applied AI studio · est. 2026

AI that excels.

aixcl is an applied AI studio. We design and ship the systems that let businesses turn where AI is heading into where they win — auditable, operator-controlled, production-grade. Two products today: one for AI agents, one for distributed teams.

the contract

Warden holds secrets. Agents hold goals. You approve.

Our flagship product, aixcl Warden, sits between your AI agents and the things they need to do real work — databases, APIs, SSH hosts, cloud accounts. The agent never sees the credentials; you approve each session with TOTP; every action is signed, time-boxed, and on the audit trail.

Warden
holds the secrets, sealed under KMS envelope encryption — never reachable from the agent's process.
Agents
hold the goals — they describe intent and request access, never raw plaintext.
You
approve each session with TOTP. Time-boxed access. Full audit trail. Revoke at any time.
products

Two platforms. Both audit-grade.

Built for businesses where every action by an agent — human or AI — needs to be explainable, reversible, and reviewable.

the studio

A studio for the systems behind the next decade of AI.

aixcl is small on purpose. We don't sell trend reports about where AI is going — we build the systems that make it work inside the businesses we believe in.

Every product we ship answers a question we got asked too many times to ignore. Warden came out of "how do I let an AI agent touch production without losing sleep?" Remote came out of "how do I run a real operation over WhatsApp without losing audit?"

2 platforms in active development, both audit-grade by design.
2026 established — built in the open by operators, for operators.
0 standing access. Every session has a time-bound expiry.