AI your compliance team will sign off on.
Regulated industries don't get a second chance with AI. A model that can't explain its decisions is a liability. Data that leaves your environment is a breach waiting to happen. We build AI that works within your constraints - not around them.
Your data never leaves your walls.
Your patient records, claims data, and financial models stay exactly where they are - in your environment, under your control. Every Accelyst deployment runs inside your private cloud, on-prem infrastructure, or VPC. No data is sent to third-party model providers. No training on your data. No shared tenancy.
Who Needs This
Health systems handling PHI under HIPAA. Banks processing PII under SOX and GLBA. Insurers managing claims data under state privacy regulations.
Private Cloud
Models deployed inside your AWS, Azure, or GCP private environment.
On-Premises
On-premises deployment for air-gapped or high-security environments.
Local Inference
No data transmitted to external LLM APIs - inference runs locally.
Full Encryption
Full encryption at rest and in transit within your network.
The bottom line: Your security team reviews the architecture. Your compliance officer signs off. Your data stays yours.
AI handles the volume. Your experts handle the judgment calls.
AI is fast. But fast and wrong is worse than slow and right - especially when the decision affects a patient's care, a customer's claim, or a client's portfolio. Every Accelyst system has human oversight built in from day one. Not bolted on after something goes wrong.
Intelligent Triage
AI processes and triages high-volume tasks like claims, documents, and extraction.
Confidence Scoring
Sophisticated scoring flags complex decisions that require human review.
Expert Review
Your subject matter experts review, approve, or override flagged items easily.
Continuous Learning
The system learns from those corrections - getting smarter with every cycle.
When Humans Stay in the Loop
- Clinical decisions in healthcare AI
- Claims adjudication above threshold amounts
- Loan approval recommendations
- Any decision with regulatory or legal implications
The bottom line: Your best people stop doing data entry and start doing the work you hired them for. AI handles the repetitive 80%. Humans handle the critical 20%.
When auditors ask why, you can show them.
"The model said so" isn't an answer your auditors will accept. Every AI decision Accelyst builds produces a clear, traceable reasoning chain - from input data to final recommendation.
Why This Matters
- CMS and state regulators require explainable AI for claims decisions
- OCC and FDIC guidelines demand model risk management for financial AI
- NAIC is tightening rules on AI in insurance underwriting and pricing
- Your board wants to know the AI isn't a black box
Decision Audit Trails
Every output is directly linked to the inputs and variables that produced it.
Explainability
Clear recommendations paired with confidence scores and reasoning.
Complete Logging
Full logging of model versions, specific prompts, and parameters used.
Compliance Reports
Ready-to-use reports your auditors can review without technical help.
The bottom line: Full transparency isn't a feature we add later. It's how we build from the start. When regulators ask questions, you have answers.
Common Questions
What compliance teams ask before deploying AI in regulated environments.
Yes. We deploy models inside your infrastructure - on-prem, private cloud, or VPC. No data leaves your environment.
AI handles the bulk processing and flags items that need human review based on confidence scoring. Your experts focus only on the decisions that matter.
Our approach is built for HIPAA, SOX, GLBA, NAIC guidelines, OCC model risk management, and state-level privacy regulations. Every deployment includes audit trails and explainability.
No. Audit trails and explainability are built into our architecture - not added as a separate layer. There's no performance penalty.
Ready to deploy AI your compliance team will actually approve?
Private AI that works with your existing systems and delivers transparent, compliant automation. Tell us where you're stuck - we'll show you what's possible.