Foresight Introduction

• Foresight runs on three functions that mirror how the C-suite thinks: Gather (input), Analyze (process), Interpret (output).
• Foresight builds the financial models itself.
• Foresight reasons like a senior finance expert.

Foresight runs on 3 system prompts (6,300 words) and 3 user prompts (2,105 words).
Foresight's design separates system prompts from user prompts: the system prompts are reusable across corporate-finance cases, while the specific focus area for a given case goes in the user prompts. The design also incorporates three concepts:

• Chain of thought: the AI works through structured reasoning questions.
• Traceability: when the AI states a rationale, it labels the related sources from the data room, which preserves audit-trail integrity.
• Self-assessment: the AI identifies any gaps and documents them before handing off to the next function.

To measure quality objectively, deliverables are compared under blind, source-neutral labels (Result A versus Result B) and run through three independent AI evaluators. Each scores both work products on Accuracy, Completeness, and Actionability.