We enhance what already works, then extend it. No disruption. Your timeline. Enterprise‑grade.
Encapsulate core systems with stable APIs—without rewriting them.
Add copilots, retrieval, and decision support where they move metrics.
Governance, security, SRE, and a runbook. Then scale.
Inventory, dependency map, risk posture, and three low‑disruption wins.
A stable API layer so legacy and modern co‑exist. Auth, versioning, catalog, rollback plan.
Vendor‑neutral evaluations—quality, latency, cost, safety—with a 90‑day pilot plan.
SLOs, observability, change control, and the runbook to operate.
Field‑tested accelerators. Yours if we work together.
Vendor‑neutral evaluation harness for model quality/latency/cost/safety.
Access Tool →These in‑house tools are operated by Cichocki LLC; some UIs are hosted on subdomains.
What if your mainframe could talk to your CRM—without a rewrite?
What if your analysts had a private copilot that knows your data—but keeps your data private?
What if the migration waited on your milestones, not the vendor's?
Quietly rigorous. Security, privacy, and responsible AI—documented, audit‑ready.
Network, authN/Z, encryption, key mgmt
Data retention, access controls
Evaluation gates, bias checks
What we have, what we're pursuing
We build bridges that last. We've done it across regulated industries and mission‑critical systems.
Some of our work can't be public. Ask us why.
Short, useful pieces—exec POV + practitioner patterns.
Why strangler fig patterns outperform rip-and-replace in regulated environments.
Ask a question →Building API layers that give you options instead of lock-in.
Ask a question →Tell us what mustn't break. We'll start there.