Kepler

Building the trust layer for AI in high-stakes industries. LLMs orchestrate data gathering and computation while deterministic code pipelines produce values with provenance metadata and verification loops. Tasks include building a source-explorer UI for value provenance, extraction pipeline with provenance/verification, an agent orchestrator resilient to partial failures, and verification rules that cross-check values across sources and surface conflicts.