About Swimm

Agentic modernization, delivered. Accurate, complete, on time.

Swimm is a product-enabled service company. We combine deterministic analysis for accuracy, AI for scale, and SMEs to catch what tools miss. The result is modernization your team owns long after we've handed it off.

Why we exist

About Swimm

Modernization has a trust problem. Tools move fast but miss what matters, and the hardest system knowledge still lives in people's heads.

Swimm was built to close that gap. We combine a proprietary engine that maps dependencies, data flows, and cross-repo relationships into system understanding you can trust, AI agents that apply verified patterns at scale, and subject-matter experts who validate the output and add the know-how no tool can infer.

Everything is delivered through a live workspace and backed by validation evidence at every step, with enterprise-grade posture — SOC 2 and ISO 27001, on-premise and air-gapped deployment, customer-managed LLMs — for the codebases that can’t leave the building.

We don’t parachute in and disappear. We hand off the playbooks, test suites, and knowledge base your team needs to keep evolving the system on its own.

The goal isn't to replace your engineers. It's to make them more capable than they were before we arrived.

The people behind Swimm

Leadership
Oren Toledano

Oren Toledano

CEO & Co-Founder

Sets Swimm's direction as a product-enabled service company — keeping every engagement anchored to accuracy, ownership, and outcomes customers can trust.

Gilad Navot

Gilad Navot

CTO & Co-Founder

Leads the engine and AI systems behind Swimm — the deterministic analysis and verified-pattern agents that turn opaque codebases into understanding teams can rely on.

Investors

Backed by

Agentic modernization, delivered. Accurate, complete, on time.

30 minutes. We'll talk through your codebase and whether API-first extraction is the right first move.

Talk directly to our founders: Oren, CEO · oren@swimm.io — Gilad, CTO · gilad@swimm.io