Is Revion profitable in 2026?

Revion discloses no revenue figures. It is a pre-seed YC W26 startup with 4 to 10 employees as of July 2026, citing vendor-claimed pilot results like Mercedes-Benz of Plano recovering over 30,000 billable hours annually, but no audited financials or profitability data exist.

Could AI replace what Revion sells?

Revion's product is itself AI, voice dictation that structures repair orders. The bigger risk is incumbent Cox Automotive/Xtime, which shipped native AI/automation features to 40,000+ dealers in June 2026, potentially replicating Revion's in-bay documentation feature without a moat.

Who is Revion's biggest competitor?

Cox Automotive's Xtime is the dominant threat, already serving over 40,000 franchise dealers and adding AI features at NADA 2026 (June 18, 2026). Revion also competes with Toma, Numa, Impel, STELLA, Spyne (Vini AI), CallRevu, Matador, Kenect, and Fullpath in voice-AI for dealerships.

Revion is privately held with no parent company. It went through Y Combinator's Winter 2026 batch and is backed by named investors Y Combinator, 8VC, Pioneer, Liquid 2 Ventures, 20VC, and TSIC, per company profile data as of 2026.

How many employees does Revion have?

Sources give a range of 4 to 10 employees as of mid-2026: LinkedIn lists 4, the YC directory (July 22, 2026) lists 10, and Extruct.ai lists a 1 to 10 range, consistent with a very early-stage YC W26 startup.

What products does Revion actually sell?

Revion sells voice-first repair order documentation for technicians, an AI in-bay assistant for OEM manuals and specs, DMS push integration for opcodes, and, as a newer expansion, AI voice agents for dealership BDC phone calls, per company and forum listings as of 2026.

YC Winter 2026 · United States

Revion

AI that records technician voice notes and answers service calls for car dealerships.

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 mid-2027 · Every call on the record Checkpoint: Deadline for Revion to show real data lock-in before Cox/Xtime can extend AI into technician documentation

The call

Revion has a real early foothold in technician documentation but no feature or data asset yet stops Cox/Xtime or rival voice-AI tools from copying it.

Revion sells software that listens to technicians describing car repairs and turns that into written records, which is useful for dealerships that use dealer management systems. Right now, Revion has an early lead because Cox Automotive (which runs the scheduling system at 40,000 car dealerships) just added AI features in June 2026, but nothing about Revion's technology is impossible to copy: Cox could build the same repair documentation tool, and eight other voice AI companies are already chasing the same customer base. The company also started selling a second product that routes customer phone calls to sales agents, but that is a crowded market where many competitors exist and Revion has no clear advantage. The one thing that could save Revion is if repair shop data they collect becomes so valuable and locked into their workflow that shops cannot easily switch, but that has not been proven yet, and Cox Automotive likely has only 12 to 18 months before it copies whatever Revion has built.

Why

AI pressure: Toma, Numa, Impel, STELLA, Spyne/Vini AI and other dealership voice-AI startups. At least eight rival voice-AI tools already work with the same dealer systems, so Revion's BDC product looks like a commodity. Could AI do the core job? Yes, likely.

Bigger players: Cox Automotive / Xtime. Xtime sits inside roughly 40,000 dealers and added its own AI features in June 2026, right where Revion is trying to get in. Could a giant copy it? Yes, easily.

What protects it. Its narrow focus on in-bay technician voice documentation is a spot Cox/Xtime hasn't built for yet, buying it time, not safety.

What would change this call

Cox Automotive/Xtime extends its AI features from scheduling into technician-facing repair documentation. Would show the incumbent closing Revion's only differentiated niche.
Revion discloses a funding round, valuation, or independently verified dealer customer count within 12 months. Would show whether Revion is gaining real traction beyond vendor-cited case studies.
Revion shuts down or keeps its BDC voice-agent product line amid 8+ rivals like Toma, Numa, and Impel. Would show whether management is refocusing on its defensible niche or staying spread thin.

Key numbers

Xtime handles 10M+ service appointments monthly (2024)
Cox Automotive shipped Xtime AI features at NADA (2026-06-18)
Revion has 4 to 10 employees (2026-07-22)

Named risks

No proprietary data or workflow lock-in; Cox/Xtime can replicate in-bay documentation feature. Severity: high
BDC voice-agent expansion enters commoditized category with 8+ funded rivals. Severity: high
Team of only 4 to 10 people competing against incumbents with tens of thousands of dealer relationships. Severity: medium
All customer traction figures are vendor-claimed with no independent verification. Severity: medium
No public pricing model or developer API as of July 2026, limiting scale visibility. Severity: low

Rivals, as read in July 2026

Rival	Direction	Evidence
Cox Automotive / Xtime	losing to	Shipped native AI/automation features to 40,000+ dealers at NADA 2026 (2026-06-18)
Toma, Numa, STELLA Automotive AI	contesting	All claim same Xtime/Tekion/CDK integrations as Revion (2026-06-24)
Spyne (Vini AI)	gaining on	Markets 50+ DMS/CRM integrations for full BDC coverage (2026-06-22)

Questions people ask

Is Revion profitable in 2026?: Revion discloses no revenue figures. It is a pre-seed YC W26 startup with 4 to 10 employees as of July 2026, citing vendor-claimed pilot results like Mercedes-Benz of Plano recovering over 30,000 billable hours annually, but no audited financials or profitability data exist.
Could AI replace what Revion sells?: Revion's product is itself AI, voice dictation that structures repair orders. The bigger risk is incumbent Cox Automotive/Xtime, which shipped native AI/automation features to 40,000+ dealers in June 2026, potentially replicating Revion's in-bay documentation feature without a moat.
Who is Revion's biggest competitor?: Cox Automotive's Xtime is the dominant threat, already serving over 40,000 franchise dealers and adding AI features at NADA 2026 (June 18, 2026). Revion also competes with Toma, Numa, Impel, STELLA, Spyne (Vini AI), CallRevu, Matador, Kenect, and Fullpath in voice-AI for dealerships.
Who owns Revion?: Revion is privately held with no parent company. It went through Y Combinator's Winter 2026 batch and is backed by named investors Y Combinator, 8VC, Pioneer, Liquid 2 Ventures, 20VC, and TSIC, per company profile data as of 2026.
How many employees does Revion have?: Sources give a range of 4 to 10 employees as of mid-2026: LinkedIn lists 4, the YC directory (July 22, 2026) lists 10, and Extruct.ai lists a 1 to 10 range, consistent with a very early-stage YC W26 startup.
What products does Revion actually sell?: Revion sells voice-first repair order documentation for technicians, an AI in-bay assistant for OEM manuals and specs, DMS push integration for opcodes, and, as a newer expansion, AI voice agents for dealership BDC phone calls, per company and forum listings as of 2026.

Timeline

2026-07-22YC directory lists Revion at 10 employees under New York AI startups
2026-07-21apis.io notes Revion has no public developer API or SDK
2026-06-26Revion posts Founding Engineer job listing in London
2026-06-24Trade coverage notes Toma, Numa, Spyne, STELLA all claim same DMS integrations as Revion
2026-06-18Cox Automotive announces AI/automation enhancements to Xtime at NADA 2026
2026-03-25Revion posts Founding Forward Deployed Engineer job listing in New York
2025Revion founded

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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