qwen3-8b
assumption extraction from the brief · QA sanity gate
valuation engine
projection, DCF, scenarios, 5,000-trial Monte Carlo
llama-8b-2stage
investment-committee memo
pipeline-parallel × 2 AI PCs

finance

Financial model builder

Numbers in, a full valuation out: the agent parses a deal brief into assumptions, a deterministic engine builds the 5-year projection, DCF, base/bull/bear scenarios, and a 5,000-trial Monte Carlo, then the 2-stage chain writes the investment-committee memo behind a QA gate. The model never leaves the premises, and the LLM never does the arithmetic: every figure is computed in code.
pre-warming the mesh (qwen + 2-stage chain)…

The brief