Hasith Reddy

AI Product Manager focused on decision intelligence, risk-aware systems, and real-world impact.

Hasith Reddy

AI Product Manager focused on decision intelligence, risk-aware systems, and real-world impact.

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AI PRODUCT
CASE STUDIES

AI PRODUCT
CASE STUDIES

AI PRODUCT
CASE STUDIES

Applied AI work focused on decision quality, human–AI boundaries, and building systems that operate under real-world constraints. These case studies document product judgement, trade-offs, and outcomes, not demos or experiments.

Applied AI work focused on decision quality, human–AI boundaries, and building systems that operate under real-world constraints. These case studies document product judgement, trade-offs, and outcomes, not demos or experiments.

AI Chief of Staff for Founder-Led Teams

Decision continuity for fast-moving organisations

A product designed to prevent decision decay in small, high-velocity teams by turning implicit agreements into durable, traceable artefacts. Focused on preserving intent, ownership, and follow-through without adding process drag or automating judgement.

6–8 min

AI Chief of Staff for Founder-Led Teams

Decision continuity for fast-moving organisations

A product designed to prevent decision decay in small, high-velocity teams by turning implicit agreements into durable, traceable artefacts. Focused on preserving intent, ownership, and follow-through without adding process drag or automating judgement.

6–8 min

AI Operations Copilot

Incident reasoning for high-pressure operational teams

An AI decision-support layer for on-call and operational environments, designed to reduce alert overload, preserve context, and make senior judgement explainable and reusable. Explicitly human-in-the-loop, with conservative learning boundaries to protect trust.

8–10 min

AI Operations Copilot

Incident reasoning for high-pressure operational teams

An AI decision-support layer for on-call and operational environments, designed to reduce alert overload, preserve context, and make senior judgement explainable and reusable. Explicitly human-in-the-loop, with conservative learning boundaries to protect trust.

8–10 min

AI Risk & Decision Intelligence System

Early risk detection for high-stakes commercial decisions

An AI system built to surface revenue and deal risk earlier in a £50–100m ARR B2B SaaS context. Combined probabilistic modelling with governance, explainability, and explicit confidence bounds to support accountable executive decision-making.

10 - 12 min

AI Risk & Decision Intelligence System

Early risk detection for high-stakes commercial decisions

An AI system built to surface revenue and deal risk earlier in a £50–100m ARR B2B SaaS context. Combined probabilistic modelling with governance, explainability, and explicit confidence bounds to support accountable executive decision-making.

10 - 12 min

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MY CV

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MY CV

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