Operantify AI — Making AI Operant Across the Enterprise

🇸🇬 Singapore · Financial Services

Challenge

A regional bank with $40B AUM struggled to detect sophisticated fraud patterns across 12M daily transactions — legacy rules generating 60% false positives, overwhelming analysts.

AI Solution

Matched the bank with a Silicon Valley fintech AI startup specializing in real-time behavioral fraud graphs. Deployed in 9 weeks alongside strategy layer redefining analyst workflows.

78%reduction in false positives9 wksto production

🇦🇪 Dubai · Private Banking

Challenge

A Gulf-based private bank wanted to offer hyper-personalized wealth advisory to 8,000 HNW clients — but relationship managers spent 70% of time on manual reporting.

AI Solution

Designed an AI strategy roadmap and connected the bank with a generative AI startup for automated portfolio narratives and predictive churn models for at-risk clients.

3.2×more client interactions/week$12Mnew AUM in 6 months

🇧🇷 São Paulo · Insurance

Challenge

A leading Brazilian insurer was losing market share — claims processing averaged 22 days while digital-native competitors promised instant decisions.

AI Solution

Evaluated 12 AI startups, selected two for computer vision claims assessment and NLP document processing. Oversaw full implementation and change management.

22→4days average claims time31%drop in churn

🇮🇳 Mumbai · Healthcare Network

Challenge

A 47-hospital network missing early-stage sepsis diagnoses due to fragmented EHR systems and overloaded clinical staff — a leading cause of preventable ICU mortality.

AI Solution

Built an AI clinical intelligence roadmap and matched the network with a healthcare AI startup providing real-time sepsis prediction integrated with existing EHR infrastructure.

40%improvement in early detection18%ICU mortality reduction

🇳🇬 Lagos · Pharma Distribution

Challenge

A pharmaceutical distributor serving West Africa facing $8M annually in expired drug waste due to poor demand forecasting across 600 distribution points in 6 countries.

AI Solution

Designed an AI demand sensing strategy and connected with a supply chain startup specializing in low-connectivity environments. Oversaw deployment and local team training.

$6.1Mannual waste reduction94%forecast accuracy

🇦🇺 Sydney · Health Insurance

Challenge

Australia's third-largest health insurer needed to reduce prior authorization processing from days to minutes to compete with new US digital entrants entering the market.

AI Solution

Rapid startup matchmaking identified a clinical decision support AI from a UCSF spinout. Managed full execution including APRA compliance integration.

4d→11minprior auth timeNPS +28member satisfaction

🇩🇪 Munich · Industrial Manufacturing

Challenge

A Tier-1 automotive parts manufacturer experiencing unplanned downtime costing €14M per year across a 2,200-machine factory floor with limited sensor data.

AI Solution

Developed an AI infrastructure roadmap and sourced an industrial IoT predictive maintenance startup. Managed full deployment and workforce upskilling across 3 shifts.

€11Mannual downtime savings67%fewer stoppages

🇲🇽 Monterrey · Consumer Goods

Challenge

A Mexican FMCG manufacturer losing 18% of product to waste from overproduction — caused by inaccurate demand signals from a fragmented distributor network of 40,000 outlets.

AI Solution

Built an AI demand intelligence strategy and matched the company with a demand sensing startup that integrated with their existing SAP environment in under 10 weeks.

18%→6%product waste rate$9Mmargin improvement

🇯🇵 Osaka · Electronics

Challenge

A precision electronics manufacturer missing 3.2% of defects reaching end customers — human visual inspection insufficient for high-speed assembly line requirements.

AI Solution

Identified a computer vision AI startup with semiconductor-grade inspection models. Ran a rapid POC on 2 lines then oversaw factory-wide rollout across 14 lines in 4 months.

0.08%defect escape rate (from 3.2%)¥2.4Bwarranty cost avoided

🇬🇧 London · Fashion Retail

Challenge

A UK fashion retailer with 380 stores struggling with £60M in unsold seasonal inventory annually — buying decisions still driven by historical intuition.

AI Solution

Designed an AI merchandising strategy and matched the retailer with a trend forecasting startup using social signals, search data, and returns to inform buying 16 weeks ahead.

£23Minventory reduction, season 1+11%gross margin

🇰🇷 Seoul · E-Commerce

Challenge

A South Korean e-commerce platform with 14M active users losing conversion to competitors — in-house recommendation model plateaued at 1.8% CTR.

AI Solution

Evaluated 8 personalization AI startups, ran a 6-week live A/B test with top two, deployed winning model with full product integration and team capability transfer.

4.7%CTR (from 1.8%)+$31Mannual revenue uplift

🇿🇦 Johannesburg · Grocery

Challenge

Southern Africa's largest grocery chain seeing 8% shrinkage from theft and operational loss across 620 stores — a $180M annual problem with no scalable detection solution.

