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6 posts tagged with "Product Strategy"

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Mapping Agentic AI to Product Strategy - Part 6 - Autonomous Post-Launch Optimization - Designing Perpetual Value Loops

· 28 min read
Sanjoy Kumar Malik
Solution/Software Architect & Tech Evangelist
Mapping Agentic AI to Product Strategy - Part 6
This is the sixth article in the comprehensive series on the Mapping Agentic AI to Product Strategy. You can have a look at the previous installation at the below link:

Mapping Agentic AI to Product Strategy - Part 5 - Dynamic Roadmapping and Predictive Prioritization

· 24 min read
Sanjoy Kumar Malik
Solution/Software Architect & Tech Evangelist
Mapping Agentic AI to Product Strategy - Part 5
This is the fifth article in the comprehensive series on the Mapping Agentic AI to Product Strategy. You can have a look at the previous installation at the below link:

1. The Roadmap Illusion

Roadmaps create comfort.

They create slides.
They create timelines.
They create promises.

They signal control.

But comfort is not strategy.
Timelines are not certainty.
Promises are not probability.

In slower eras, roadmaps worked.

Mapping Agentic AI to Product Strategy - Part 4 - AI-Augmented Product Discovery - From Insight to Autonomous Opportunity Detection

· 22 min read
Sanjoy Kumar Malik
Solution/Software Architect & Tech Evangelist
Mapping Agentic AI to Product Strategy - Part 4
This is the fourth article in the comprehensive series on the Mapping Agentic AI to Product Strategy. You can have a look at the previous installation at the below link:

1. Why Traditional Discovery Models Break

Product discovery was once an event.

A workshop.
A sprint.
A research phase before roadmap commitment.

Teams interviewed users.
Collected survey responses.
Mapped pain points.
Defined personas.

Then they moved to delivery.

Discovery ended.
Execution began.

Mapping Agentic AI to Product Strategy - Part 3 - The Architecture of Agentic Products

· 22 min read
Sanjoy Kumar Malik
Solution/Software Architect & Tech Evangelist
Mapping Agentic AI to Product Strategy - Part 3
This is the third article in the comprehensive series on the Mapping Agentic AI to Product Strategy. You can have a look at the previous installation at the below link:

1. Why Architecture Determines Strategy Execution

Strategy without architecture is aspiration.

Architecture without strategy is noise.

In an agentic world, the two cannot be separated.

A goal is only meaningful if the system can act on it.
An outcome is only achievable if the structure supports adaptation.

Many organizations misunderstand this point.

They integrate a large language model.
They expose a chat interface.
They declare themselves AI-powered.

But autonomy does not emerge from a single model.
It emerges from layered design.

Mapping Agentic AI to Product Strategy - Part 2 - Redefining Product Strategy in the Age of Agency

· 17 min read
Sanjoy Kumar Malik
Solution/Software Architect & Tech Evangelist
Mapping Agentic AI to Product Strategy - Part 2
This is the second article in the comprehensive series on the Mapping Agentic AI to Product Strategy. You can have a look at the previous installation at the below link:

1. Why Traditional Strategy Models Break Under Autonomy

Every era of product management had a dominant model.

Waterfall emphasized control.
Agile emphasized iteration.
Lean emphasized learning.

Each model solved the constraints of its time.

Today the constraint has changed.

The constraint is no longer speed of delivery. It is speed of adaptation.

Mapping Agentic AI to Product Strategy - Part 1 - The Strategic Inflection Point - From Tools to Autonomous Systems

· 14 min read
Sanjoy Kumar Malik
Solution/Software Architect & Tech Evangelist
Mapping Agentic AI to Product Strategy - Part 1
This is the first article in the comprehensive series on the Mapping Agentic AI to Product Strategy.

The Moment Strategy Broke

Every decade has a breaking point.

A moment when old playbooks stop working.

Product management is at that moment now.

For years, strategy followed a rhythm.
Quarterly planning.
Backlog grooming.
Roadmap alignment.
Feature releases.
Post-launch reviews.