01
Map the real operation.
Start with how work actually moves, including workarounds, handoffs, exceptions, permissions, and the cases absent from the official SOP.
About Silpho
One senior owner from workflow map to production.
Silpho builds AI-powered operating systems for recurring business work. Paweł Karniej owns the architecture, implementation decisions, control model, evaluation plan, and production handoff.
02
Use the right mechanism.
Deterministic software handles fixed rules. Agents handle bounded interpretation. People control consequential decisions.
03
Prove it before expanding.
Shadow mode, representative evaluations, visible evidence, and operational metrics determine how much autonomy is justified.
Delivery background
Software discipline, applied to operations.
Paweł's background includes more than 25 production software releases. That history is evidence of delivery discipline—not a Silpho service category.
Silpho applies the same release discipline to operational systems: observable state, explicit boundaries, failure handling, permissions, human review, and measurable behavior in production.
- Direct senior access
- Fixed-scope first engagement
- Production decisions included
- No generic software-house backlog