Autonomous Enterprise
Infrastructure.
The completion utility as governed infrastructure — digital crews with approvals, audit logs, observability, tiered access, your keys or our metered tokens, across multiple frontier providers.
Completion you can govern: crews that act with approvals, leave an audit trail, and report back — on your security terms.
Trust is the blocker
Governance, security, reliability, integration, and vendor trust decide whether agents ever reach production. Capability isn’t the question — control is.
Governed infrastructure
- Approvals on consequential actions
- Audit logs & the “report back” record
- Tiered, role-based access
- BYOK or our metered tokens
- Multi-provider: OpenAI / Anthropic / Google
Reliability & approvals
A scoped pilot demonstrates the governed loop end to end: a request, crew action with approvals, and an auditable record of exactly what happened.
Continual learning — the honest roadmap
We’re explicit about what’s live today versus where we’re headed — because over-claiming is the fastest way to lose an enterprise’s trust.
Real at the layers we own
Memory on authenticated lanes, a manually-growing skill library, and riding frontier-model upgrades. Shared patterns lift everyone; your data stays isolated to you and never trains another customer’s agent.
Legibility & control
Not yet shipped — the direction we’re building toward: a customer-facing surface to see where a crew performs well or struggles and tune it, and, further out, products that learn from their own usage. We sell this as the direction, never as available today.
Toward a tuned model
We can help you prepare a training-ready dataset for a model you fine-tune at your own provider. NetShow orchestrates frontier models — we don’t train model weights on your data.
The honest distinction: we don’t retrain the models — we make the whole system around them learn. The harness, skills, memory, and (on the roadmap) the control loop get better, riding frontier models that are themselves getting better. Model-weight training stays at your provider’s layer.
Bring us your hardest workflow
Governed completion, on your terms.
Approvals, audit, BYOK or metered tokens, multi-provider. Scope a pilot on your hardest workflow.
Talk to the team