They're not trying to cause a breach. They're trying to do their job. The problem isn't your people. It's that you haven't given them an AI that's safe to use. WisdomTwin is that AI.
Designed to support deployments under
89% of employees at regulated organizations have used an unapproved AI tool with work data in the past 90 days.
A loan officer pasted a member's full financial profile — income, debts, SSN, property address — into GPT-4 to help structure a denial letter. The response was good. The data traveled to a server in an undisclosed location. Your NCUA examiner asks where member data was processed last quarter. You cannot answer.
A coordinator uploaded a patient's clinical notes to draft an appeal. Notes included ICD-10 codes, diagnosis history, prescribing physician names. HIPAA calls this a reportable breach. You find out six months later when a patient complains.
An associate used AI to summarize deposition transcripts. The AI's terms allow using inputs to improve the model. Your client's privileged communications are now training data. Opposing counsel files a motion.
What AI tools are your employees using with client data today?
Where exactly does that data go, and who can access it?
Can you prove to an examiner every AI-assisted decision made in the last 12 months?
WisdomTwin answers all three. Before the examiner asks.
Think of every expert in your organization. The compliance officer who's been interpreting regulatory guidance for 22 years. The underwriter who can quote Chapter 7 exclusions from memory. The physician who knows every prior auth protocol. The general counsel who remembers every adverse litigation outcome and why. When they retire, their expertise retires with them. WisdomTwin changes that.
Policies, procedures, regulatory filings, prior decisions, case law, clinical protocols, underwriting manuals, contracts — connected at the source, nothing moved to the cloud.
Not a search engine. An AI that understands your documents — their relationships, precedents, exceptions, and revisions.
Not just experts. The new hire, branch manager, field agent, night-shift nurse. Anyone with the right role gets cited answers.
Every model. Every vector. Every query. Every response. On your hardware. In your network. Under your control. Forever.
"WisdomTwin gave us complete control over our AI infrastructure without the 18-month build timeline. We were production-ready in days, not months, and our compliance team finally has the visibility they need."
WisdomTwin connects to SharePoint, your core banking system (Symitar, Fiserv, Corelation, Jack Henry), your EHR, document management, email archives. Nothing moves to the cloud. Connectors run inside your perimeter.
Your documents aren't indexed — they're understood. WisdomTwin builds a knowledge graph: entities, relationships, precedents, revisions, exceptions. This is what makes WisdomTwin answer questions rather than return documents.
Every response cites its exact source. Every interaction logged in a cryptographically signed audit trail. PII detected and masked before any model sees it. Examiner-ready from day one.
The full intelligence layer on your device. No Wi-Fi. No VPN. No server. Built on Rust. Tested on consumer hardware. 0 bytes transmitted.
Your member data cannot leave your network. Your NCUA examiners expect you to know and prove every AI-assisted decision. WisdomTwin integrates directly with Symitar, Fiserv, Corelation, Jack Henry without moving data.
"For the first time, I can show an examiner exactly what our AI did and why — instantly. That alone is worth the investment."
Average annual avoided costs from regulatory findings and compliance remediation
Reduction in unauthorized AI tool usage after WisdomTwin deployment
Time from download to first answered question in production
Reportable data incidents for any WisdomTwin customer since deployment
"Within two weeks, our compliance team found three instances of employees using unapproved AI with member data. WisdomTwin gave us the evidence to address it."
"Our prior authorization denials dropped 23% in Q1. Not because we changed criteria — because staff finally had instant access to actual payer contract language instead of guessing."
"The first time a junior associate answered a client question that would have taken two hours of partner research, I knew. The second time was when we handed an examiner a signed audit log in 30 seconds."
There's a better way to earn trust than saying 'trust us.' WisdomTwin is assembled from the most battle-tested, community-verified AI components ever built. 800,000+ combined GitHub stars. No black boxes — ever.
| Component | Project | Stars | License |
|---|---|---|---|
| On-Device Memory | Cognee | 27K⭐ | Apache 2.0 |
| LLM Serving | vLLM | 45K⭐ | Apache 2.0 |
| Edge Inference | llama.cpp | 75K⭐ | MIT |
| Agent Framework | OpenClaw | 381K⭐ | Open |
| Vector Database | Qdrant | 22K⭐ | Apache 2.0 |
| Document Parsing | Docling | 20K⭐ | MIT |
| PII Detection | Presidio | 3K⭐ | MIT |
| Identity | Keycloak | 23K⭐ | Apache 2.0 |
| Workflows | n8n | 50K⭐ | Apache 2.0 |
| LLM Observability | Langfuse | 10K⭐ | MIT |
WisdomTwin is architected to align with the frameworks your regulators care about. Certification of any specific deployment is the customer's responsibility on their own infrastructure; we provide the controls, audit chain, and evidence to make it achievable.
Frameworks the platform is designed to support
SHA-256 signed, tamper-evident chain. Every decision reproducible and independently verifiable.
RBAC enforced at every layer. Role-based access propagated automatically.
57 PII entity types detected in real-time. Masked before any model sees them.
Ed25519 signed, hash-chained, WORM-compatible. Admissible as evidence.
When your regulator arrives, you hand them:
No per-token billing. Unlimited queries. Predictable budget.
Or start completely free: Community edition — unlimited queries, 10,000 documents, single user. No credit card. No cloud. No time limit.
Deploy Free on Your Hardware →WisdomTwin was started by a team of engineers, compliance officers, and former regulators who spent their careers inside regulated institutions — banks, hospital systems, insurance carriers, government agencies.
We've been the person who had to explain to an examiner why an AI tool processed member data. We've watched institutional expertise walk out the door when experts retired. We found out — six months too late — that half the organization was using consumer AI with sensitive client data. We built WisdomTwin because we needed it and it didn't exist.
Every decision in this platform comes from something we lived through. The tamper-evident audit trail. The PII masking. The flat-cost pricing. The air-gapped deployment. The perpetual source code license so we're never a single point of failure for your operations. None of it is theoretical. All of it is earned.
Not a setting. Not a policy. The architecture prevents data from leaving.
Every core component is public, auditable, and community-verified.
We started with what examiners ask for.
It deserves AI that treats it that way.
15-minute setup · Any Linux server with Docker · First 10,000 documents free · No credit card