Insights

Notes from the practice, written by hand

Essays, working papers, and research dispatches from the studio’s own engagements. No frameworks, no thought-leadership tax — only what we have learned, and would defend on a Tuesday.

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Recent dispatches

Earlier from the studio

How Mid-Market Companies Should Start AI Transformation in 2026
Dispatch

How Mid-Market Companies Should Start AI Transformation in 2026

Mid-market companies entering AI transformation in 2026 need more than isolated AI tools or experimental pilots. The real opportunity lies in identifying high-impact business processes, building a practical AI roadmap, preparing the right data and technology foundation, and scaling successful use cases across teams. This guide explains how mid-market businesses can start AI transformation strategically, manage costs and risks, and turn AI investments into measurable business outcomes.

Vaibhav Singh·09 Sept 2026·4 min read
Digital Transformation for Mid-Market Companies: Where Enterprise Playbooks Break
Dispatch

Digital Transformation for Mid-Market Companies: Where Enterprise Playbooks Break

Digital transformation can be challenging for mid-market companies that lack the resources and scale of large enterprises. This guide explores why traditional enterprise transformation strategies often fall short and how mid-market businesses can create practical technology roadmaps that align with their goals, resources, and growth plans.

Vaibhav Singh·02 Sept 2026·4 min read
Platform Operating Models: Who Owns What When Teams Collide?
Dispatch

Platform Operating Models: Who Owns What When Teams Collide?

Platform operating models define how teams share ownership, make decisions, and stay accountable when product, engineering, architecture, and business priorities overlap. This guide explores how to establish clear ownership boundaries, decision rights, governance, and collaboration models that reduce friction and help enterprise platforms evolve without creating organisational bottlenecks.

Vaibhav Singh·02 Sept 2026·4 min read
Target Architecture Roadmaps: Sequencing a Multi-Year Replatform Without Breaking the Business
Dispatch

Target Architecture Roadmaps: Sequencing a Multi-Year Replatform Without Breaking the Business

A multi-year replatforming initiative requires more than a modern technology stack—it requires a clear sequence that protects business continuity while creating a path for long-term growth. This guide explains how to build a target architecture roadmap, prioritize modernization initiatives, manage dependencies, and phase transformation without disrupting critical operations.

Vaibhav Singh·02 Sept 2026·4 min read
Legacy System Modernization: How to Upgrade Critical Systems Without Breaking the Business
Dispatch

Legacy System Modernization: How to Upgrade Critical Systems Without Breaking the Business

Modernizing a legacy system doesn’t have to disrupt daily operations. This guide explains how businesses can upgrade outdated technology safely, reduce technical debt, improve scalability, and transition to modern architecture while keeping critical business processes running smoothly.

Vaibhav Singh·31 Aug 2026·4 min read
Technical Due Diligence for M&A: The 40-Point Checklist
Dispatch

Technical Due Diligence for M&A: The 40-Point Checklist

Technical due diligence can uncover the technology risks, hidden costs, and scalability challenges that may impact an M&A deal. This 40-point checklist covers the key areas buyers should assess, from architecture and infrastructure to security, technical debt, data, and future technology investments.

Vaibhav Singh·31 Aug 2026·4 min read
CTO-as-a-Service: Coverage, Cost, and When It Beats a Full-Time Hire
Dispatch

CTO-as-a-Service: Coverage, Cost, and When It Beats a Full-Time Hire

CTO-as-a-Service gives businesses access to experienced technology leadership without the cost and long-term commitment of a full-time CTO. This guide covers its key services, costs, benefits, and when an external CTO can be a better fit for your business.

Vaibhav Singh·31 Aug 2026·4 min read
Agentic AI in Manufacturing & Field Ops: Lessons From the Plant Floor
Dispatch

Agentic AI in Manufacturing & Field Ops: Lessons From the Plant Floor

Agentic AI is transforming manufacturing and field operations by helping teams automate complex workflows, respond to real-time conditions, and make faster operational decisions. This blog explores practical lessons from the plant floor, including predictive maintenance, quality control, workforce coordination, supply chain optimization, and the governance needed to deploy AI agents safely at scale.

Vaibhav Singh·26 Aug 2026·4 min read
How to Measure AI Agent ROI: Metrics Beyond "Hours Saved"
Dispatch

How to Measure AI Agent ROI: Metrics Beyond "Hours Saved"

Measuring AI agent ROI requires more than counting the hours saved by automation. This blog explores the metrics enterprises should use to evaluate AI agent performance, including cost savings, productivity gains, accuracy, revenue impact, customer outcomes, scalability, and risk reduction. Learn how to build a practical ROI framework that connects AI agent investments to measurable business value.

Vaibhav Singh·26 Aug 2026·4 min read
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