AI Solution

Built an AI loss prevention roadmap and sourced a computer vision startup with proven retail deployment. Piloted in 40 stores before chain-wide rollout with ongoing oversight.

$67Mshrinkage reduction, year one620stores deployed

🇨🇭 Zurich · Family Office

Challenge

A multi-family office managing €3.2B in assets wanting to identify direct investments in AI startups — lacking internal expertise to assess technical moats and market positioning.

AI Solution

Provided ongoing AI startup due diligence as a service — leveraging Silicon Valley relationships to give the family office proprietary deal flow unavailable through traditional advisors.

14AI startups evaluated3investments closed

🇸🇦 Riyadh · Family Conglomerate

Challenge

A Saudi family-owned conglomerate operating across real estate, hospitality, and logistics wanting to create AI competitive advantage across all three business units simultaneously.

AI Solution

Delivered a cross-portfolio AI opportunity mapping exercise, prioritized 11 use cases by ROI and feasibility, and began execution oversight on top 3 with vetted AI startup partners.

11opportunities identified3initiatives in execution

🇸🇬 Singapore · Single Family Office

Challenge

A Singapore-based family office running a private logistics business wanting to modernize operations without disrupting a team of 1,200 people resistant to technology change.

AI Solution

Designed a human-centered AI adoption strategy, selected low-disruption automation tools, and ran a 90-day change management program alongside deployment to ensure team buy-in.

89%team adoption, 90 days22%operational cost reduction

🇳🇴 Oslo · Renewable Energy

Challenge

A Norwegian offshore wind operator managing 1.4GW of capacity losing revenue from inaccurate production forecasting — energy imbalance penalties costing NOK 120M annually.

AI Solution

Sourced a climate-AI startup specializing in hyperlocal weather and grid modeling, built an integration strategy connecting their forecasting layer to grid trading systems.

NOK 94Mpenalties avoided91%forecast accuracy

🇦🇪 Abu Dhabi · Oil & Gas

Challenge

A national energy company's downstream division needing to optimize refinery throughput — traditional optimization methods had plateaued with no clear path forward.

AI Solution

Designed a process optimization AI roadmap and matched with a Stanford-spinout startup specializing in industrial process optimization using reinforcement learning.

6.4%throughput increase$38Menergy cost reduction

🇦🇺 Perth · Mining

Challenge

A Western Australian mining company spending $220M annually on equipment maintenance — reactive repairs causing safety incidents and production losses across 4 remote operations.

AI Solution

Built an AI-driven predictive maintenance strategy using autonomous haul truck telemetry. Matched with a mining-specialized AI startup for deployment across all 4 sites.

$44Mmaintenance cost reductionZeroequipment safety incidents

Making AI Operant
Across the Enterprise

Built for Enterprise AI Transformation

Strategy + Execution in One Model

No Vendor Lock-In

Founder-Led Execution

Is Your Organization Ready to Operationalize AI?

End-to-End AI Enablement

AI Strategy & Roadmap Design

Startup Matchmaking & Vendor Selection

Execution Oversight

AI Transformation — From Every Corner of the World

A Different Kind of Consulting Firm

Specialized Focus

Faster Execution, Lower Cost

Silicon Valley Ecosystem Access

Build Capabilities, Not Dependency

Perspectives on Enterprise AI

The AI Readiness Gap: Why Most Enterprise AI Initiatives Stall

Startup-Powered AI: Why Agile Enterprises Are Bypassing the Big Vendors

Building an AI-First Enterprise: A Practical Playbook for Sustainable Transformation

Experienced Operators & Strategists

Ahmadreza Masrour

Yahya Tabesh

Tanya Roosta

Sina Tabesh

Associate Network

Our Edge

Ready to Operationalize AI?

Contact Details

Making AI OperantAcross the Enterprise

Built for Enterprise AI Transformation

Strategy + Execution in One Model

No Vendor Lock-In

Founder-Led Execution

Is Your Organization Ready to Operationalize AI?

End-to-End AI Enablement

AI Strategy & Roadmap Design

Startup Matchmaking & Vendor Selection

Execution Oversight

AI Transformation — From Every Corner of the World

A Different Kind of Consulting Firm

Specialized Focus

Faster Execution, Lower Cost

Silicon Valley Ecosystem Access

Build Capabilities, Not Dependency

Perspectives on Enterprise AI

The AI Readiness Gap: Why Most Enterprise AI Initiatives Stall

Startup-Powered AI: Why Agile Enterprises Are Bypassing the Big Vendors

Building an AI-First Enterprise: A Practical Playbook for Sustainable Transformation

Experienced Operators & Strategists

Ahmadreza Masrour

Yahya Tabesh

Tanya Roosta

Sina Tabesh

Associate Network

Our Edge

Ready to Operationalize AI?

Contact Details

Making AI Operant
Across the Enterprise