How viabilAIty Uses AI

The data is empirical. The interpretation is intelligent.

Layer 1: Automated Intelligence (All Tiers)

Multi-source data fusion scoring engine. Companies House, ONS, FSA, and Overture Maps data aggregated into a structured viability score. No generative AI involved.

Layer 2: Generative Intelligence (PRO)

Claude API generates a 500-word personalised feasibility narrative interpreting your score. Every claim cites the underlying data. Cost: approximately £0.01-0.03 per analysis.

Layer 3: Strategic Intelligence (ENTERPRISE)

Scenario modelling, assumption stress-testing, and Steel Man analysis. 3-4 Claude API calls per analysis. Cost: approximately £0.05-0.12 per analysis.

What AI Cannot Do Here

viabilAIty assesses feasibility and survivability, not marketing strategy. AI narrates and interprets data — it does not generate the data itself.