Technology Advisory · AI Strategy · Product Consulting
A senior advisory firm that helps companies build the right technology, the right way. We lead AI strategy, product architecture, market entry, and engineering transformation. From assessment to execution.
Start a conversationWhat we do
We are a technology advisory firm. We help companies make better technology decisions, and then we stay to make sure those decisions are executed well.
Our engagements typically begin with an assessment: your AI readiness, your technology portfolio, your engineering organization, or your market opportunity. We then deliver clear, defensible strategy, and where needed, remain engaged as advisors through execution. Every engagement is led by the same senior team that scoped it. No bait-and-switch. No rotating junior analysts. The operating experience we bring was forged at Carousell, Goldman Sachs, and Bain.
Our services
Over 30 services across AI & technology advisory, capital & fundraising, research, growth, product strategy, and GCC transformation. Every engagement begins with a structured assessment and ends with a defensible deliverable.
Assess, architect, and implement technology that creates competitive advantage.
From narrative to numbers to investor execution.
The data and clarity to make defensible decisions.
Sharpen how you bring your product to market and acquire customers.
The strategic partner for big decisions and operational excellence.
Purpose-built AI agent strategy for Global Capability Centers.
Selected work
Selected engagements where our team led strategy and execution. Client details shared with permission or generalized to respect confidentiality.
Technology portfolio sprawl across 12+ entities with no unified AI strategy, duplicate tooling, and uncontrolled internal recharge costs.
Full technology portfolio evaluation, AI readiness assessment, build-vs-buy analysis with 5-year TCO modelling, and strategic roadmap for engineering consolidation.
Identified 40%+ cost reduction opportunity through tool rationalization. Delivered a phased execution roadmap now in implementation.
Scaling product and engineering teams across two countries while integrating AI/ML into the core platform experience.
Led product and technology teams, built AI/ML integration strategy, redesigned engineering org structure for cross-country operations.
Successfully scaled operations across two markets. AI-powered features drove measurable improvement in buyer-seller matching and platform efficiency.
Building a data-driven investment product for retail investors using quantitative strategies and applied AI in financial services.
Product architecture, quantitative equity strategy design, data science pipeline development, and go-to-market strategy.
Launched a production-grade platform democratizing smart investment decisions for retail investors, powered by ML-driven portfolio optimization.
The team
Our team carries institutional pedigree from IITs, Goldman Sachs, Bain & Company, UC Berkeley, and IIM Calcutta, with decades of combined experience building and scaling technology at the highest level.
A seasoned technology and AI product leader with over a decade of experience building and scaling digital products across Southeast Asia and India. Led product and technology teams at Carousell, the region's largest recommerce marketplace, overseeing operations across Malaysia and Vietnam. His work spans AI/ML integration, platform strategy, and large-scale engineering organization transformation.
Brings the strategic consulting firepower of Bain & Company, where he spent over four years rising from Senior Associate Consultant to Manager on a fast-track promotion. His experience spans complex business strategy, operational transformation, and market entry. National Winner at the RB Global Challenge and Global Top 5 finisher.
A versatile technology leader with deep expertise in AI, travel technology, and SaaS product building. With a foundation from IIT Delhi and experience spanning Dubai, Mumbai, and Montreal, he brings a global perspective to product strategy and technology execution across multiple verticals.
Global reach
From Dubai's ambition for AI-driven growth to Europe's demand for responsible technology to America's race for competitive advantage.
Middle East
Dubai's D33 Strategy aims to double the economy by 2033. The UAE's National AI Strategy 2031 and Abu Dhabi's $3.5B commitment to AI-driven transformation are creating unprecedented demand for technology strategy. We bring the product architecture, AI expertise, and institutional rigor to match this ambition.
Key sectors
Fintech · Travel & Hospitality · Logistics · Smart City & GovTech · Real Estate Technology
London · Berlin · Amsterdam
With the EU AI Act enforcement beginning August 2026 and fines up to 7% of global revenue, European enterprises need AI strategy that treats regulation as architecture, not afterthought. We build technology roadmaps with GDPR, AI Act compliance, and data sovereignty as first-class design constraints.
Key sectors
Enterprise SaaS · Fintech · HealthTech · AI Governance · Digital Transformation
United States & Beyond
In a $74B AI consulting market where 40% of enterprise apps will feature AI agents by year-end, the gap between strategy and production has never been more expensive. We bring the analytical rigor of Goldman Sachs, the strategic frameworks of Bain, and the operating instinct of scaling products to millions of users.
Key sectors
Agentic AI · Marketplace Platforms · Fintech · Enterprise SaaS · Growth-Stage Startups
How we work
Every engagement follows a structured methodology designed to produce decisions, architectures, and roadmaps that survive both the boardroom and the build.
“We commit exclusively to each engagement. No bench consultants, no parallel assignments. Your problem gets our full attention.”
Deep audit of your current technology portfolio, organizational structure, and market position. We interview stakeholders, assess engineering capabilities, and benchmark against best-in-class. The goal is clarity, not a 200-page report.
Build-vs-buy frameworks, AI/ML product strategy, technology roadmaps, and TCO models. Every recommendation is grounded in financial analysis and operational reality. We present options with trade-offs, not opinions dressed as strategy.
A prioritized, sequenced plan with clear ownership, hiring roadmaps, and milestone architecture. Designed for what your organization is equipped to execute, not a theoretical transformation timeline.
Ongoing senior advisory during execution. Architecture reviews, vendor evaluations, leadership alignment sessions, and course corrections. We stay accountable to outcomes, not deliverables.
Principals on every engagement. The senior team that scopes your project is the same team that delivers it. No delegation to junior staff.
Operators, not theorists. Our recommendations are grounded in direct experience building and scaling technology at Carousell, Goldman Sachs, and Bain.
Outcome-aligned, not hour-aligned. We commit exclusively to each engagement and remain accountable to results, not deliverables.
From the blog
After advising AI programs across three continents, we have identified the five patterns that separate programs that deliver from those that do not.
Mar 28, 2026 · 5 min readIndustry TrendsEvery quarter without a coherent AI strategy is not neutral. It is actively destroying competitive position. Here is the math.
Mar 24, 2026 · 5 min readMarket IntelligenceTwo companies with identical technology, budgets, and talent can get radically different AI outcomes. The difference is how the engineering org is structured.
Mar 20, 2026 · 5 min readMarket IntelligenceYour data science team generates insights. Your revenue team needs actions. The gap between them is where value goes to die.
Mar 16, 2026 · 5 min readRegional InsightsThe narrative that Europe is falling behind in AI misses the real story: European enterprises are becoming the world's most sophisticated AI buyers.
Mar 12, 2026 · 5 min readProduct ThinkingMost vendor evaluations take weeks and produce no useful signal. Here is a 60-minute framework that actually tells you what you need to know.
Mar 9, 2026 · 4 min readGet in touch
Describe the challenge you are facing. We will respond directly with an honest assessment of whether we are the right fit, and if so, a proposed approach.