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PrivacyCore™ — AI Control Plane
Intent routing for regulated AI agents
PrivacyCore™ is the control plane for multi-agent AI in regulated industries. We solve the critical gap: enterprises want autonomous agents, but compliance and privacy requirements make it risky. PrivacyCore™ provides intent routing, execution recovery, and audit trails—all with Zama FHE and Zero-Knowledge Proofs. Open source on GitHub. Production-ready. Enterprise-trusted.
🚀 Hey Product Hunt! We're excited to launch PrivacyCore™ — the control plane for multi-agent AI in regulated industries.
## The Problem We're Solving
Enterprises are racing to deploy autonomous AI agents, but they're hitting a wall: compliance, governance, and privacy requirements make it risky. Traditional solutions force a choice:
- Deploy agents → Lose compliance visibility
- Stay compliant → Can't deploy agents
- Compromise → Risk regulatory penalties
PrivacyCore™ removes this tradeoff.
## How It Works
**Intent Routing**
Every agent request flows through policy enforcement. You define rules (e.g., "credit decisions >$50K need human review"), and PrivacyCore™ automatically enforces them. No manual intervention. No compliance gaps.
**Execution Recovery**
Agents fail. Networks fail. Data corrupts. PrivacyCore™ automatically retries, checkpoints execution state, and recovers from failures without losing audit trails. Your agents stay reliable.
**Audit Trails**
Every decision is logged with SHA3-256 verification. Immutable, verifiable, compliance-ready. Perfect for FDA 21 CFR Part 11, FCA MiFID II, HIPAA, SOX, and more.
## Real-World Use Cases
**Fraud Detection (DeFiCO™)**
Banks use autonomous agents to score credit applications. PrivacyCore™ ensures:
- Privacy: Applicant data stays encrypted (FHE)
- Governance: All decisions are auditable
- Compliance: Meets regulatory requirements
Result: 10,000+ assessments/day, <50ms latency
**Medical Records (MediVault™)**
Healthcare providers manage patient data with autonomous agents. PrivacyCore™ ensures:
- Privacy: HIPAA-compliant data handling
- Governance: Granular access control
- Compliance: Audit trails for every access
Result: Secure, compliant, patient-controlled
**Title Settlement (CAVE Title™)**
Real estate transactions require coordination across multiple agents. PrivacyCore™ ensures:
- Privacy: Confidential transaction details
- Governance: Multi-party consensus
- Compliance: Immutable settlement records
Result: Faster closings, zero disputes
## Why PrivacyCore™ is Different
**Built for Regulated Industries**
We're not a generic agent framework. We're built specifically for compliance-heavy environments (finance, healthcare, real estate). Every feature is designed with regulators in mind.
**Open Source**
PrivacyCore™ is MIT-licensed and open source on GitHub. You can:
- Review the code (transparency builds trust)
- Self-host (no vendor lock-in)
- Contribute (community-driven development)
- Deploy anywhere (cloud, on-prem, edge)
**Production-Ready**
- 30+ unit tests (100% pass rate)
- TypeScript + Python implementations
- <50ms latency overhead
- 99.9% uptime SLA
- Enterprise-grade security
**Backed by Leading Tech**
- Zama FHE for privacy
- Zero-Knowledge Proofs for verification
- Explainable AI for compliance
- Polygon + Miden for blockchain settlement
## Pricing
**Starter** — $500/month
- 10,000 intents/month
- 1 agent
- Community support
**Professional** — $2,000/month
- 100,000 intents/month
- 10 agents
- Priority support
- API access
**Enterprise** — Custom pricing
- Unlimited intents
- Unlimited agents
- Dedicated support
- Custom compliance exports
## What's Next
We're launching Phase 1 of our roadmap:
- Month 1-3: Foundation (Product Hunt, GitHub, community)
- Month 4-6: Cloud MVP ($60K revenue target)
- Month 7-9: Enterprise tier ($40K/month)
- Month 10-12: Scale ($100K+/month)
## Get Started
**GitHub:** https://github.com/Automa-Labs-A...
**Docs:** https://privacycore.ai
**Discord:** [Join our community]
**Twitter:** @AutomaLabsAI
We're building the future of compliant AI. Join us.
---
**Questions? Ask away in the comments!** We'll be here all day answering questions about:
- How PrivacyCore™ compares to LangChain, CrewAI, AutoGen
- Integration with your existing systems
- Compliance requirements for your industry
- Pricing and custom enterprise plans
- Technical architecture and security
Let's build the control plane for AI together. 🚀
About PrivacyCore™ — AI Control Plane on Product Hunt
“Intent routing for regulated AI agents”
PrivacyCore™ — AI Control Plane was submitted on Product Hunt and earned 3 upvotes and 1 comments, placing #155 on the daily leaderboard. PrivacyCore™ is the control plane for multi-agent AI in regulated industries. We solve the critical gap: enterprises want autonomous agents, but compliance and privacy requirements make it risky. PrivacyCore™ provides intent routing, execution recovery, and audit trails—all with Zama FHE and Zero-Knowledge Proofs. Open source on GitHub. Production-ready. Enterprise-trusted.
On the analytics side, PrivacyCore™ — AI Control Plane competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how PrivacyCore™ — AI Control Plane performed against the three products that launched closest to it on the same day.
Who hunted PrivacyCore™ — AI Control Plane?
PrivacyCore™ — AI Control Plane was hunted by Allen Branch. 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 PrivacyCore™ — AI Control Plane including community comment highlights and product details, visit the product overview.
Allen Branch