‹ Field technician assistant agents

CarSignal
The AI Operating System for Auto Shops.
Why it ranks #284
CarSignal, an AI field technician assistant from YC S26, ranks #284 of 999 AI agents and #2 of 6 in Field technician assistant, with a score of 3.3 of 10. Data as of .
The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·
- Proof 2 × 30% 0.6
- Scale 1 × 30% 0.3
- Momentum 6 × 25% 1.5
- Autonomy 6 × 15% 0.9
- = 3.3
- 2
Proof
Do customers use it? 30% of the score
Claims a customer count.
- +2A customer count
“We’re live in over 40 shops across 18 US states and are expanding everyday.”
Launch YC post · 17 Aug 2026
Not found: revenue or growth (+4), named customers (+3), a customer result (+2), work done at scale (+2)
- +2
- 1
Scale
Is there a real company behind it? 30% of the score
2 people.
- +12 people on its YC page2 people
Not found: funding round in its news (+3)
- +1
- 6
Momentum
Is it shipping and growing now? 25% of the score
Shows a recent launch, a new claim and a new batch.
- +3Launched in the last 6 monthsCarSignal: The AI Operating System for Auto ShopsLaunch YC post · 17 Aug 2026
- +2A new traction claim
“We’re live in over 40 shops across 18 US states and are expanding everyday.”
Launch YC post · 17 Aug 2026 - +1New: YC Summer 2026
Not found: open roles on YC (+2), funding news in the last year (+2)
- +3
- 6
Autonomy
How much of the job does it do on its own? 15% of the score
Supervised agent: takes actions in other systems; a person approves key steps.
- +6Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 74% likely
- Finishes whole tasks: 13% likely
- Calls itself an agent: 96% likely
Level 2: Takes actions in other systems; a person approves key steps.
- +6
About CarSignal
CarSignal is the AI-native operating system for independent auto repair shops.
Most shops still run each repair across disconnected management software, scan tools, parts catalogs, service information, texts, spreadsheets, and knowledge kept in technicians’ heads. That fragmentation slows diagnosis, creates duplicate processes, and leaves customers waiting.
Read more
CarSignal connects the full repair process in one system. AI agents research vehicle-specific failure patterns and surface the tests that confirm or rule out each cause. The same system carries each job from booking and intake through inspections, estimates, parts, approvals, payment, and follow-up, so technicians spend less time searching and updating systems and more time fixing cars.
Founders
- Michael MuzzinFounder/CEO
- Junaid PopalzaiFounder/CTO
Launches and news
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The top Field technician assistant agents by score, with CarSignal in its place.
- 1
PairioField technician assistantSp26AI mobile app that helps factory technicians fix broken machinesProof2Scale2Momentum6Autonomy6Score3.6 - 2
CarSignalField technician assistantS26The AI Operating System for Auto Shops.Proof2Scale1Momentum6Autonomy6Score3.3 - 3
RevionField technician assistantW26Intelligence for Automotive OperationsProof0Scale4Momentum3Autonomy6Score2.8 - 4
KebraField technician assistantS26AI For The Skilled WorkforceProof0Scale1Momentum4Autonomy6Score2.2 - 5
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DartboardField technician assistantW25AI-native remote operations center for hardware fleetsProof0Scale1Momentum0Autonomy6Score1.2