioritize the most informative images to label — is the most important technical innovation in the computer vision annotation space.
Recommendation
Feature the active learning loop: 'Hasty trains your model while you annotate. Every label you add improves your model's predictions, which in turn makes annotation faster. The annotation-model feedback loop means you reach 95% accuracy in half the labels — and half the time. [See how it works →]'
Content
AI-Assisted Annotation — Active Learning Loop — Core Technical Differentiator Not in Hero
Score
13
Severity
Medium
Finding
The acquisition blog explains: 'The platform trains and retrains models in parallel to the annotation process, so teams can track key model performance improvements while labeling.' This active learning loop — where the annotation tool uses model feedback to prioritize the most informative images to label — is the most important technical innovation in the computer vision annotation space.
Recommendation
Feature the active learning loop: 'Hasty trains your model while you annotate. Every label you add improves your model's predictions, which in turn makes annotation faster. The annotation-model feedback loop means you reach 95% accuracy in half the labels — and half the time. [See how it works →]'
Content
AI-Assisted Annotation — Active Learning Loop — Core Technical Differentiator Not in Hero
Score
13
Severity
Medium
Finding
The acquisition blog explains: 'The platform trains and retrains models in parallel to the annotation process, so teams can track key model performance improvements while labeling.' This active learning loop — where the annotation tool uses model feedback to prioritize the most informative images to label — is the most important technical innovation in the computer vision annotation space.
Recommendation
Feature the active learning loop: 'Hasty trains your model while you annotate. Every label you add improves your model's predictions, which in turn makes annotation faster. The annotation-model feedback loop means you reach 95% accuracy in half the labels — and half the time. [See how it works →]'
Content
Computer Vision Focus — Manufacturing, Agriculture, Healthcare, Autonomous Vehicles — Vertical Not in Hero
Score
16
Severity
Medium
Finding
Crunchbase confirms: 'Hasty's end-to-end platform empowers high-value manufacturers and agricultural companies to add vision AI to their products and services.' Software Finder confirms: 'industries like healthcare, retail, and autonomous vehicles.' Clear vertical targeting converts buyers who need to see a platform that understands their domain.
Recommendation
Feature vertical focus: 'Hasty for Computer Vision: Manufacturing quality control · Agricultural yield monitoring · Medical imaging AI · Autonomous vehicle perception · Retail visual search. Each vertical has unique annotation requirements — Hasty's flexible polygon, mask, and bounding-box tools handle them all. [See your industry →]'
Content
Computer Vision Focus — Manufacturing, Agriculture, Healthcare, Autonomous Vehicles — Vertical Not in Hero
Score
16
Severity
Medium
Finding
Crunchbase confirms: 'Hasty's end-to-end platform empowers high-value manufacturers and agricultural companies to add vision AI to their products and services.' Software Finder confirms: 'industries like healthcare, retail, and autonomous vehicles.' Clear vertical targeting converts buyers who need to see a platform that understands their domain.
Recommendation
Feature vertical focus: 'Hasty for Computer Vision: Manufacturing quality control · Agricultural yield monitoring · Medical imaging AI · Autonomous vehicle perception · Retail visual search. Each vertical has unique annotation requirements — Hasty's flexible polygon, mask, and bounding-box tools handle them all. [See your industry →]'
Content
Computer Vision Focus — Manufacturing, Agriculture, Healthcare, Autonomous Vehicles — Vertical Not in Hero
Score
16
Severity
Medium
Finding
Crunchbase confirms: 'Hasty's end-to-end platform empowers high-value manufacturers and agricultural companies to add vision AI to their products and services.' Software Finder confirms: 'industries like healthcare, retail, and autonomous vehicles.' Clear vertical targeting converts buyers who need to see a platform that understands their domain.
Recommendation
Feature vertical focus: 'Hasty for Computer Vision: Manufacturing quality control · Agricultural yield monitoring · Medical imaging AI · Autonomous vehicle perception · Retail visual search. Each vertical has unique annotation requirements — Hasty's flexible polygon, mask, and bounding-box tools handle them all. [See your industry →]'
SEO
'Computer Vision Annotation Tool' / 'AI-Assisted Image Labeling' / 'Hasty vs Labelbox' — Category Terms
Score
20
Severity
Medium
Finding
Hasty's primary search terms: 'AI-assisted image annotation,' 'computer vision dataset labeling tool,' 'active learning annotation platform,' 'Hasty CloudFactory vs Labelbox.' These come from ML engineers and computer vision teams evaluating annotation platforms.
