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

# Pro Features

> What Pro, Teams and Enterprise add on top of the learning loop, and where each capability lives.

Every account runs the fast loop: agents are briefed, work, commit outcomes, and confidence moves. The paid tiers add the machinery that makes the loop improve *itself* — grading, repair, safe change, training — and the controls a team needs to run it at scale.

This page is the map. Each row says what the capability does for the loop and where to find it.

## Making the loop recursive

| Capability | What it adds | Where |
| :- | :- | :- |
| [Behavior](/amfs/guides/behavior) | Judges grade runs, incidents open on recurring failures, and fixes to the learning are proposed, replayed against the failing traces, shipped and rolled back. Pro proposes fixes; Teams and Enterprise can ship them automatically after replay or a canary. | Agent page → **Behavior** |
| [Learning Branching](/amfs/pro/branching) | Branches, pull requests, tags and rollback over what agents learn, so a change can be isolated, reviewed and undone. | Agent page → **Git Repository** |
| [Learning Consolidation](/amfs/pro/consolidation) | Demotes superseded and stale learning automatically and proposes merges of convergent knowledge for review. | Git Repository → **Branches → Consolidation** |
| [Managed Models](/amfs/guides/managed-models) | A private model fine-tuned on the decisions that worked, scored against your own history, served behind one model string. Pro: one live model; Teams: three. | **Models** |
| [ML Layer](/amfs/pro/ml-layer) | Learned ranking, per-account calibration of how much outcomes count, and training-data export. | **Pro Tools** |

## Seeing what the loop knows

| Capability | What it adds | Where |
| :- | :- | :- |
| [Immutable Decision Traces](/amfs/pro/immutable-traces) | Every run sealed, signed and chained, with LLM calls, cost and OpenTelemetry export. | **Traces**, and **Runs** on the agent page |
| [Knowledge Graph and Expertise](/amfs/pro/knowledge-graph) | Paths and queries across the whole graph, and which agent knows what. | **Knowledge Graph**, **Expertise Map** |
| [Pattern Detection](/amfs/pro/pattern-detection) | Conflicts, stale knowledge, single points of knowledge and recurring failures across your agents. | **Patterns** |
| [Intelligence Layer](/amfs/pro/intelligence) | Entity extraction, the memory critic, the distiller, pre-write validation and multi-strategy retrieval. | **Pro Tools**, **Entity Extraction** |
| Learnings Health and Learning Tiers | The confidence, composition and integrity of everything learned, and which of it is hot, warm or archived. | **Learnings Health**, **Learning Tiers** |

## Running it as a team

| Capability | What it adds | Where |
| :- | :- | :- |
| [Accounts and Access](/amfs/pro/multi-tenant) | Account isolation, roles, teams, scoped API keys, rate limits and the audit log. | **Settings** |
| [Learning Security](/amfs/pro/security) | Secrets, personal data, poisoning and contamination found in what agents learned, with quarantine and revert. | **Security** |
| [Rooms](/amfs/concepts/rooms) | Shared workspaces where several people's agents learn from the same entries, with discussions, negotiations and documents. | **Rooms** |
| Room Hub | Publish a room for other accounts to subscribe to, or subscribe to one — read-only, always current, connected to your agents' MCP tools. | **My Listings**, **My Subscriptions** |
| [Billing & Metering](/amfs/pro/billing) | What counts as an operation, what each plan includes, and what happens at the limit. | **Settings → Usage** |

<Note>
  Behavior, the Git Repository section, Managed Models and the Pro dashboard
  pages need a Pro, Teams or Enterprise plan. Security is gated by role rather
  than plan. [Editions](/amfs/editions) has the full comparison.
</Note>

## Getting data in

* **Migrate** imports what your agents already know from mem0, Zep or a Hugging Face dataset. Nothing is written until you have reviewed the mapping. Open **Migrate** from the dashboard.
* **Connectors** and **Integrations** bring external events — GitHub, Slack, Linear and others — into the record. See [Connectors](/amfs/guides/connectors) and [Integrations](/amfs/guides/integrations).
* **Instrumentation** gets every run from an agent you operate into the record with steps, LLM calls and cost. See [Instrument your agent](/amfs/guides/instrument-your-agent).


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