---
title: "How does Sudo Sapient deliver projects?"
description: "In four stages: Discover (1 week), Prototype on real data (2 weeks), Build with integrations, evals, guardrails and telemetry (3–6 weeks), and Ship with pr"
canonical: https://sudosapient.si/answers/how-does-sudo-sapient-deliver-projects
updated: 2026-10-27
publisher: Sudo Sapient (https://sudosapient.com/)
---
# How does Sudo Sapient deliver projects?

**In four stages: Discover (1 week), Prototype on real data (2 weeks), Build with integrations, evals, guardrails and telemetry (3–6 weeks), and Ship with production code, documentation, dashboards and first-month support.**

Discovery maps the workflow and its exceptions, confirms data access, and agrees one metric with a baseline. The prototype is a narrow slice running on real data with a real model and a first eval set. The build adds integrations, guardrails, review paths and telemetry. Shipping includes shadow mode, go-live, a runbook, owner training and support through the first month, with the goal that the client can run the system without the studio.

## Go deeper

- [Sudo Sapient on sudosapient.com](https://sudosapient.com/)
- Terms: [Guardrails](https://sudosapient.si/terms/guardrails)

## More on about sudo sapient

- [What is Sudo Sapient?](https://sudosapient.si/answers/what-is-sudo-sapient)
- [What services does Sudo Sapient offer?](https://sudosapient.si/answers/what-services-does-sudo-sapient-offer)
- [What has Sudo Sapient built?](https://sudosapient.si/answers/what-has-sudo-sapient-built)