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Traceforce TraceGraph – Ask anything about your company's AI usage

Know where every AI token goes

Details

External ID
117100
Source
YC
Company
Traceforce
Product
Traceforce TraceGraph – Ask anything about your company's AI usage
Website domain
traceforce.ai
Launched
Sept. 28, 2026
Cohort
Summer 2026
Upvotes
6
Upvotes percentile
0.4583333333333333
Tags
Artificial Intelligence, SaaS, Security, Cybersecurity, Enterprise
Fetched at
Sept. 30, 2026, 5 p.m.
Updated at
Sept. 30, 2026, 5 p.m.

Enrichment

Theme
algorithmic trading bots and platforms
Vertical
Horizontal
Function
Observability & eval
Audience
B2B
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
ai token and usage analytics for companies
Manually corrected
False

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 — 139 launches clear the similarity bar, closest 8 shown.

Attention rank: #71 of 140 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 321 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.