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.

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

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.

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 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 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

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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