Traceforce TraceGraph – Ask anything about your company's AI usage
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YC · launched Sep 28, 2026 · 7 upvotes (top 64%) · 0 views
Niche: ai token and inference cost trackers · 82 launches, 5 in the last 7 days · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2B
- AI-native
- Commercial product
- SaaS
- Security
- Cybersecurity
- Enterprise
- AI
Visit website ↗ Source listing ↗
More like this: all 82 launches in ai token and inference cost trackers →
Could you build this?
No Building an on-device enterprise security platform to monitor and intercept traffic across local CLI agents, desktop apps, and browsers requires low-level OS kernel/system programming and security expertise.
What it would actually take: The product requires native system-level daemons (e.g., eBPF on Linux, Endpoint Security framework on macOS, or Windows Filtering Platform) to monitor socket connections, process execution, and local file access by desktop apps and CLIs. It involves local token interception, cryptographic inspection, and on-device parsing of AI payloads without impacting system performance. This requires deep systems and cybersecurity engineering far outside the scope of vibe coding.
Competitors
Other products that read as similar to this one : 483 launches clear the similarity bar, closest 8 shown.
Attention rank: #264 of 484 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 329 days after the earliest competitor.
- Traceforce — Catch risky agent actions your security gateway will never spot · yc · 2026-07-28 · 7 upvotes · similarity 0.60
- Trainly · hn · 2026-04-22 · 6 upvotes · similarity 0.48
- Tracely-ai · github · 2026-10-11 · 817 upvotes · similarity 0.46
- Oximy: See everything your company does with AI · yc · 2026-02-05 · 27 upvotes · similarity 0.45
- Greenflash · hn · 2026-07-15 · 6 upvotes · similarity 0.45
- AI Law Tracker · hn · 2026-07-16 · 20 upvotes · similarity 0.45
- TokenTracker · ph · 2026-09-10 · 1 upvotes · similarity 0.45
- Trace · ph · 2026-10-08 · 6 upvotes · similarity 0.44
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.