CoreCortex Enterprise

Enterprise capabilities

• Maintained source connectors, refresh schedules, and pipeline operations
• Schema and storage discovery from a representative corpus sample
• Automatic drafting and review workflows for evaluation examples
• Continuous experiments across chunking, mappings, indexes, and retrieval plans
• Promotion gates based on measured quality, latency, cost, and policy
• Operational monitoring, governance, and enterprise controls

The Enterprise research loop

Inspired by the experiment discipline popularized by Karpathy's autoresearch project, the planned loop changes one corpus strategy at a time, builds it, runs fixed evaluations, records the result, and keeps only measurable improvements.

The target is not a universally best database. It is a defensible storage and schema strategy for this corpus, workload, and set of constraints.

Availability

Good design-partner fit

• You operate a consequential corpus whose answers need defensible evidence.
• Your ingestion sources or access rules change often.
• You need to compare multiple storage and retrieval strategies.
• You already have domain experts who can judge useful evidence.