Launch · Professional & Local Services
Pronto expands wearable camera service for AI training
By Startup Enthusiast ·

- Date
- Company
- Pronto
- What it does
- Home services platform
- Kind
- Launch
- Founded
- 2025
What they do
Pronto is expanding Pronto Verified, an opt-in service where professionals wear cameras to record work for AI training
What happened
Customers pay a premium, professionals earn double, and peers like Snabbit and Urban Company are not pursuing similar initiatives
Why it matters
The service was piloted in May 2026 and faced controversy over privacy concerns
The details
- Pronto is expanding its Pronto Verified service, where professionals wear wearable cameras during service sessions.
- The cameras record only the work area, hands and forearms, and do not capture audio.
- Raw footage is encrypted and automatically deleted immediately after the work is completed, never accessed by humans.
- Only an anonymized version (faces and PII blurred or removed) is retained for AI training.
- Customers can review the anonymized recording within 48 hours before it is used for AI training.
- Customers provide consent multiple times during booking and again when the professional arrives, and can decline at any point.
- The service was first piloted in May 2026 on a small fraction of bookings, and faced controversy over privacy concerns.
The bigger picture
- Pronto said much of the May discussion stemmed from misunderstanding of how the program worked, especially customer disclosures.
- Disclosures have since been strengthened and are now explicit at multiple stages for participants.
- Peers Snabbit and Urban Company publicly said they are not pursuing similar wearable camera initiatives.
- Pronto did not directly answer whether MeitY or any regulator sought explanation after the May controversy.
About the business
- Pronto is a home services platform that connects professionals with customers for various services.
- Pronto Verified is an optional service; customers opt into Verified bookings.
- Professionals earn about double for every Verified booking compared to standard bookings.
- Customers pay a premium for Pronto Verified service.
- Anonymized footage from Verified bookings is used to train Pronto's AI models.
- Customers are informed recordings may be used for AI training before making a Verified booking.
- Customers provide consent multiple times during booking and again when professional arrives.
- Customers can decline recording at any point and proceed with a standard Pronto booking.
- The wearable camera records video but does not capture audio.
- Raw footage is encrypted, automatically deleted immediately after work is completed, never accessed by humans.
- Only an anonymized version (faces and PII blurred or removed) is retained.
- Customers can review anonymized recording within 48 hours of session, after which it is used for AI training.
- Customers are asked during booking to confirm consent on behalf of everyone in the home.
- The camera points down at professional's work area, hands and forearms, aiming to capture nothing else.
What happens next
- Pronto is scaling the Pronto Verified service.
Founders
- Anjali Sardana, Founder
About Pronto
- Product
- home services startup
- Customers
- Households looking for domestic and household help
- How it makes money
- Connects households with trained, background-verified professionals for on-demand home services
- What sets it apart
- Focuses on trained and background-verified professionals and quick access to domestic help
More on Pronto
- Pronto raises $45M in Series B funding to scale instant help services8 September 2026 · Results
- Pronto admits to recording household tasks for AI training after backlash22 May 2026 · Funding · $20 million extension round
- Pronto raises $45 million in Series B funding to expand services in existing cities6 May 2026 · Funding · $45M
- Pronto raises $25M Series B at $100M valuation3 March 2026 · Funding · $25M
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