SORVYNN

AI automation for regulated companies

AI that fits into how your company actually runs, inside your environment, on the work that matters most.

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Every action timestamped · Every decision logged · Every output traceable

WHY SORVYNN EXISTS

Built for the work AI hasn't been able to touch.

Every regulated company knows AI is going to define the next decade of their business. The leadership teams feel the pressure, but the work that matters most still gets done by hand.

DATA AND SECURITY RISK

Customer data cannot leave the perimeter.

Most AI tools run in the vendor's cloud. For regulated companies, that is the end of the conversation before it starts.

THE AUDIT CHAIN

Regulators expect to see every step.

An AI tool that produces a result without producing the audit trail behind it cannot be used on work that matters.

Sorvynn is the layer that makes this work safe to automate.

01 — HOW IT WORKS

Read → Pull → Assemble → Review → Deliver

Every action logged. Every decision traceable. Built for regulatory exams.

01

READ

Parse unstructured intake. Email, PDF, portal form. Extract what matters.

02

PULL

Query your systems with read-only access. CRM, custody platform, underwriting DB.

03

ASSEMBLE

Generate output documents. Fill forms. Update records. All pre-configured to your specs.

04

REVIEW

Human in the loop. Approve, reject, modify. Their decision and timestamp go in the log.

05

DELIVER

Write to systems of record. Send to client. Close the loop. Audit trail complete.

COMPLIANCE GRADE

Immutable audit trail. Every input, action, and output timestamped and attributed.

100%

Actions logged

02 — WHO WE WORK WITH

Built for regulated industries.

Sorvynn is built for regulated industries. The shape of the work is the same in every one of them: unstructured input arrives, related data gets pulled from multiple systems, a compliant output gets produced, a human approves it, and a regulator can see the entire chain afterward.

DEFENSE

Where Sorvynn started.

DFARS and CMMC 2.0 require contractors to document how Controlled Unclassified Information is handled across every process. Sorvynn started in defense and automates order intake, approval routing, and document handoff while producing the audit trail required for DoD compliance reviews.

The same engine applies to financial services, healthcare, insurance, legal operations, and public sector.

Same engine. Different configurations.

FINANCIAL SERVICES

Wealth management, RIA, and broker-dealer workflows with SEC books-and-records audit requirements. Account openings, transfers, and beneficiary updates documented end-to-end.

HEALTHCARE

Medical billing, prior authorization, DME orders, and specialty pharmacy intake workflows with HIPAA-compliant audit trails.

INSURANCE

Claims intake, underwriting document assembly, and carrier reporting workflows with state insurance department audit requirements.

LEGAL OPERATIONS

Matter intake, conflict checks, retainer agreement assembly, and client onboarding workflows with state bar professional responsibility documentation.

PUBLIC SECTOR

Grant intake, constituent request processing, and procurement workflows with federal and state records retention requirements.

If your team handles unstructured intake today and your regulator demands a paper trail, the pattern applies.

Talk to us about your specific configuration →

03 — WHY SORVYNN

The compliance layer, built in.

Most AI tools for regulated industries handle one narrow piece of work and ask the team to adapt to the tool. Sorvynn is built the other way around. The engine adapts to how the company already runs, on the systems the team already uses, inside the environment the compliance team already trusts.

DEPLOYMENT

Runs inside your environment.

Sorvynn deploys into your own cloud (Azure, AWS, or on-prem) and your data never leaves it. Read-only connectors with scoped permissions your IT team can approve in under an hour.

ARCHITECTURE

Built for the work, not retrofitted.

Audit trails, human review gates, and permission controls are the foundation, not features added later. Every component is designed around the compliance requirements your industry already lives under.

AUDIT TRAIL

Built for the day the regulator shows up.

An exam or audit where your compliance team has to reconstruct what happened from five different systems is the worst day of their year. Sorvynn produces that reconstruction automatically, in real time, for every action that runs through it.

04 — ABOUT SORVYNN

Why we built this.

The companies with the strictest regulators are the ones with the most manual workflows. They read incoming requests by hand, hunt for data across half a dozen systems, fill out compliance-grade forms one field at a time, and hope the audit trail holds up if anyone asks. The software they've been sold either wants to swallow their data, can't produce the paper trail their examiners expect, or takes six months to stand up before it does anything useful.

We build the missing layer. Sorvynn deploys inside your environment, reads the work your team is already doing, assembles the outputs your workflow needs, puts a human in front of every consequential action, and writes an audit trail your compliance team can hand to a regulator without rewriting it. Same engine for every customer. The configuration changes.

Sorvynn was founded by Ben Hamblett, who led the AI Innovators program inside CyberArk, a 4,500-person public cybersecurity company. That program deployed 131 agents across 21 departments, reached around 2,900 people, and saved the company roughly 2,200 hours of work a week. The lesson from doing that at scale: the AI is the easy part. The hard part is producing work that holds up. Work an analyst can ship without checking it twice. Work a compliance team can defend in an exam. Work a regulator will accept.