ARISSAI runs every assumption, risk, and issue through a panel of AI lenses powered by Claude Sonnet 4.5 and GPT-5.2 — so PMs decide with confidence, not intuition.

Each lens is an independent AI workflow. Together, they form a closed loop: assumptions feed risks, risks surface issues, issues spawn solutions, and insights summarise the whole.
Validate every team assumption with NLP scoring and counter-factual reasoning.
Forecast risks across an impact × likelihood heatmap with severity predictions.
Flag early issues. AI surfaces root causes and contributing factors in seconds.
Generate three distinct mitigation paths with effort, impact, and step plans.
Executive synthesis: a project health score, alerts, and prioritised actions.
Connects to CSV, Excel, PDF, Azure DevOps and MS Project — we do the rest.
Upload a CSV, Excel or PDF — or connect Azure DevOps / MS Project. ARISSAI ingests assumptions, risks, and issues automatically.
Each item is scored by the relevant lens. Risk heatmaps populate. Issues get root-cause analysis.
Solution Lens proposes three paths. Insights Lens delivers the exec brief. You decide, fast.