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Sureform

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uuid02ioi31

Namestring
Sureform
Legal namestring
Sureform
Websiteurl
sureformhq.com
Company typeenum
Private
Founded yearint
2025
Descriptiontext

Sureform is a multimodal human data platform that supplies curated audio and (planned) video datasets for AI and robotics training. Founded in 2025 and headquartered in Sacramento with additional offices in Newark and Palo Alto, the company operates a Y Combinator-backed pre-seed-stage business with 1-10 employees. Its core product is 'Record', an audio data collection tool that captures human speech and acoustic inputs through a community of contributors governed by explicit Terms of Service and a licensing framework. The business model combines enterprise field sales to AI labs and robotics companies with a community-led contributor acquisition motion on the supply side, monetizing the resulting proprietary multimodal corpus via data licensing arrangements. There are no disclosed customers, contract values, or revenue figures in the available input, and the company is at an early platform-launch stage with product surface still expanding from audio into additional modalities.

Short descriptiontext

Sureform is a multimodal human data platform supplying curated audio (and planned video) datasets for AI and robotics training, serving AI labs and robotics companies via enterprise sales and a community-led contributor network.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
1–10
akta.pro rankint
HeadquartersSacramento, United States
HQ citystring
Sacramento
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices2 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
multimodal AI training data, human data collection, AI training datasets, audio data collection, embodied AI data
Industry2 codes
1On-Device Speech & Audio AI (wake word, ASR, enhancement)
CodeHDAAAJAFPrimaryYes
2Video Understanding & Content Moderation
CodeHDAAAEAFPrimaryNo
NAICS code3 codes
  • Sound Recording Studios51224
  • Postproduction Services and Other Motion Picture and Video Industries51219
  • Record Production and Distribution51225
SIC code2 codes
  • Services-Computer Processing & Data Preparation7374
  • Services-Computer Programming, Data Processing, Etc.7370
Product category
AI Training Data
Social media profiles1 record
GTM motion2 records

Each record includes

Type, Description, Source

Revenue model1 record
1AI Training Data Licensing
TypeData Monetisation
Description

Collection and licensing of multimodal human data (audio and video) to AI companies for training and improving artificial intelligence systems including speech, voice, and video recognition models. Data is collected from voluntary participants and shared with partners for research and AI development.

sureformhq.com
Marketing channels2 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels1 record

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure
GTM typeB2B
B2B
Offering typeSoftware
Software
Core offering1 text field

Sureform operates a multimodal human data collection platform that gathers high-quality audio and video recordings from voluntary human contributors across diverse interactions and environments. The platform supplies these curated, real-world datasets to AI/ML companies and researchers for training next-generation multimodal and embodied AI systems, including speech, voice, and video recognition models. Its primary consumer-facing product is a web-based Record tool that captures audio locally on contributor devices.

Differentiator
Functional benefit
Problem solved
Product overview1 text field

Sureform operates as a data collection platform that collects high-quality human data (audio, video, and multimodal interaction data) to support the development of multimodal and embodied AI systems. The core offering consists of a data collection network where human contributors participate in recording tasks to generate training data for AI models. The company's primary product is its Record audio feature for contributing human speech data.

Product and service1 record
1Record (Audio Data Collection)
CategoryData Collection Platform
Description

A web-based tool that enables human contributors to record and contribute audio data for AI training purposes. Audio is captured locally on the contributor's device and can be downloaded; no data is stored on Sureform's servers during the recording process. The captured data feeds Sureform's pool of human audio datasets used for training speech and voice recognition models.

Scale indicator1 record

Each record includes

Type, Value, Description, Source

Recent move5 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight5 records

Each record includes

Type, Description

Market position
Competitive moat3 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights5 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment1 record

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile1 record

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
Yes
API detail
Has APIbool
No

Docs URL, Description

AI capability4 records

Each record includes

Type, Description, Source

AI maturity
App detail

Has app

Feature2 records

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles1 record

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds1 record

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors1 record

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Sureform

AI Training Datasureformhq.com

Sureform is a multimodal human data platform supplying curated audio (and planned video) datasets for AI and robotics training, serving AI labs and robotics companies via enterprise sales and a community-led contributor network.

What Sureform does

Sureform is a multimodal human data platform that supplies curated audio and (planned) video datasets for AI and robotics training. Founded in 2025 and headquartered in Sacramento with additional offices in Newark and Palo Alto, the company operates a Y Combinator-backed pre-seed-stage business with 1-10 employees. Its core product is 'Record', an audio data collection tool that captures human speech and acoustic inputs through a community of contributors governed by explicit Terms of Service and a licensing framework. The business model combines enterprise field sales to AI labs and robotics companies with a community-led contributor acquisition motion on the supply side, monetizing the resulting proprietary multimodal corpus via data licensing arrangements. There are no disclosed customers, contract values, or revenue figures in the available input, and the company is at an early platform-launch stage with product surface still expanding from audio into additional modalities.

