Production Bridge · BFSI & CPG

Turn Stalled AI Pilots
Into Production ROI

In 90 days. Fixed price. Pre-agreed KPIs. We bridge the gap between a working proof-of-concept and measurable business impact — combining AI, Data, and MarTech into one production sprint.

Paid 2-day Diagnostic → 90-day AI · Data · MarTech sprint with pre-agreed KPIs
Book a Discovery Call → See Proof of Work
Delivered Impact
$100M+
Total business impact delivered
90
Day fixed-price sprints
5× CAC reduction at MoneyLion
54% of AI POCs fail at integration — not the model
48% rely on internal teams as their AI incumbent
91% of executives rate pilot-to-production as critical
Pre-agreed KPIs ranked #1 commercial structure by 600 personas
41% cite unclear business case as the stall reason
No vendor owns the "production bridge" — this is the white space
$100M+ delivered · AI · Data · MarTech · P&G · MoneyLion · Yodlee
54% of AI POCs fail at integration — not the model
MarTech stack activation is where most CDPs die in production
48% rely on internal teams as their AI incumbent
91% of executives rate pilot-to-production as critical
Pre-agreed KPIs ranked #1 commercial structure by 600 personas
Personalisation without MarTech activation = data warehouse with no ROI
41% cite unclear business case as the stall reason
No vendor owns the "production bridge" — this is the white space
$100M+ delivered · AI · Data · MarTech · P&G · MoneyLion · Yodlee
54% of AI POCs fail at integration — not the model
MarTech stack activation is where most CDPs die in production
48% rely on internal teams as their AI incumbent
91% of executives rate pilot-to-production as critical
Pre-agreed KPIs ranked #1 commercial structure by 600 personas
Personalisation without MarTech activation = data warehouse with no ROI
41% cite unclear business case as the stall reason
No vendor owns the "production bridge" — this is the white space
$0M+
Business Impact Delivered
0+
Years Experience
0
Day Fixed-Price Sprints
0×
CAC Reduction Achieved
The Problem

Your AI Pilot Worked.
Production Didn't.

Most organisations have a graveyard of AI proof-of-concepts that proved the model works — but never shipped. The problem isn't the technology. It's the gap between POC and production: integration, business case alignment, and execution discipline.

  • 54%
    Say their AI POC died at technical integration, not model quality
  • 41%
    Cite unclear business case or KPIs as the stall reason
  • 48%
    Are using internal teams as a placeholder — slowly, without committed KPIs
Close the Gap in 90 Days →
80%
of AI pilots never
reach production
We are the production bridge
Our Approach

One Sprint.
Three Disciplines.

Most firms separate AI strategy, data engineering, and MarTech activation into different engagements — each delivering a partial result. We wire all three together into a single production sprint.

🤖
AI & Agentic
LLMs, predictive models, and agentic workflows — moved from POC to production with KPI accountability
+
🗄️
Modern Data Stack
Composable CDP, Snowflake/BigQuery, clean data pipelines — the foundation everything else depends on
+
📣
MarTech Activation
Segment, Iterable, Salesforce — personalisation that actually fires in real-time and drives revenue
=
💰
Production ROI
Measurable business impact in 90 days — not a slide deck
⚡

Speed to Production

From diagnostic to live AI + data + MarTech in weeks — not a 12-month implementation cycle that never ships.

💰

Fixed Price. No Surprises.

Pre-agreed KPIs. Fixed-price sprint. Cost, timeline, and measurable outcome agreed before we start.

🛡️

You Own Everything

Your data stays in your cloud. You own the architecture, the IP, and the results. No vendor lock-in.

📈

Built to Scale

Architecture that carries you from Series B to IPO — without renegotiating every contract at each funding round.

How We Work

3-Phase Engagement Model

A structured path from diagnostic to production ROI. Fixed price at every phase.

Phase 01

2-Day Diagnostic Sprint

Rapid assessment to identify your highest-impact AI and data opportunities with an ROI-backed roadmap.

  • Executive workshop & stakeholder alignment
  • ROI-backed strategic roadmap
  • Opportunity sizing ($100K–$1M+ range)
  • Quick-win identification
Start With Diagnostic →
Phase 02

90-Day Productionisation Sprint

Roadmap to measurable production ROI. Fixed price. Pre-agreed KPIs. Weekly reviews. No surprises.

  • Production-ready AI/data deployment
  • Revenue acceleration & personalisation ROI
  • Weekly progress reviews
  • Guaranteed, measurable KPI targets
Launch Sprint →
Phase 03

6–12 Month Managed Service

Ongoing optimisation, scaling, and fractional CDO leadership for compounding growth.

