AI-First Operating Partner

Turn AI Strategy Into
Operating Results

We help build and scale technology businesses using clear execution systems, measurable outcomes, and long-term ownership discipline.

Built for founder-partners, senior operators, and long-horizon capital.

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Faster Execution
Clear Priorities
Long-Term Value Creation
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Faster execution • Clear priorities • Long-term value creation

Execution System

How We Execute

We align product, GTM, operations, and AI into one operating rhythm with shared playbooks, metrics, and governance from day one.

Technology & Product

Product & Technology Platform

We build core software, data, and AI systems in-house and deploy them with operating discipline.

Outcome: Faster product cycles and reusable technical leverage across companies.
  • Core Engineering Systems
  • Applied AI & Data Capabilities
  • Scalable Cloud Architecture
Company Building

Company Formation & Capital Deployment

We originate ideas, structure entities, and launch focused businesses with clear decision metrics.

Outcome: Focused company formation with aligned incentives and committed capital.
  • Proprietary Opportunity Origination
  • Flexible Capital Structuring
  • Operational Launch Execution
Strategy & Operations

Governance, Strategy & Operations

We set direction, enforce operating cadence, and track unit economics against target outcomes.

Outcome: Durable growth, tighter accountability, and better capital allocation.
  • Group Strategic Architecting
  • Financial Planning & Analysis
  • Executive Talent Development
Shared playbooks. Faster execution. Measurable outcomes.
Execution Domains

Our Businesses

We build in markets where operational complexity and data density create outsized AI advantage.

ThirdRetail
Status: Operating Company  |  Role: Founder & Principal Owner

Governed centrally. Operated independently.

AI-Driven Shelf Intelligence

ThirdRetail uses computer vision to digitize shelf conditions in real time, helping brands and retailers improve compliance, placement, and revenue per square foot.

Computer Vision Shelf Analytics Revenue Optimization
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ThirdRetail Dashboard Interface
ASN Junagal
Status: Community Network  |  Role: Founder & Principal Owner

Governed centrally. Operated independently.

Student Empowerment Network

ASN Junagal connects students with resources, mentorship, and opportunities to improve outcomes at academic and career milestones.

Community Education Empowerment
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ASN Junagal Dashboard Interface
Operator Playbooks

Latest Insights

Practical breakdowns on AI execution, venture strategy, and company building.

When Not to Use Agents: Decision Criteria for Operators cover image
Feb 16, 2026 • AI Agents & Automation Systems

When Not to Use Agents: Decision Criteria for Operators

AI agents can drive leverage, but they are not always the right tool. Use this operator-focused framework to decide when to automate with agents and when simpler systems...

Read Playbook
Architecting the Autonomous Enterprise: AI Agent Frameworks for Next-Gen Operations cover image
Feb 14, 2026 • AI Agents & Automation Systems

Architecting the Autonomous Enterprise: AI Agent Frameworks for Next-Gen Operations

Explore the transformative potential of AI agent architectures for enterprise operations. Learn about different architectural patterns, key considerations, and real-world...

Read Playbook
Unlocking Enterprise Value: Generative AI's Transformative Potential cover image
Feb 13, 2026 • AI & Automation

Unlocking Enterprise Value: Generative AI's Transformative Potential

Generative AI is moving beyond hype, offering tangible benefits for enterprises. Learn about key applications, challenges, and strategies for successful integration.

Read Playbook
View All Insights
Decision Discipline

Governance Principles

We make decisions through long-term economics, execution quality, and ownership discipline.

The same governance standard applies to every company we own.
01
Thesis-led opportunity selection

Origination

We define a clear thesis before committing time or capital.

02
Capital & Model Design

Structuring

We align incentives, ownership, and operating model from day one.

03
Execution & Accountability

Building

Teams execute with autonomy while group leadership enforces accountability.

04
Scale & Reinvestment

Compounding

We scale what works, protect cash flow, and reinvest with discipline.

We optimize for enduring value creation, not short-term optics.
Engagement Model

Assess, Plan, Execute

A practical process to qualify fit, align on value, and move quickly into execution.

01

Assess

We review context, constraints, and strategic fit with your target outcomes.

02

Plan

We define scope, decision metrics, and a practical execution roadmap with owners.

03

Execute

We run with operating cadence, measurable outcomes, and transparent accountability.

Ideal Partners

Who We Build With

We work with teams building for enduring value, not short cycles.

Founder-Partners Senior Operators Long-Horizon Capital
Start

Ready to Move?

Share your use case, current constraints, and target outcomes.

We will map the highest-leverage next steps and confirm where we can create measurable impact.

London, UK
We do not take short-term advisory or transactional consulting mandates.

Every inquiry is reviewed by group leadership with an execution-first lens.