Is Specific Labs profitable in 2026?

No revenue or profitability figures for Specific Labs have been disclosed. The company is a 2-person, San Francisco based Y Combinator Fall 2025 batch startup with no independent funding or customer data found as of 2025-2026.

Who are Specific Labs' biggest competitors?

Specific Labs competes with far larger, better funded rivals in human/audio data for AI: Mercor (~$10B valuation, Oct 2025), David AI ($80M raised, $50M Series B Oct 2025), Surge AI ($15-25B valuation, mid-2025), and Meta-backed Scale AI.

Has Specific Labs raised any funding?

No independent funding round, amount, or valuation for Specific Labs has been found in press releases or funding databases as of 2025-2026, beyond its status as a YC Fall 2025 batch company, which typically includes roughly $500K pre-seed.

Could AI make Specific Labs' business obsolete?

Specific Labs sells human-recorded audio and enterprise data to train AI models, a business exposed to synthetic data and self-supervised learning techniques that peer David AI itself flags as a category-wide risk that could reduce demand for human-sourced data.

Who owns Specific Labs?

Specific Labs is a private company and Y Combinator Fall 2025 portfolio member, founded in 2025 in San Francisco. Its CEO previously worked at Coinbase and founded UCLA's largest apartment-listing platform, which was acquired.

What does Specific Labs actually sell?

Specific Labs, branded 'Specific' at withspecific.com, describes itself as an 'Applied AI Research Lab' selling audio and enterprise human datasets from real business workflows to frontier AI labs and enterprises building AI agents, as of 2025.

YC Fall 2025 · United States

Specific Labs

Two-person YC startup selling audio and workflow data for AI training.

Protection under test

Assessed 27 July 2026 · Evidence as of 27 July 2026

Something worth protecting exists and is being tested right now.

On the recordSince 27 July 2026 · Checkable from Winter 2026 · Every call on the record Checkpoint: YC Fall 2025 Demo Day, where funding or customer traction would first surface

The call

Specific Labs is a two-person startup entering an audio-data market where funded rivals already sell to major AI labs.

Specific Labs collects audio recordings from people and sells them to AI companies training large language models. The problem: bigger competitors like Mercor and David AI already have relationships with OpenAI, Anthropic, Meta, and other major labs, have raised hundreds of millions of dollars, and offer similar services. There is nothing about Specific Labs' product that competitors cannot copy or that AI companies cannot replace with computer-generated audio instead of real recordings. The one thing that could matter is if Specific Labs raises significant funding and lands a major customer contract, which would signal that AI labs believe the company offers something their current vendors do not.

Why

AI pressure: Synthetic data and self-supervised learning methods. Labs are testing synthetic and self-supervised audio data, which could cut demand for human-sourced datasets like theirs. Could AI do the core job? Only partly.

Bigger players: David AI. David AI already sells audio data to Mag7 firms and top labs, backed by $80M including a $50M round with Nvidia in it. Could a giant copy it? Yes, easily.

What protects it. No named customers, funding, or certifications are disclosed yet, so nothing currently separates them from bigger rivals.

What would change this call

Specific Labs announces a seed or Series A round with a named investor. Would show it can secure capital to compete with funded rivals like David AI and Mercor.
Specific Labs names a paying enterprise or frontier-lab customer publicly. Would show real market traction rather than pre-revenue positioning.
David AI or Mercor announces new Mag7 or frontier-lab contracts within a year. Would show incumbents extending lock on the same buyers Specific Labs targets.

Key numbers

Team size: 2 people (2025)
David AI raised $50M Series B (2025-10-09)
David AI total funding: $80M (2025-10)

Named risks

No disclosed funding round for a 2-person team competing against multi-billion dollar rivals. Severity: high
No named customers or frontier-lab partnerships publicly confirmed as of 2025-2026. Severity: high
Synthetic data and self-supervised learning could reduce demand for human audio data industry-wide. Severity: medium
Sector reputational risk shown by Mercor's March 2026 data breach affecting trust in human-data vendors. Severity: medium
Brand confusion with similarly named YC companies (specific.dev, Bear/withspecific overlap) may hurt discoverability. Severity: low

Rivals, as read in July 2026

Rival	Direction	Evidence
Mercor	losing to	Mercor hit ~$10B valuation Oct 2025, talks for $20B by Jul 2026, vs Specific Labs' undisclosed traction
David AI	losing to	David AI raised $50M Series B Oct 2025, claims Mag7 and frontier lab work (vendor-claimed)
Surge AI	losing to	Surge AI valued $15-25B mid-2025 with ~1M annotators, bootstrapped
Scale AI	contesting	Absorbed into Meta orbit via ~$14.3B investment mid-2025, reshaping lab data-sourcing decisions
Askable Labs	losing to	Askable claims ISO/SOC2 certification and 9+ years serving frontier labs since 2017 (vendor-claimed)

Questions people ask

Is Specific Labs profitable in 2026?: No revenue or profitability figures for Specific Labs have been disclosed. The company is a 2-person, San Francisco based Y Combinator Fall 2025 batch startup with no independent funding or customer data found as of 2025-2026.
Who are Specific Labs' biggest competitors?: Specific Labs competes with far larger, better funded rivals in human/audio data for AI: Mercor (~$10B valuation, Oct 2025), David AI ($80M raised, $50M Series B Oct 2025), Surge AI ($15-25B valuation, mid-2025), and Meta-backed Scale AI.
Has Specific Labs raised any funding?: No independent funding round, amount, or valuation for Specific Labs has been found in press releases or funding databases as of 2025-2026, beyond its status as a YC Fall 2025 batch company, which typically includes roughly $500K pre-seed.
Could AI make Specific Labs' business obsolete?: Specific Labs sells human-recorded audio and enterprise data to train AI models, a business exposed to synthetic data and self-supervised learning techniques that peer David AI itself flags as a category-wide risk that could reduce demand for human-sourced data.
Who owns Specific Labs?: Specific Labs is a private company and Y Combinator Fall 2025 portfolio member, founded in 2025 in San Francisco. Its CEO previously worked at Coinbase and founded UCLA's largest apartment-listing platform, which was acquired.
What does Specific Labs actually sell?: Specific Labs, branded 'Specific' at withspecific.com, describes itself as an 'Applied AI Research Lab' selling audio and enterprise human datasets from real business workflows to frontier AI labs and enterprises building AI agents, as of 2025.

Timeline

2026-07-10Mercor reportedly in talks for $20B valuation, up from $10B in Oct 2025
2026-05-30Peer Human Archive raises $8.2M seed for embodied human data
2026-05-13Peer Origin Lab raises $8M for video-game data collection
2026-03Rival Mercor suffers data breach exposing ~4TB, triggers lawsuits and Meta pause
2026-02-04ElevenLabs raises $500M at $11B valuation, adjacent voice-AI player
2025-10-09Direct peer David AI raises $50M Series B led by Meritech and NVIDIA
2025-10Mercor reaches ~$10B valuation
2025-06Meta invests ~$14.3B in Scale AI, reshaping data-labeling competitive landscape
2025-06Surge AI reported valuation of $15-25B, bootstrapped, ~1M annotators
2025Specific Labs founded, joins Y Combinator Fall 2025 (F25) batch

Revision history

27 July 2026

First assessed. Protection under test. The text above is fixed as of this date and is not edited afterwards.

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