Independent technology advisor · India & worldwide
Before making an expensive technology decision, make sure it is the right one.
I help founders, technology leaders and organisations evaluate AI initiatives, architecture, engineering execution and software investments before uncertainty becomes expensive.
Independent advice from someone who has built, scaled, operated, and been accountable for production systems.
Ravi Kumar SinghTechnology advisor · Engineering leader · Speaker
Talk to Ravi when
The decision matters more than the technology.
The most useful time to bring in an independent advisor is before a proposal, platform, vendor, rewrite, or AI initiative becomes difficult to reverse.
Explore consulting↗A major software investment is being evaluated
Compare the technical path, vendor incentives, long-term cost, and the risks hidden inside the proposal.
An AI pilot needs to become a real operating system
Separate the impressive demo from the data, governance, reliability, and workflow changes production will require.
A critical product is delayed or losing direction
Find whether the real constraint is architecture, ownership, capability, scope, or decision-making.
The architecture may not support the next stage
Understand what will fail, what actually needs to change, and what can safely remain as it is.
Build, buy, or vendor selection carries real risk
Evaluate capability, lock-in, maintainability, delivery credibility, and total operating cost.
Leadership needs an independent technical opinion
Create a decision leadership can defend without relying only on a vendor or the team that designed the current system.
The advisory framework
Diagnose. Decide. De-risk. Deliver.
Good advice is not a slide deck handed over at the end. It is a disciplined path from ambiguity to a decision that works in the real organisation.
1
Diagnose
See the real system
Code, data, infrastructure, people, incentives, and constraints.
2
Decide
Make trade-offs explicit
Compare viable paths and commit to a defensible recommendation.
3
De-risk
Find failure early
Expose technical, operational, delivery, and organisational risk.
4
Deliver
Stay through reality
Support the team until the decision survives implementation.
Why an independent advisor
“The useful question is not what technology can do. It is what this organisation should do next.”
Ravi Kumar Singh
An agency is built to deliver a scope. A vendor is built to sell its solution. My role is different: understand the decision, challenge assumptions, expose trade-offs, and recommend the path that serves the organisation.
Consulting
Independent assessments, architecture reviews, AI readiness, due diligence, and fractional CTO support.
Explore consulting↗Speaking
Practical technology talks for conferences, leadership teams, companies, and universities.
Speaking topics↗Workshops
Hands-on learning for AI adoption, technology decisions, leadership, and maintainable systems.
View workshops↗Selected engagements
Decisions made under real constraints.
01
Education · Platform scale
From a growing learning product to infrastructure supporting 100,000+ users.
The work connected architecture, infrastructure, release practices, monitoring, and team ownership into one operating model.
Read the full case↗Outcome10k+
concurrent learners supported with a clearer, more resilient operating model.
02
AI · Operational leverage
Turning repetitive operational work into controlled AI-assisted workflows.
Deterministic process steps stayed explicit. AI was introduced only where language and interpretation created real leverage.
Read the full case↗Estimated impact1,000
team-hours redirected each week from repetitive work to higher-value decisions.
Speaking & executive sessions
Practical technology talks built from production experience.
No trend summaries. No theoretical presentations. Every session gives the audience frameworks they can apply to decisions they already face.
AI Coding Agents in Production
Responsible AI Adoption
Technology Leadership Under Uncertainty
Ideas from the work
Practical thinking for people responsible for technology.
Featured · Engineering
Good enough software in the age of AI coding agents
How to use the speed of coding agents without giving up structure, maintainability, or engineering judgment.
Read on LogCtl ↗A consequential decision is approaching.