> ## Documentation Index
> Fetch the complete documentation index at: https://docs.orbid.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Orbid AI documentation

> Orbid AI (formerly MedStrato) is a native AI agent for medical-device tender work. Learn sessions, workflows, prompts, and human review.

# Orbid AI documentation

**Orbid AI (formerly MedStrato)** is a **native AI agent for medical-device bid work**. You open a session, give Orbid tenders and product context, and **delegate a job in plain language**. Orbid runs a tool loop—reading the package, matching a product, flagging gaps, filling forms, drafting deliverables—while **you own go/no-go, pricing, sign-off, and buyer submission**.

> **Delegate the work. Own the judgment.**

<CardGroup cols={2}>
  <Card title="Quickstart" icon="rocket" href="/quickstart">
    First session: upload a tender, say what you want, review the result.
  </Card>

  <Card title="How the agent works" icon="diagram-project" href="/guides/how-the-agent-works">
    Sessions, tool loops, phases, and when Orbid waits on you.
  </Card>

  <Card title="Common workflows" icon="route" href="/guides/workflows">
    Match, go/no-go, fill Excel, generate matrices—task by task.
  </Card>

  <Card title="What to say" icon="comments" href="/guides/what-to-say">
    Copy-paste prompt patterns in English and Chinese.
  </Card>

  <Card title="Product site" icon="globe" href="https://orbid.dev">
    Features, pricing pointers, and book a demo.
  </Card>

  <Card title="Trust and judgment" icon="scale-balanced" href="/guides/trust-and-judgment">
    Evidence, residuals, and what you must still review.
  </Card>
</CardGroup>

***

## What you can do

* **Run your first bid session** — [Quickstart](/quickstart)
* **Understand a new tender package** — [Scan a tender](/guides/workflows/scan-a-tender)
* **Compare a product to requirements** — [Match and review gaps](/guides/workflows/match-and-review-gaps)
* **Decide whether to bid** — [Decide go / no-go](/guides/workflows/decide-go-no-go)
* **Fill the buyer’s Excel form** — [Fill Excel](/guides/workflows/fill-excel)
* **Produce compliance / deviation packs** — [Generate deliverables](/guides/workflows/generate-deliverables)

## Working with the agent

* **[Agents (sessions)](/guides/workspace/agents-sessions)** — Where you talk to Orbid and run work
* **[Library](/guides/workspace/library)** — Files the agent can read and attach
* **[Knowledge](/guides/workspace/knowledge)** — Org lessons and notes the agent can query
* **[Memory](/guides/workspace/memory)** — What carries across work (never over tender truth)
* **[Review](/guides/workspace/review)** — Residuals and human QC queues

## For specialists

Deep definitions and tool ids live under [Concepts](/concepts/cellmap), [FAQ](/faq), and [Tools reference](/guides/skills)—useful when you need precision, not for day-one onboarding.

Pricing and marketing metrics: **[orbid.dev](https://orbid.dev)** only ([pricing](https://orbid.dev/pricing), [llms.txt](https://orbid.dev/llms.txt)).

## Formerly MedStrato

Orbid AI was previously known as **MedStrato**. Prefer [orbid.dev](https://orbid.dev) for product links during migration.