AI coding tools are powerful but stateless. Every new session starts from scratch — your AI doesn't know your stack, your conventions, or the decisions your team has already made. Developers end up repeating the same context over and over, or watching their AI make the same mistakes it made last week.

Veriova gives every AI tool your team uses persistent memory, built-in security, and developer insights. Memory items are structured (decisions, conventions, patterns, lessons), reviewed by your team, and assembled into context packs that slot directly into any AI prompt.

On the security side, every outbound MCP response is scanned for secrets before it reaches the developer. Drift detection surfaces when your stored knowledge diverges from reality. On the insights side, concept encounters are tracked passively across every session, building a picture of where your team is growing and where the gaps are.