Sureform firmographics

Firmographics
Name
Sureform
Legal name
Sureform
Website
https://sureformhq.com
Company type
Private
Founded year
2025
Operating status
Operating
Headcount range
1–10 employees
Short description
Sureform is a multimodal human data platform supplying curated audio (and planned video) datasets for AI and robotics training, serving AI labs and robotics companies via enterprise sales and a community-led contributor network.
Ownership category
akta.pro rank

Sureform industry classification

Industry
Product category
AI Training Data
NAICS
Sound Recording Studios (51224), Postproduction Services and Other Motion Picture and Video Industries (51219), Record Production and Distribution (51225)
SIC
Services-Computer Processing & Data Preparation (7374), Services-Computer Programming, Data Processing, Etc. (7370)
akta.pro primary industry
On-Device Speech & Audio AI (wake word, ASR, enhancement) (HDAAAJAF)
akta.pro secondary industry
Video Understanding & Content Moderation (HDAAAEAF)

Keywords

  • Multimodal AI training data
  • Human data collection
  • AI training datasets
  • Audio data collection
  • Embodied AI data

Where Sureform is headquartered

Location

Headquarters

HQ city
Sacramento
HQ country
United States
HQ region
North America

Offices2 records

Markets served

Sureform business model

Business model
GTM type
B2B
Offering type
Software
Cost components
Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

  1. AI Training Data Licensing: Collection and licensing of multimodal human data (audio and video) to AI companies for training and improving artificial intelligence systems including speech, voice, and video recognition models. Data is collected from voluntary participants and shared with partners for research and AI development.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels2 records

Sureform product offering

Product offering

Core offering

Sureform operates a multimodal human data collection platform that gathers high-quality audio and video recordings from voluntary human contributors across diverse interactions and environments. The platform supplies these curated, real-world datasets to AI/ML companies and researchers for training next-generation multimodal and embodied AI systems, including speech, voice, and video recognition models. Its primary consumer-facing product is a web-based Record tool that captures audio locally on contributor devices.

Product overview

Sureform operates as a data collection platform that collects high-quality human data (audio, video, and multimodal interaction data) to support the development of multimodal and embodied AI systems. The core offering consists of a data collection network where human contributors participate in recording tasks to generate training data for AI models. The company's primary product is its Record audio feature for contributing human speech data.

Differentiator

Problem solved

Functional benefit

Products and services

  • Record (Audio Data Collection) A web-based tool that enables human contributors to record and contribute audio data for AI training purposes. Audio is captured locally on the contributor's device and can be downloaded; no data is stored on Sureform's servers during the recording process. The captured data feeds Sureform's pool of human audio datasets used for training speech and voice recognition models.

Companies that use Sureform

Customer profile

Segments1 record

Ideal customer profiles1 record

Sureform technology and API

Technology

Technology focussed Yes

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

AI capability4 records

Feature2 records

Sureform partnerships and signals

Strategic signal

Scale indicators1 record

Recent moves5 records

Expansion highlights5 records

Sureform competitors and assessment

Company assessment

Market position

Competitive moat3 records

Key risks6 records

Key highlights5 records

Customer concentration

Sureform social profiles

Digital presence

Sureform financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Sureform leadership team

Management profile

Number of profiles

Profiles1 record

Sureform funding detail

Funding detail

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Sureform M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Sureform

What does Sureform do?

Sureform operates a multimodal human data collection platform that gathers high-quality audio and video recordings from voluntary human contributors across diverse interactions and environments. The platform supplies these curated, real-world datasets to AI/ML companies and researchers for training next-generation multimodal and embodied AI systems, including speech, voice, and video recognition models. Its primary consumer-facing product is a web-based Record tool that captures audio locally on contributor devices.

Is Sureform a public or private company?

Sureform is a private company. It is classified as venture growth investor backed and is currently operating.

When was Sureform founded?

Sureform was founded in 2025. It employs 1 to 10 people.

Where is Sureform based?

Sureform is headquartered in Sacramento, United States, in the North America region.

How does Sureform make money?

One revenue line is on record: AI Training Data Licensing.

Does Sureform have an API?

No public API is recorded for Sureform.

What industry is Sureform in?

Sureform's product category is AI Training Data. Its primary akta.pro industry code is HDAAAJAF, On-Device Speech & Audio AI (wake word, ASR, enhancement), with a secondary code of HDAAAEAF, Video Understanding & Content Moderation. Its NAICS code is 51224 and its SIC code is 7374.

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