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Hasty logo

Hasty

Not Agent-Ready Yet
Agent-Ready SaaS Index · hasty.ai · scored 2026-05-06 · rubric v1.1
Score 17 / 100
Image Recognition
Public API

Hasty's pricing page did not render numeric tier data on the scoring date. No per-unit price was found on the page; an agent has no direct way to estimate the cost of a single task. All advertised paths route to a sales conversation rather than a self-serve checkout. Public API documentation is reachable without an auth wall.

See Hasty pricing summaryLive pricing page
Pricing snapshot
Pricing summary
As of 2026-05-06 · derived from hasty.ai/
Enterprise

Contact sales

Snapshot rendered from xpay's extracted pricing signals. The full tier list lives on the live page — see source link above.
Score breakdown · rubric v1.1
How Hasty scores on the agent-ready dimensions

Public pricing

0 / 15

Usage-based / metered

0 / 25

Self-serve checkout

0 / 15

Public API

15 / 15

Low / no minimum

0 / 10

Unauth automated payment

0 / 10

Bonus (machine-readable pricing)On top of /100 base

0 / 5

Total
17 / 100
Agent purchase verdict
Can an autonomous agent transact here?
Sales-gated
LLM score: 10/100

Can create account

No

Can enter payment method

No

Can upgrade plan

No

Can buy more usage

No

Can cancel online

No

Payment methods

Unknown

Human approval recommended

Yes

Pricing transparency

contact_only

Purchase motion

sales_led

Demo required

Unknown

Quote required

Unknown

Annual commit required

Unknown

Auto-renewal mentioned

No

Cancellation policy visible

No

Refund policy visible

No

Invoice payment available

No

Purchase orders supported

No

MSA required

No

DPA available

No

Security review required

No

Enterprise signals
Trust & compliance

SSO / SAML

Unknown

RBAC

Unknown

Audit logs

Unknown

Data residency

US

Competitive intel
Positioning & ecosystem
Headline

“Boost model performance quickly with AI-powered labeling and 100% QA.”

Buyer persona

smb
mid market
enterprise
developer

Agent purchase simulation
Six-step check: can an agent actually buy from Hasty?
◐

Discover price

✗

Select a plan

✗

Pay per task

✗

Avoid a sales call

◐

API docs without auth

✗

Estimate cost upfront

Analysis
Pros and cons for AI agents
Observational summary written by xpay from the signals captured on 2026-05-06. Not a review of the product — only of its current pricing posture for agent buyers.
✓ For an AI agent
  • No clear agent-favorable signals were extracted on this scoring run.
◐ Opportunities for the provider
  • No per-unit price was advertised, so an agent has no way to estimate the cost of a single task.
  • All advertised tiers route to a sales contact form; an agent cannot complete a purchase autonomously.
  • API documentation is gated or absent; an agent cannot inspect the integration surface without authentication.
  • No /.well-known/ai-pricing.json or equivalent machine-readable pricing manifest is published — agents must rely on HTML scraping.
  • The pricing URL did not render numeric tier data on the scoring date — possibly a router or sales-led landing page.
One-line fix
How Hasty could lift its score

Add a per-unit price (e.g. $X / 1K calls) to the pricing page so an agent can compute its own cost before committing.

pricing_visible

false

headline_phrasing

Introduction to the Computer Vision Wiki — CloudFactory's IT team has been creating internal documentation throughout the years. This documentation condenses the most relevant terms, tips, tricks, and techniques related to Computer Vision (CV) and Vision AI. This wealth of knowledge is the foundation for building the Computer Vision Wiki we use today.

tier_count

0

lowest_paid_entry_usd

null

free_tier

false

free_tier_terms

null

per_unit_price

null

annual_required

false

self_serve_paid_tiers

0

sales_only_tiers

1

public_api_docs_url

https://hasty.ai/docs/mp-wiki/getting-started/introduction

api_docs_auth_walled

false

ai_pricing_json_present

false

agents_txt_present

false

anonymous_purchase_path

false

per_unit_classification

null

usage_headline_present

false

custom_tier_present

false

agent_friendly

{"ai_pricing_json":false,"agents_txt":false,"llms_txt":false,"sitemap_xml":true,"mcp_server_card":false,"agent_skills_index":false,"x402_supported":false}

View raw extracted page text →
Page heading: Introduction to the Computer Vision Wiki
CTAs (40): Homepage · Solutions · Accelerated Annotation AI-powered labeling technology for 2-D images and video i · Workforce Plus Our Managed Workforce bundled with tooling for video, LiDAR, and · Managed Workforce Workforce services for Vision AI use cases · Managed Workforce Support workflows and fill gaps in AI and automation · Resources · Data Labeling Guide Mastering data labeling for ML in 2024: A comprehensive guid · Computer Vision Guide Vision AI Applications, Data Quality, and Your Workforce · NLP Guide Natural Language Processing Techniques, Workforces, and Use Cases · Data Processing Guide Outsourcing Data Cleansing, Transcription, and Enrichment · Blog
Homepage Solutions Data Labeling Accelerated Annotation AI-powered labeling technology for 2-D images and video integrated with expert annotators and optimized processes Workforce Plus Our Managed Workforce bundled with tooling for video, LiDAR, and more Managed Workforce Workforce services for Vision AI use cases Human-in-the-Loop Automation Managed Workforce Support workflows and fill gaps in AI and automation Resources Popular Guides Data Labeling Guide Mastering data labeling for ML in 2024: A comprehensive guide Computer Vision Guide Vision AI Applications, Data Quality, and Your Workforce NLP Guide Natural Language Processing Techniques, Workforces, and Use Cases Data Processing Guide Outsourcing Data Cleansing, Transcription, and Enrichment at Scale Key Resources Blog Wiki Webinars Use Cases Explore All Resources Contact Us Table of Contents Introduction What is the Computer Vision Wiki about? Who is this Wiki for? Computer Vision Wiki User Docs API Reference Getting started Introduction to the Computer Vision Wiki Overview of topics General best practices Key principles of Computer Vision Convolutional layer Advanced convolutional layers Pooling Overfitting Underfitting Overfitting Vs. Underfitting Downsampling and Upsampling in Machine Learning Computer Vision tasks The complete glossary of the modern Computer Vision tasks Image Classification Object Detection Semantic Segmentation Instance Segmentation Panoptic Segmentation Attribute Prediction Computer Vision model…
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Agent-Ready Spec
Hasty
Not Agent-Ready Yet

17

/ 100 (rubric v1.1)
Category

Image Recognition

Pricing model

Not advertised

Tier count

0

Free tier

No

Lowest paid entry

Sales-led

Self-serve / sales-only tiers

0 / 1

Public API docs

Public

Anonymous purchase path

No

Machine-readable pricing

Not published

Last refreshed

2026-05-06

Pricing intelligenceInsights extracted from hasty.ai/
Pricing model

Sales-led pricing

Agent-purchase verdict
Sales-gated
10/100 · v2.1
Cheapest entry

Contact Us · sales-led

Actions
Open live pricing page
Verdict reflects Not Agent-Ready Yet status under rubric v1.1. Source observed at https://hasty.ai/.
Agent-friendly features1 of 7 present
Discovery files and protocols
Side-channel signals — informational, not part of the score. Each protocol is independent; adoption signals the publisher is thinking about agent buyers.

ai-pricing.json

agents.txt

llms.txt

sitemap.xml

MCP Server Card

Agent Skills

x402 / MPP

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