  • Continuous optimisation & scaling
  • Strategic data leadership & advisory
  • Technology roadmap evolution
  • Board meeting support
Explore Managed Service →
🚀
AI Digital Growth Pod©
Our proprietary methodology for moving AI pilots to production. Get the free AI Growth Readiness Scorecard to see where your organisation stands today and the fastest path to production ROI.
Get My Scorecard → Explore the Growth Pod →
Proof of Work

Pilots We Took
All the Way to Production

Real outcomes. Proven, not projected. Across Fintech, financial data infrastructure, and global CPG.

Fintech · B2C · MoneyLion-type

From Generic App to Personalised Financial Experience — 5× CAC Reduction in 12 Months

Built a 50M-user composable CDP from scratch on AWS — 100+ real-time and batch data sources unified into a single customer view. Delivered real-time triggers for onboarding, loan applications, and personalised financial advice at scale. Revenue for the B2B2C product line grew 10× over the same 12-month period.

AWS Native Stack 50M+ User Profiles 100+ Data Sources Segment · Snowflake · Iterable
Discuss a Similar Challenge →
5×
CAC reduction — $85 to $15 in 12 months [PROVEN]
10×
B2B2C product line revenue growth [PROVEN]
2×
Conversion improvement over same period
Financial Data · B2B Enterprise

Identity Resolution at 50M+ Users Across Thousands of Institutions

Resolved user identities across thousands of connected financial institutions — eliminating data quality issues, reducing integration complexity, and improving match rates at enterprise scale.

Identity Resolution 50M+ Users Data Quality at Scale
Discuss Similar Project →
CPG · P&G Scale · Global

Unified Consumer Data Platform Across Brand Lines & Global Regions

Broke down data silos across brand lines and geographies to enable cross-brand insights, cohesive audience targeting, and measurable marketing efficiency gains at P&G scale.

Global CDP Cross-Brand Analytics Multi-Region Deployment
Discuss Similar Project →
"
"The diagnostic identified opportunities we hadn't even considered. Within the 90-day sprint, we had measurable revenue impact — exactly as promised. This is the kind of pragmatic, no-nonsense approach we needed."
Chief Executive OfficerLarge B2B Fintech Company
View All Case Studies →
Our Clients

Growth-Stage Companies &
PE/VC Portfolio Firms

01

BFSI Companies

Banks, lenders, insurance, and wealth management firms modernising their data and AI stack for measurable growth.

02

Growth-Stage Companies

Series B to pre-IPO companies that need to prove AI ROI fast — without pulling their engineering team away from core product.

03

PE/VC Portfolio Firms

Portfolio companies needing fast value creation. We deliver measurable impact within 90 days — pre-agreed KPIs, fixed price.

Amit Kurhekar — Founder, TransformTechX
Available for Engagements
Founder

Amit Kurhekar

Founder, TransformTechX · Data & AI Strategy

23+ years in Data, AI, and MarTech. A decade at Procter & Gamble, then 7 years leading data, digital and growth in B2B Fintech (Envestnet Yodlee) and B2C Fintech (MoneyLion). I've built CDPs on 50M+ user datasets, moved AI pilots to production at scale, and delivered $100M+ in measurable business impact.

TransformTechX is built around one thesis: the pilot-to-production gap is where value is destroyed — and it's entirely solvable with the right strategy, sequencing, and execution partner. Northwestern Kellogg Executive CDO programme alumnus.

Composable CDPGenAI ReadinessModern Data StackBFSICPGKellogg CDO
Procter & Gamble
10+ years · Data & MarTech Leadership
MoneyLion
B2C Fintech · 5× CAC Reduction
Envestnet Yodlee
B2B Fintech · 50M+ User Platform
TransformTechX
Founder · AI & Data Strategy · 2026
LinkedIn Profile → Email Amit
Get Started

Ready to Bridge
Your Production Gap?

Schedule a free strategic assessment. We'll map your current AI/data maturity and the fastest path to measurable production ROI.

  • →
    Overview of your current AI/data stack
  • →
    Which pilots are stalled and why
  • →
    Business KPIs you want to impact
  • →
    Upcoming strategic initiatives
📍Bangalore, India · Serving clients globally
✉️amit@transformtechx.com
🔗linkedin.com/in/amitkurhekar-cdo
📞+91 98166 19433

Book a Discovery Call

30 minutes. No pitch deck. We listen first — then share what we see.

Response within 24 hours.

✓ Received. We'll be in touch within 24 hours.
Case Study Library

Detailed Proof
By Industry & Outcome

Anonymised where required. Every metric tagged [PROVEN], [DIAGNOSTIC], or [TARGET] — never presented as a projection.

📋

Detailed case studies coming soon. Contact us to discuss a relevant engagement.

Insights & Articles

Thinking on Data, AI
& the Production Gap

Practitioner-level writing on what actually works — not vendor marketing.

✍️

Articles and insights coming soon. Follow on LinkedIn for updates.

View All Articles →