Agentic modernization, delivered. Accurate, complete, on time.
Compliance & Audit Readiness: Evidence From the Code Itself
Audit-ready artifacts derived from the system of record: the code.
Compliance and audit readiness fails when the evidence lives in tribal knowledge and stale docs. Swimm delivers it as a service: documented critical flows, dependency maps, and audit-ready artifacts extracted from your actual codebase and validated by experts. Swimm is a product-enabled service company. We combine deterministic analysis for accuracy, AI for scale, and SMEs to catch what tools miss.
The problem
"We think" isn't an answer auditors accept
When the auditor asks how the system actually behaves, "we think" isn't an answer — and the documentation often can't do better.
01
Auditors ask questions the docs can't answer. The documentation describes how the system was designed to work, not how it works today.
02
Evidence gathering derails engineering for weeks. Every audit cycle pulls your best engineers off real work to manually reconstruct what the system does.
03
Documentation drifts from reality. The gap between what's written down and what's actually deployed grows every release.
04
Regulated change requires proof, not assurances. "It should be fine" doesn't satisfy an auditor, a regulator, or a risk committee.
How it works
Deterministic analysis produces trustworthy system facts
01 · Deterministic
The engine maps the system as it exists today
Dependencies, entry points, data flows, dead code, and cross-repo relationships as they actually exist in your codebase today.
02 · Specification
Facts become documented flows and logic
The Specification stage turns that into documented critical flows and extracted business logic.
03 · SME
Experts validate every artifact
SMEs validate the output, so every artifact reflects the system as it truly runs — not as it was designed to run.
MCP-queryable outputDelivered through a live customer workspace, not a folder of documents that go stale
A workspace, not a stack of files
Every deliverable lives in one place. Yours to keep, queryable by your tools.
Delivered change
- Extracted services and APIs
- Refactored web and mobile clients
- API contracts and schemas
- One source of truth for business logic
System understanding
- Logic distribution map
- Architecture and dependency maps
- Dead-code and duplication analysis
- Critical flow documentation
- Queryable by MCP
Enablement assets
- Parity test suite
- Extraction playbooks
- Team training
- Queryable knowledge base
Proof
Validation evidence, not claims
Works with the tools you've already chosen
Methodology built and led by Swimm's founders — Oren, CEO · Gilad, CTO. Every deliverable ships with validation evidence.
Frequently asked questions
What audit-ready artifacts does Swimm deliver?
Documented critical flows, architecture and dependency maps, extracted business logic, validation evidence, and test plans — all derived from your actual codebase.
How is compliance evidence generated from our codebase?
Our deterministic engine maps the system as it exists today, and SMEs validate the results — so the artifacts reflect real behavior, not design intent.
Is this a compliance tool we run ourselves?
No — Swimm’s team scopes and delivers the artifacts as an engagement. You’re not adopting a compliance platform.
How does audit readiness stay current after the engagement?
That’s the Enablement stage — playbooks, a maintained knowledge base, and training so your team keeps the evidence current between engagements.
Can auditors and risk teams query the system understanding directly?
Yes — the system understanding we deliver is MCP-queryable and lives in a live customer workspace, not scattered across files.
Evidence from the code itself
30 minutes. Tell us what your next audit needs — we'll map what the code can prove.
Talk directly to our founders: Oren, CEO · oren@swimm.io — Gilad, CTO · gilad@swimm.io