Context systems & memory
Give agents the information they need to do the job.
Build context storage, vector databases and retrieval around your business sources, with control over what stays current and who can access it.
Agent Context System
A connected context and memory system that agents can retrieve from and update as agreed.
For agents that lose useful context, cannot find internal information or rely on repeated manual briefings.
Bring the sources your agents should use and examples of what they fail to find.
What you receive
- A source inventory and ingestion workflow
- Vector database and retrieval where the workload needs them
- Agent context storage, access rules and update behavior
- Retrieval checks, maintenance instructions and data handover
We agree the deliverables, timeline and project price in writing before work begins.
Business sources
Ingest & update
Retrieve context
Agent uses it
Where it fits.
Context systems
Organize the instructions, business knowledge and task state that should inform an agent’s work. Separate durable knowledge from temporary task context.
Vector databases and retrieval
Create the database, ingestion and search connection for the agreed sources. Test whether the right information is retrieved for representative questions.
Agent context storage
Install persistent storage for selected context and memory. Define updates, deletion, retention and who is allowed to read or write.
Built, connected and checked.
01
Inventory sources and agent information needs.
02
Design storage, retrieval and access rules.
03
Connect ingestion and the agent’s context tools.
04
Test retrieval, updates and access with representative tasks.
The handover has to demonstrate
- Representative questions retrieve relevant source material.
- Source changes can be reflected through the agreed update process.
- Access and deletion behavior match the agreed rules.
What determines the scope
Source formats and volume. Freshness and access requirements. Retrieval quality and memory behavior.
Storage, embedding and model usage costs are separate. Source access and the permitted uses of data must be agreed.
Take the scope with you.
Authorized sources, source owners, representative questions and data retention requirements.
Read the service pitch →Before we begin.
Scope, price, ownership and what happens after launch.
No. We choose structured storage, search, vector retrieval or a combination based on the information and task.
Bring us the task.
We will define the implementation and give you a written proposal.