Enterprise AI Strategy & Implementation
Production-grade RAG and predictive analytics tied to industrial P&L. From C-suite cockpits to operator dashboards — engineered for accountability, not demos.
Vishnu Kireet Guttikonda
Founder · Building on Innovative Ideas
Advisory for boards that have to defend the number. Founder building new ventures across heavy industry, cross-border trade, and enterprise AI.
Strategy compounds when industrial reality, capital architecture, and applied intelligence run as one system — not three vendors reconciled in a deck.
Production-grade RAG and predictive analytics tied to industrial P&L. From C-suite cockpits to operator dashboards — engineered for accountability, not demos.
Founding partner of a US import/export venture operating trade lanes between North America, India, and the Indo-Pacific.
Trade · LogisticsProfile architecture and narrative design for top-tier 1-year MBA candidates. Frameworks proven at Yale, Wharton, and INSEAD.
Field-tested case work in the register of an investment memo — the metrics that governed the boardroom decision, not the ones that flattered the deck.
Enterprise AI command center cutting C-suite reporting latency by 70% for a $6B aluminum producer.
ML-driven price forecasting capturing 8% YoY cost reduction on a $300M+ global coal portfolio.
Founding and operating a US-based import/export enterprise — designing multi-modal logistics corridors, customs-compliance frameworks, and real-time shipment visibility across North America, India, and the Indo-Pacific.
Metrics that survived the boardroom — before the room speaks for itself.
Attributed by function only — full references provided on direct inquiry, post-NDA.
Vik translated a tangled enterprise-AI thesis into a board-ready operating plan in under three weeks. The cadence held when the room got difficult.
He sits at an unusual seam — strategy register, industrial operator instinct, and a working knowledge of where the AI stack actually breaks. Rare combination.
What stood out wasn't the deck — it was the questions before the deck. Vik finds the decision underneath the decision.
A live scan of markets, AI headlines, and my build log — refreshed every minute, straight from the source.
Source · Yahoo Finance · 30-day close
Source · HN front-page · AI filter · 7-day window
Source · GitHub · public events
Strategy is what survives the room after the slides are gone.
A slower, more editorial pause between proof points and the institutional journey.
The same frameworks that won national strategy championships and secured admissions into ISB (Dean's List) and Yale School of Management's Master of Advanced Management (MAM) program — codified into a repeatable narrative system for premium candidates.
A decade of formation across two of the world's most selective management programs, paired with operating ground truth from heavy industry and global trade corridors.









At Yale School of Management, I explored how global enterprises balance profit mandates with stakeholder accountability — presenting a capstone on multinational governance to peers from thirty nations, in the same halls where the next generation of institutional leaders is formed.

A working conversation with the Editor-in-Chief of Forbes Media at FreedomFest — on where enterprise AI creates durable operating leverage, and where it merely accelerates old assumptions. The through-line: capital allocation is being rewritten by machines that reason about industrial reality.


Field note“The companies that win the next decade won’t be the ones with the biggest models — they’ll be the ones whose operators trust the output enough to bet capital on it.”
Vik Guttikonda · following the exchange with Steve Forbes
A moment with UFC lightweight contender Renato Moicano — a reminder that the operating principles behind championship performance and enterprise transformation rhyme: preparation, composure, and the willingness to execute when the room gets loud.

Field note“Championship performance and enterprise transformation share the same core: prepare relentlessly, stay composed, and execute when it counts.”
Vik Guttikonda
The professional arc is built in public rooms, quiet corridors, and decisions that compound.

Two artefacts from the ISB chapter — the AMBA-accredited PGP membership, and a national ranking from the cohort year.


A few hours off the deck — chukkers in the afternoon, conversations between them. The best client relationships, like the best ponies, are unhurried and well-bred.



"The work of strategy isn't louder slides. It's the trust you've already built before the meeting."
— VKG, Greenwich, Sunday afternoon
Hey — I'm Aarya. Ask me about Vik's background, the consulting practice, AI Pulse, or anything on this site. I'll keep it punchy.