Solution areas

Context Assembly & Prompt Composition

Formatting retrieved, resolved data into a form an LLM can actually use — structured blocks, reusable snippets, task-specific bundles — and letting the requesting user see and adjust what's about to be injected before it is. Includes the pre-automation Level-1 pattern (assemble for manual copy-paste) as a legitimate, lower-maturity point on the same capability, not a separate one.