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DecisionMesh
Every AI decision — governed, audited, compliant
DecisionMesh is the AI Intent Control Plane for enterprises. Unlike observability tools that explain what happened after an AI request, DecisionMesh governs what is allowed before it reaches an LLM. Enforce intent-based policies, mask PII before transmission, maintain immutable audit trails, control budgets, and route across OpenAI, Anthropic, Gemini, DeepSeek, and self-hosted models. Built for regulated industries where AI governance, compliance, and accountability are critical.
Hey Product Hunt! 👋
I'm Thiru, founder of DecisionMesh.
I built this after watching a fintech startup fail a
compliance audit. Their engineers had been calling
OpenAI directly for 18 months — no logs, no policies,
no audit trail. The regulator asked for AI decision
records. They had none.
That story kept repeating. Healthcare teams sending
PHI to third-party LLMs without masking. Finance teams
with AI spend 6x over budget. Nobody knowing which
model made which decision.
DecisionMesh is the infrastructure layer that makes
AI governable — not a dashboard you look at, but a
control plane that actually enforces rules.
Here's what it does today:
→ Logs every AI decision with cryptographic signing
→ Masks PII before requests leave your network
→ Enforces policies per team, model, and use case
→ Controls costs with hard budget limits
→ Generates audit trails for EU AI Act, SOC 2, HIPAA
We're in beta and completely free right now.
I'd love feedback from anyone in fintech, healthcare,
insurance, or legal — the sectors where ungoverned AI
creates the highest risk.
Happy to answer any questions below 👇
And if this resonates with a problem you're facing —
try it free at decimeshi.com
About DecisionMesh on Product Hunt
“Every AI decision — governed, audited, compliant”
DecisionMesh was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #66 on the daily leaderboard. DecisionMesh is the AI Intent Control Plane for enterprises. Unlike observability tools that explain what happened after an AI request, DecisionMesh governs what is allowed before it reaches an LLM. Enforce intent-based policies, mask PII before transmission, maintain immutable audit trails, control budgets, and route across OpenAI, Anthropic, Gemini, DeepSeek, and self-hosted models. Built for regulated industries where AI governance, compliance, and accountability are critical.
On the analytics side, DecisionMesh competes within SaaS, Developer Tools and Artificial Intelligence — topics that collectively have 1M followers on Product Hunt. The dashboard above tracks how DecisionMesh performed against the three products that launched closest to it on the same day.
Who hunted DecisionMesh?
DecisionMesh was hunted by Annam Thirupalu. 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 DecisionMesh including community comment highlights and product details, visit the product overview.
Annam Thirupalu