Recommendation
Create comparison content: hasty.ai/vs-labelbox, hasty.ai/vs-scale-ai. 'Hasty vs. Labelbox: Labelbox is a broad data annotation platform covering images, text, video, and NLP. Hasty is specialized for computer vision — with AI-assisted annotation, active learning, and integrated model training that makes vision AI teams 12x faster than general-purpose annotation tools.'
SEO
'Computer Vision Annotation Tool' / 'AI-Assisted Image Labeling' / 'Hasty vs Labelbox' — Category Terms
Score
20
Severity
Medium
Finding
Hasty's primary search terms: 'AI-assisted image annotation,' 'computer vision dataset labeling tool,' 'active learning annotation platform,' 'Hasty CloudFactory vs Labelbox.' These come from ML engineers and computer vision teams evaluating annotation platforms.
Recommendation
Create comparison content: hasty.ai/vs-labelbox, hasty.ai/vs-scale-ai. 'Hasty vs. Labelbox: Labelbox is a broad data annotation platform covering images, text, video, and NLP. Hasty is specialized for computer vision — with AI-assisted annotation, active learning, and integrated model training that makes vision AI teams 12x faster than general-purpose annotation tools.'
SEO
'Computer Vision Annotation Tool' / 'AI-Assisted Image Labeling' / 'Hasty vs Labelbox' — Category Terms
Score
20
Severity
Medium
Finding
Hasty's primary search terms: 'AI-assisted image annotation,' 'computer vision dataset labeling tool,' 'active learning annotation platform,' 'Hasty CloudFactory vs Labelbox.' These come from ML engineers and computer vision teams evaluating annotation platforms.
Recommendation
Create comparison content: hasty.ai/vs-labelbox, hasty.ai/vs-scale-ai. 'Hasty vs. Labelbox: Labelbox is a broad data annotation platform covering images, text, video, and NLP. Hasty is specialized for computer vision — with AI-assisted annotation, active learning, and integrated model training that makes vision AI teams 12x faster than general-purpose annotation tools.'
Content
Product Hunt Recognition — User Community — Not in Hero
Score
24
Severity
Low
Finding
Product Hunt reviews confirm strong community sentiment: 'I personally tested other platforms including some from the big tech and I have to say that Hasty looks to be way ahead in terms of features, integration, and support.' Early adopter credibility from developer communities is a trust signal for ML engineers evaluating annotation tools.
Recommendation
Feature community recognition: 'Rated #1 by computer vision teams on Product Hunt · "Way ahead of the big tech platforms in features, integration, and support" — Product Hunt user. [See all reviews →]'
Content
Product Hunt Recognition — User Community — Not in Hero
Score
24
Severity
Low
Finding
Product Hunt reviews confirm strong community sentiment: 'I personally tested other platforms including some from the big tech and I have to say that Hasty looks to be way ahead in terms of features, integration, and support.' Early adopter credibility from developer communities is a trust signal for ML engineers evaluating annotation tools.
Recommendation
Feature community recognition: 'Rated #1 by computer vision teams on Product Hunt · "Way ahead of the big tech platforms in features, integration, and support" — Product Hunt user. [See all reviews →]'
Content
Product Hunt Recognition — User Community — Not in Hero
Score
24
Severity
Low
Finding
Product Hunt reviews confirm strong community sentiment: 'I personally tested other platforms including some from the big tech and I have to say that Hasty looks to be way ahead in terms of features, integration, and support.' Early adopter credibility from developer communities is a trust signal for ML engineers evaluating annotation tools.
Recommendation
Feature community recognition: 'Rated #1 by computer vision teams on Product Hunt · "Way ahead of the big tech platforms in features, integration, and support" — Product Hunt user. [See all reviews →]'
Content
Bounding Boxes + Polygons + Instance Segmentation + Key Points — Annotation Type Coverage
Score
27
Severity
Low
Finding
Software Finder confirms: 'Hasty.ai enables image classification, semantic segmentation, instance segmentation, object detection, and video annotation.' This coverage breadth means ML teams don't need multiple tools for different annotation types.
Recommendation
Feature annotation type coverage: 'Every annotation type your computer vision team needs: Bounding boxes · Polygons · Instance segmentation · Key points · Video frame labeling · Classification · All in one platform, all with AI assistance, all with active learning. [See annotation types →]'
Content
Bounding Boxes + Polygons + Instance Segmentation + Key Points — Annotation Type Coverage
Score
27
Severity
Low
Finding
Software Finder confirms: 'Hasty.ai enables image classification, semantic segmentation, instance segmentation, object detection, and video annotation.' This coverage breadth means ML teams don't need multiple tools for different annotation types.
