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19 changes: 7 additions & 12 deletions README.md
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Enterprises run agents across sales, support, marketing, and ops, but each agent is an island: the context they need lives in CRMs, ticketing systems, docs, and wikis. Verity mirrors those systems of record into a bi-temporal memory store via CDC/webhooks, inherits source ACLs into a Zanzibar-style permission graph, compiles caller scope into every retrieval as a mandatory pre-filter, and serves scoped hybrid recall, exposed MCP-first to any agent framework.

**Status: v0.1.** The load-bearing claim is measured: **0 cross-entity leaks across 1,220
adversarial probes** and **0 stale reads** after CDC supersession (`verity-bench srb`; results
in [docs/benchmark/](docs/benchmark/)). The scope plane is fuzzed in CI, identity resolves
through SpiceDB, and the ingestion funnel is live (CLI, MCP, minted webhooks, file drop,
Debezium CDC, and connectors for Google Drive, Gmail, SharePoint/OneDrive, Slack, Zoom,
HubSpot, Salesforce, Notion, and Intercom, plus Google Workspace and Microsoft Entra
directory sync). See [docs/CONNECTORS.md](docs/CONNECTORS.md) for setup per source. Latency is
honest, not flat: point reads and BM25 stay fast at scale, while dense/hybrid recall rises
with corpus size, ACL selectivity, and cache state; the full measured curves with stated
conditions are in [docs/BENCHMARKS.md](docs/BENCHMARKS.md). What Verity does **not** do yet is
in [HONESTY.md](HONESTY.md). See [SPEC.md](SPEC.md), the build contract, and
[docs/research/](docs/research/) for the research that produced it.
**Status: v0.1.** Where things actually stand:

- **The load-bearing claim is measured:** **0 cross-entity leaks across 1,220 adversarial probes** and **0 stale reads** after CDC supersession (`verity-bench srb`; results in [docs/benchmark/](docs/benchmark/)).
- **Enforcement is real:** the scope plane is fuzzed in CI and identity resolves through SpiceDB.
- **Ingestion is live:** CLI, MCP, minted webhooks, file drop, Debezium CDC, and connectors for Google Drive, Gmail, SharePoint/OneDrive, Slack, Zoom, HubSpot, Salesforce, Notion, and Intercom, plus Google Workspace and Microsoft Entra directory sync ([docs/CONNECTORS.md](docs/CONNECTORS.md) for setup per source).
- **Latency is honest, not flat:** point reads and BM25 stay fast at scale, while dense/hybrid recall rises with corpus size, ACL selectivity, and cache state (full measured curves with stated conditions in [docs/BENCHMARKS.md](docs/BENCHMARKS.md)).
- **The gaps are written down:** what Verity does **not** do yet is in [HONESTY.md](HONESTY.md); the build contract is [SPEC.md](SPEC.md); the research behind it is in [docs/research/](docs/research/).

## The three claims

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