Skip to content

Blog

Ensuring AI Success: Intertwine's Strategic Roadmap for Complex Environments

Intertwine's 10/20/70 rule for AI balances discovery, governance, and operational integration so initiatives reach production in complex enterprise environments.

August 23, 2026

By Intertwine

4 min read

Deploying AI in complex, fast-changing business environments is hard for operators and executives alike. Too many initiatives stall after a promising pilot. Intertwine Technologies uses a practical framework, the 10/20/70 rule for AI, to keep work aligned with enterprise goals and moving toward governed production systems.

Why teams choose us

Organizations partner with Intertwine because we turn AI initiatives into production systems that fit how they already operate. We focus on sustainability and lasting impact, not slide-deck pilots that never scale. That means clearer priorities, safer workflow automation, and systems your teams can own after delivery.

What is the 10/20/70 rule for AI?

The 10/20/70 rule is our strategic split for where time, budget, and leadership attention should go across an AI program:

  • 10% on evaluating and understanding AI opportunities: where leverage exists, what data and workflows matter, and what should wait

  • 20% on governance: access controls, evaluation, risk management, security, and compliance so systems survive scrutiny

  • 70% on operational integration and enhancement: wiring AI into ERP, CRM, and day-to-day workflows so it becomes a core operating asset

Most failed AI programs invert this ratio: heavy on demos and light on ownership. The 10/20/70 rule keeps discovery and governance in proportion while making execution the main event.

How it works

  1. Initial assessment: We evaluate existing systems, data, and workflows to find where AI can create impact and how it should connect to what you already run.

  2. Opportunity ranking: We map and rank AI opportunities inside your organization, aligned with executive intent and operational outcomes.

  3. Strategic governance: We define access controls, evaluation measures, and risk management so every initiative meets your security and compliance bar.

  4. Operational integration: We integrate AI into business processes so systems land in production and stay owned by the teams that run them.

What's included

  • Ranked opportunity portfolio with clear strategic alignment

  • Security and governance controls built into the delivery path

  • Custom integration with existing ERP, CRM, and operational systems

  • 90-day execution path with milestones teams can actually hit

Get started

Explore how Intertwine can turn AI into a governed, core part of your operating model. Start with a Free AI Operations Blueprint to identify where AI can improve how you run, and chart a course tailored to your organization.

Next step

Ready to turn ideas into operating systems?

Book Free AI Operations Blueprint