168% growth through systematic revenue leak detection
GIMBER
Cases · two chapters
Regulated AI now — and the growth systems that trained the judgment. Same person. One arc.
GIMBER
VTM GO (DPG Media)
Belgium’s biggest retailer
Jamalon
Macmillan Publishing
SMALS (Belgian government)
DevGap × Nehru Memorial Museum & Library
U.S. Restaurant Intelligence Platform
Stealth AI platform
Blueprint Labs
Challenge → approach → receipts. Same transferable logic across industries.
GIMBER
Underperforming conversion rates and high churn. No systematic approach for identifying and fixing revenue leaks. Flying blind without attribution systems.
CRO-led growth loops with data-driven optimization. Systematic identification of leakage points through cart abandonment recovery, email flow optimization, pricing strategy refinement, and checkout friction elimination.
Full-funnel growth seat: find leaks, fix the system, measure MRR.
VTM GO (DPG Media)
VTM GO wanted to reverse engineer Netflix’s market domination for Belgian streaming. Focus on retention through full-funnel lifecycle optimization. High churn rate at 25%.
Complete Netflix strategy reverse engineering: multi-platform customer journey mapping, sophisticated segmentation on Snapchat/TikTok/Facebook, and retention-focused lifecycle automation across all funnel stages.
Lifecycle system for Belgian streaming — retention as the product.
Belgium’s biggest retailer
Fragmented customer journeys with multiple touchpoints. No integrated communication strategy. High CAC at $120+ with poor retention and engagement.
Full-funnel Customer.io implementation with behavioral triggers, advanced segmentation, and automated lifecycle flows for food discovery and retention.
Omnichannel orchestration principles that travel across industries.
Jamalon
International expansion across 22 diverse markets with different languages, cultures, and customer behaviors. Scaling complexity through traditional methods was unsustainable.
Systematic testing framework adapted to local context while maintaining core methodology. PRIOR → FIRE → WIN cycles replicated the methodology, not tactics — proving frameworks transcend geography.
Framework transcends cultural and linguistic barriers.
Macmillan Publishing
Publishing house wanted to shift from ad-hoc marketing to systematic growth. Decisions based on intuition, no structured approach for experimentation or validation.
Validation Loop methodology with GIF Challenge experiment design. Systematic hypothesis formation, rapid testing, and data-driven decision-making through structured PRIOR → FIRE → WIN cycles.
Structured experimentation became their standard operating procedure.
SMALS (Belgian government)
SMALS had no structured customer success lifecycle for B2C citizen interactions. Lack of systematic approach for citizen journey optimization led to inefficient service delivery.
4-Layer Framework with GROWS methodology: Customer Success Phases, Strategic Goals, Tactical Actions, and Measurable Metrics for each phase of the citizen lifecycle.
If systematic frameworks work in government bureaucracy, they work anywhere.
DevGap × Nehru Memorial Museum & Library
$10M+ government contract for complete digital transformation of India’s premier memorial museum. Complex scope: AI chatbots, AR/VR experiences, LED installations, cultural preservation technology.
Enterprise-level project management with large cross-border teams (DevGap UK + India, Tagbin). AI-powered storytelling with interactive conversations with historical figures. AR reconstructions of Indus Valley Civilization.
Enterprise government delivery with $10M+ budget discipline.
U.S. Restaurant Intelligence Platform
A leading restaurant intelligence company relied on 200+ human operators to extract menu data from thousands of restaurants monthly. Manual scraping created bottlenecks, month-long processing cycles, and ballooning costs.
Designed and deployed a fully autonomous GenAI pipeline powered by three specialized agents: Web Scraper (headless browsing + NLP), PDF Parser (multimodal LLMs), and ML Uploader (schema-aware validation) — with human-in-the-loop operating model for non-technical teams.
Reusable blueprint for enterprise GenAI automation initiatives.
Stealth AI platform
AI coding tools had solved speed-to-prototype but none addressed the “iteration cliff” — NPS drops 20+ points when users modify generated code. That architectural limit caps TAM at $17B vs $85B potential.
Comprehensive competitive intelligence across Lovable, Cursor, Devin, Windsurf, and Bolt. Mapped threat matrix from Microsoft Copilot bundling, Google Opal, and Claude reasoning capabilities. Identified strategic windows.
First-mover framework for capturing the iteration workflow gap.
Blueprint Labs
New venture in herbal supplements needed rapid demand validation before committing to inventory and brand development. Traditional market research would take months.
MicroTest™ Validation Engine with systematic A/B testing, unit economics modeling, and real-time optimization. 14-day sprint to prove product-market fit with minimal capital.
Validated at 3.48× ROAS before any inventory investment.
Universal principles that transcend boundaries — proven across e-commerce, government, SaaS, media and publishing.
Prioritise the biggest leaks, validate quickly, scale only what works.