The operate layer for enterprise AI Coming soon
SidekickMachines

Your cloud. Your keys. AI that gets work done.

Agents that run inside your private network — every action scoped, approved, and recorded. Bring your own model.

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Early access · one email when we open — nothing else

Model-agnostic — your API contract or self-hosted weights. Compute, data, and control run in your network; the model runs where you choose.

01 — The wedge

Running agents in production takes a team you can’t hire.

Fifteen technical disciplines stand between an enterprise and its first production agent — orchestration, retrieval, evals, sandboxing, identity, audit, and the rest of the index below. Hiring that team means forty to fifty senior specialists, recruited against the labs and the hyperscalers, then retained and kept current while the field reinvents itself. Almost no enterprise can do it. So we built that team into a platform — the disciplines encoded as infrastructure, run inside your network.

The fifteen disciplines

Agent orchestration01
Model routing02
Retrieval03
Evals04
Sandboxing05
Identity & access06
Secrets management07
Networking08
Observability09
Audit10
Cost control11
Data pipelines12
Human-in-the-loop13
Deployment14
Incident response15

All fifteen, running as one platform.

02 — The boundary

Every action passes one governed boundary.

Not a chat window with admin rights. A mediation layer where every agent action is requested, approved, executed with scoped credentials, and recorded.

◇ Your private network Model · external — your choice
1
Request
The agent proposes an action — never executes on its own authority.
2
Approve
Your policy decides. Flagged actions route to a human first.
3
Execute
Scoped credentials, least privilege, sandboxed compute.
4
Record
Every action lands in an audit trail your team can replay — and roll back where the target system permits.
◇ Your cloud, your keys, your data ◇ Scoped · Approved · Recorded

Every action passes all four stages, in order.

03 — The platform

Built like infrastructure.

Built for regulated enterprises — organizations whose data can’t live in someone else’s cloud.

Sovereign Compute, data, and control stay in your private network. Bring your own model.
System of action Agents that file, update, reconcile, and close the loop — in your systems of record.
Governed One boundary for every action. Scoped, approved, recorded.
Compounding Evals and optimizers built in — every agent is measured in production and tuned on the results.
04 — The spec sheet

The spec sheet.

Preliminary — subject to change

DeploymentYour private network, your cloud account
ModelExternal & pluggable — your API contract or self-hosted weights
DataStays in your network, under your keys
ControlApproval policies — yours to define
AuditAppend-only record of every action