Quality engineering · Proven outcome
Risk Radar
4organizations
adopted~40%rework
saved
adopted~40%rework
saved
Identifies delivery risk before it reaches production—helping teams intervene earlier and avoid costly rework.
Visit product ↗ Engineering leadership for the AI era
Turn AI ambition into
shipped outcomes.
I combine enterprise AI strategy with product management and quality engineering—helping teams choose the right problems, build dependable AI products, and scale the systems behind them.
21+years in engineering
$MM+P&L ownership
3AI intellectual-property filings in progress
Hanish SuriEnterprise AI &
transformation leader
transformation leader
01AI ambitionFrame the right opportunity
→
02AdoptionBuild for trust and use
→
03Business valueMeasure the change created
01 / OutcomesStart with the change
Start with the change
you need to create.
01 / STRATEGYFind the right
Turn ambiguity into a roadmap ↗
02 / DELIVERYShip AI people
Move from pilot to production ↗
03 / SCALEScale the
Align teams, platforms, and delivery ↗
When opportunity is everywhere
Find the right
AI bet.
When a demo needs to become a product
Ship AI people
can depend on.
When delivery must grow without chaos
Scale the
engineering system.
02 / OutcomesProducts measured by
Products measured by
the change they create.
Responsible AI · Potential outcome
GovernxONE
Millionsin potential
penalty exposure
penalty exposure
Helps CXOs and auditors assess AI products against governance obligations—reducing compliance gaps and potential penalties that can reach millions of dollars.
Visit product ↗
Enterprise intelligence · Proven outcome
EA Aura
30+entrepreneurs
supported~2×reported revenue
growth
supported~2×reported revenue
growth
Helps small-business owners identify critical business gaps and turn insight into focused action.
Visit product ↗
Career intelligence · Upcoming
Career Fit
AI-powered job matching that identifies capability gaps, recommends targeted learning, and creates a customized CV for each opportunity.
In development
Enterprise transformation · Upcoming
AI Strategy
A guided path from readiness and use-case selection to architecture, governance, adoption, and measurable business value.
In development03 / ExperienceEnterprise experience
Enterprise experience
behind the outcomes.
I’ve spent 21+ years connecting business value, product decisions, and dependable delivery—across enterprise AI, product management, quality engineering, capital markets, and healthcare.
38%engineering productivity improvement through AI-first adoption
50+engineers and specialists in a global capability center
100+mission-critical applications governed through cloud migration
Enterprise AI, product & engineering leadership
Leading enterprise AI strategy, architecture, governance, product management, and quality engineering across India and the United States, with ownership of a multi-million-dollar P&L and technology portfolio.
38% productivity improvement · 29% organizational maturity improvement · zero Sev1 releases
Transformation across regulated industries
Directed engineering and modernization initiatives for Morgan Stanley, Bridgewater Associates, Western Asset Management, CVS Health, and RxCrossroads.
50%+ regression-effort reduction · 100+ critical applications · zero Sev1 incidents
Engineering foundations
Built early expertise in software quality, automation, and delivery across financial, insurance, and enterprise platforms.
Intellectual property1 patent + 2 IP registrationsEA Aura patent in India · GovernxONE & AIQA Risk Radar registrations · In progress
CloudAWS Solutions ArchitectAssociate · 2023
LeadershipPMP · CSPO · CSMProgram and product delivery
EducationB.E. Computer EngineeringPGDBA · Information Technology
04 / ApproachStrategy that stays
Strategy that stays
close to the work.
Frame the outcome
Make the business result, user need, constraints, and decision criteria explicit.
Design the system
Connect product, architecture, data, quality, and operating model from day one.
Build the evidence
Ship in measurable increments. Learn from real use, then scale what works.
Have a consequential problem to solve?