6-module pipeline · multi-LLM · NPV/IRR/ROI · semantic web · custom LLM (Samos)
An AI-powered decision-support system that evaluates projects and strategic options through a 6-module pipeline. It combines multi-LLM integration (Gemini, Llama, Claude, ChatGPT), financial modelling (NPV, IRR, ROI), risk assessment, task automation analysis, and a semantic web layer with a custom-trained LLM (Samos). Outputs include structured evaluations and professional reports to support strategic planning.
You receive an evaluation report with financial metrics (NPV/IRR/ROI where applicable), risk assessment, task automation insights, strategic recommendations, and optional semantic-web and LLM-generated analysis. Deliverables and formats are described in the product docs.
The system runs through six modules: problem framing and scope, financial modelling and valuation, risk assessment, task automation analysis, strategic planning synthesis, and professional report generation. Multi-LLM and semantic web / Samos integration are used where configured.
Typically delivered as a one-off evaluation per project or decision. For follow-up (e.g. revised assumptions or new options) you can order a new run. Ongoing or subscription use can be discussed if needed.
Designed for executives, PMs and consultants who need structured, AI-assisted evaluation of projects, initiatives or strategic choices—with financial rigour, appraisal, risk clarity and deep research via semantic web, custom LLM arrays, double-checked by human expertise. It supports decision-making, and is designed as a new perspective and second opinion, not as a stand alone system. Not financial, technical or legal advice.