Experimental · Live Context

Always-Current Business State for AI Agents

Agents cancel, refund, and promise status against stale order and customer data. Fortem v4 is a Live Context Layer — definitions, freshness, MCP — so they act on the world as it is now. Not a new database. Not BI.

Engines under the hood (RisingWave / ClickHouse / DuckDB) are an implementation detail. The product is the agent contract: definitions · freshness · MCP.

Postgres → Definitions → MCP

Three steps. No “AI-powered” badge required.

01

Connect Postgres

CDC from the system of record. No nightly dump into a vector store pretending to be state.

02

Define context

Declarative Context Definitions: what an agent must know about an order or customer — joins, signals, freshness SLA.

03

Expose MCP / API

Agents call get_*_context and see as_of / lag — not a pile of bespoke SQL tools.

Where Stale Context Hurts

First wedges we are validating with real buyers.

Support agents

Cancel and refund after the warehouse already shipped. Freshness is the difference between trust and a chargeback.

E-com / ops

Inventory and SLA change every few seconds. Snapshot RAG is already wrong.

Fraud & payments

Hold / release / refund on the state that exists now — not last night’s ETL.

Get on the List

No pricing page. No self-serve yet. If live context for agents is your problem, leave a work email — we’ll write when there’s a build worth your time.

This page does not replace the ECS Fargate control plane on fortem.dev. Blog and SEO stay as they are — v4 is a parallel experiment.