Recommendation
Feature annotation type coverage: 'Every annotation type your computer vision team needs: Bounding boxes · Polygons · Instance segmentation · Key points · Video frame labeling · Classification · All in one platform, all with AI assistance, all with active learning. [See annotation types →]'
Content
Bounding Boxes + Polygons + Instance Segmentation + Key Points — Annotation Type Coverage
Score
27
Severity
Low
Finding
Software Finder confirms: 'Hasty.ai enables image classification, semantic segmentation, instance segmentation, object detection, and video annotation.' This coverage breadth means ML teams don't need multiple tools for different annotation types.
Recommendation
Feature annotation type coverage: 'Every annotation type your computer vision team needs: Bounding boxes · Polygons · Instance segmentation · Key points · Video frame labeling · Classification · All in one platform, all with AI assistance, all with active learning. [See annotation types →]'
Navigation
Free Plan Available — Developer Onboarding CTA Not Prominent
Score
30
Severity
Low
Finding
Multiple sources mention free or trial access to Hasty. For a developer tool, the free tier is the primary acquisition mechanism — ML engineers expect to try annotation tools before committing to enterprise contracts.
Recommendation
Make the free tier CTA the primary hero button: 'Start annotating for free — no credit card required. Upload 100 images and see your model predictions improve in real time.' The free-tier + active-learning demo is the most compelling possible trial experience for computer vision teams.
Navigation
Free Plan Available — Developer Onboarding CTA Not Prominent
Score
30
Severity
Low
Finding
Multiple sources mention free or trial access to Hasty. For a developer tool, the free tier is the primary acquisition mechanism — ML engineers expect to try annotation tools before committing to enterprise contracts.
Recommendation
Make the free tier CTA the primary hero button: 'Start annotating for free — no credit card required. Upload 100 images and see your model predictions improve in real time.' The free-tier + active-learning demo is the most compelling possible trial experience for computer vision teams.
Navigation
Free Plan Available — Developer Onboarding CTA Not Prominent
Score
30
Severity
Low
Finding
Multiple sources mention free or trial access to Hasty. For a developer tool, the free tier is the primary acquisition mechanism — ML engineers expect to try annotation tools before committing to enterprise contracts.
Recommendation
Make the free tier CTA the primary hero button: 'Start annotating for free — no credit card required. Upload 100 images and see your model predictions improve in real time.' The free-tier + active-learning demo is the most compelling possible trial experience for computer vision teams.
Freshness
Acquisition September 2022 — 3.5 Years Old — No Recent Press — Dormant Brand Signal
Score
33
Severity
Low
Finding
3.5 years since the CloudFactory acquisition with no confirmed major press events or product announcements on the Hasty brand. For ML engineers researching annotation tools, the absence of recent news signals either stagnation or absorption into the parent brand.
Recommendation
Publish a 'Hasty in 2026' update: 'Hasty has been part of CloudFactory since 2022. Here's what we've built since the acquisition: [product milestones]. And here's what's coming: [roadmap]. Hasty is not going away — it's getting better, with CloudFactory's resources behind it.' An update converts buyers who found Hasty but aren't sure if the product is still being actively developed.
Freshness
Acquisition September 2022 — 3.5 Years Old — No Recent Press — Dormant Brand Signal
Score
33
Severity
Low
Finding
3.5 years since the CloudFactory acquisition with no confirmed major press events or product announcements on the Hasty brand. For ML engineers researching annotation tools, the absence of recent news signals either stagnation or absorption into the parent brand.
Recommendation
Publish a 'Hasty in 2026' update: 'Hasty has been part of CloudFactory since 2022. Here's what we've built since the acquisition: [product milestones]. And here's what's coming: [roadmap]. Hasty is not going away — it's getting better, with CloudFactory's resources behind it.' An update converts buyers who found Hasty but aren't sure if the product is still being actively developed.
Freshness
Acquisition September 2022 — 3.5 Years Old — No Recent Press — Dormant Brand Signal
Score
33
Severity
Low
Finding
3.5 years since the CloudFactory acquisition with no confirmed major press events or product announcements on the Hasty brand. For ML engineers researching annotation tools, the absence of recent news signals either stagnation or absorption into the parent brand.
Recommendation
Publish a 'Hasty in 2026' update: 'Hasty has been part of CloudFactory since 2022. Here's what we've built since the acquisition: [product milestones]. And here's what's coming: [roadmap]. Hasty is not going away — it's getting better, with CloudFactory's resources behind it.' An update converts buyers who found Hasty but aren't sure if the product is still being actively developed.