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Intencion

Product analytics that improves your AI agents continuously

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HN · launched Jun 4, 2026 · 9 upvotes (top 45%) · 0 views

Niche: specialized ai analytics platforms · 121 launches, 15 in the last 7 days ▲ +7% · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • B2B
  • AI-native
  • Commercial product

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Could you build this?

Partial While an analytics dashboard and logging SDK can be vibe-coded, an automated system that closes the loop to measurably evaluate and improve agent policies requires complex offline evaluation infra.

What it would actually take: Requires an event ingestion pipeline (Kafka/ClickHouse), automatic trace/step reconstruction for LLM trajectories, automated failure clustering, and an optimization loop (prompt optimization or RL/eval harnesses). The difficult engineering lies in reliable programmatic evaluation of agent intent and success criteria without excessive false positives.

Discussion

2 comments analyzed.

Competitors

Other products that read as similar to this one : 4969 launches clear the similarity bar, closest 8 shown.

Attention rank: #2352 of 4970 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 218 days after the earliest competitor.

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.