Source-backed memory
What is source-backed memory?
Source-backed memory is a durable record where every fact keeps the evidence, date, and context that support it. For company data, that means people, roles, relationships, products, customers, and events can change without losing the source trail.
A typed fact, not a paragraph: role, employer, funding round, customer, board seat, launch, or acquisition.
The source stays attached, including where the claim came from and when Oomira learned it.
The fact can be current, historical, exact, or an honest range when the source is imprecise.
Why normal memory fails on company data
Company data is not static. A contact can leave, a startup can pivot, a customer can churn, an investor can join the board, and an old page can remain online long after the claim stopped being true. If memory is only stored as files or chat history, old claims stay searchable even when they are no longer safe to use.
What an agent can ask
The point is not to make agents sound confident. The point is to give them a reviewable record they can query without guessing from stale source text.
- Who is Sarah Okafor's current employer, and which source says so?
- What did Acme Robotics look like before the 2023 acquisition?
- Which CRM contacts are attached to companies that were acquired or renamed?
- Which facts are exact, and which are only supported as date ranges?
Where Oomira fits
Oomira is the memory layer for company data that changes over time. It reads trusted sources, proposes dated facts, keeps them in review, and gives teams, products, and agents a source-backed world to query.