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Tenet AI
Stop tracing AI errors. Start proving your AI decisions.
Go beyond observability. Tenet is the Decision Auditability Platform for high-stakes AI that turns your agent's black box into a provable, ISO-ready Reasoning Ledger. First decision-centric layer for AI agents, built on three pillars: 1. PROOF. Capture every agent decision permanently on-ledger. 2. VERIFICATION. Replay & re-execute decisions semantically. 3. IMPROVEMENT. Every error & Human Override → structured fine-tuning data. Prove compliance with EU AI Act, SOC2 & HIPAA — in 2 lines of code
Hey PH! 👋
I'm Igor, co-founder and CEO at Tenet AI.
We're breaking stealth for Alpha Day because we're obsessed with a problem every AI engineer faces: agents fail silently, and logs don't tell you why.
Right now, engineering teams are stuck in a painful paradox. While observability tools (Langfuse, Datadog) are great for tracking tokens and latency, they completely fail to answer WHY an AI agent made a business decision.
Because of this blind spot, risk and compliance officers ban autonomous agents from production to prevent catastrophic capital misallocation and regulatory exposure. And developers are forced to build massive, heavy, DIY crutches with strict guardrails just to pass compliance audits, killing their AI's reasoning power.
We think there's a better way. Tenet is a new layer for the AI stack: Decision Auditability.
Tenet isn’t just another LLM logger, but an immutable flight recorder (Reasoning Ledger) for your agents, built on three pillars:
1. PROOF: Capture every agent decision context permanently on-ledger.
2. VERIFICATION: We don’t just show what happened, we answer "Would this happen today?" Replay and semantically re-execute any decision with a single click. Your time machine for bugs and silent drift.
3. IMPROVEMENT: We transform every error and Human Override into a structured golden dataset for fine-tuning your agents. Close the feedback loop automatically.
🗣️ We're here today for brutal honesty from builders and engineers.
Tell us why this architecture won't work. Tell us why you would/wouldn't drop this SDK into your VPC. Destroy our ideas in the comments so we can refine our v1. Thank you! 🙏
About Tenet AI on Product Hunt
“Stop tracing AI errors. Start proving your AI decisions.”
Tenet AI was submitted on Product Hunt and earned 13 upvotes and 5 comments, placing #77 on the daily leaderboard. Go beyond observability. Tenet is the Decision Auditability Platform for high-stakes AI that turns your agent's black box into a provable, ISO-ready Reasoning Ledger. First decision-centric layer for AI agents, built on three pillars: 1. PROOF. Capture every agent decision permanently on-ledger. 2. VERIFICATION. Replay & re-execute decisions semantically. 3. IMPROVEMENT. Every error & Human Override → structured fine-tuning data. Prove compliance with EU AI Act, SOC2 & HIPAA — in 2 lines of code
On the analytics side, Tenet AI competes within Developer Tools, Artificial Intelligence and Alpha — topics that collectively have 977.5k followers on Product Hunt. The dashboard above tracks how Tenet AI performed against the three products that launched closest to it on the same day.
Who hunted Tenet AI?
Tenet AI was hunted by Igor Fedorov. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Tenet AI including community comment highlights and product details, visit the product overview.
Igor Fedorov