IdeaPhase

SWP isn't a wrapper around a model — it's a neurosymbolic protocol that gives any LLM deterministic cognitive scaffolding before it ever generates a token.

• Seven-Phase Classification — every document is anchored to a lifecycle phase (1.1 → 7.3), so the model reasons over structure, not vibes.
• Deterministic normalization — the same input always produces the same tags and the same SHA-256 hash, across vendors and runs.
• Cryptographic proof chain — each tagged document is hash-linked to the previous one, creating a tamper-evident timeline you can verify publicly.
• Measured gains — +10% determinism, +25% format adherence, −15% latency on SWP-tagged prompts.

Frontier models, prompt libraries, LLM gateways, and observability tools all solve part of the problem. SWP is the layer underneath them — the protocol that makes their output structured, portable, and provable.

Use IdeaPhase when you need agent-to-agent or human-to-agent communication that is auditable, vendor-neutral, and legally defensible — with domain frameworks for Legal, Healthcare, Robotics, Finance, Education, and AI-Agent Workflows.

Every tagged document generates a SHA256 cryptographic proof with a UTC timestamp. This creates verifiable evidence that a document existed at a specific time, which can serve as supporting documentation and a record for dispute resolution. Download proof receipts for your records.