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LLM Governance Framework
Evaluate, score and audit AI outputs before deployment
Most teams deploying LLMs have no systematic way to evaluate if their AI is behaving correctly. LLM Governance Framework fixes that. What it does: - Enforces constitutional AI policies via YAML - Scores every response 1-5 with risk transformation - Makes PASS / REVIEW / FAIL decisions automatically - Generates hashed audit logs and JSON reports - Integrates with any LLM via API Open source. Free to use. Built by TruLogic AI.
Hey Product Hunt! 👋
I'm Shreya Roy, founder of TruLogic AI.
We built this because we kept seeing AI teams
deploy LLMs with no real governance — just vibes
and hope.
This framework brings deterministic, auditable
control to LLM deployments. Define your rules
in YAML, score every response, get PASS/REVIEW/FAIL
decisions with a full audit trail.
Open source and free to use.
Would love feedback from anyone building in
regulated industries or working on AI safety.
GitHub: github.com/trulogicai/llm-governance-framework
About LLM Governance Framework on Product Hunt
“Evaluate, score and audit AI outputs before deployment”
LLM Governance Framework was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #142 on the daily leaderboard. Most teams deploying LLMs have no systematic way to evaluate if their AI is behaving correctly. LLM Governance Framework fixes that. What it does: - Enforces constitutional AI policies via YAML - Scores every response 1-5 with risk transformation - Makes PASS / REVIEW / FAIL decisions automatically - Generates hashed audit logs and JSON reports - Integrates with any LLM via API Open source. Free to use. Built by TruLogic AI.
On the analytics side, LLM Governance Framework competes within Open Source, Artificial Intelligence, GitHub and Tech — topics that collectively have 1.2M followers on Product Hunt. The dashboard above tracks how LLM Governance Framework performed against the three products that launched closest to it on the same day.
Who hunted LLM Governance Framework?
LLM Governance Framework was hunted by TruLogic AI. 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 LLM Governance Framework including community comment highlights and product details, visit the product overview.
TruLogic AI