Is your company ready for AI agents?
Score your organisation across the five dimensions that decide whether an AI agent creates real value or real risk. It takes about ten minutes, and your weakest area matters more than your average.
Grade each dimension from 0 to 2
Open any dimension to see what strong readiness looks like, the warning signs, and the questions to ask your team.
Your maturity level
AI agent readiness is a journey. Your total places you on one of four levels, each with a distinct focus for what to do next.
Foundational
Stop and focus on fixing your data and system connections first. Launching an independent agent now is highly risky. Resist the pressure to launch before your systems are ready.
Developing
The danger zone. You are strong in some areas and weak in others, and a flashy demo can hide a weak foundation. Fix your lowest scoring areas before you expand.
Advanced
Your foundations are strong. You can launch specific agents into production with confidence while you close the remaining gaps. Focus on security and scale.
Autonomous Ready
You have strong, mature systems across all five areas. You are prepared to scale AI agents across your entire business.
How to move forward
A readiness assessment is only valuable if it drives action. These four principles turn your score into a plan, whatever your starting level.
Fix the foundations first
Most failed AI projects fail because of bad data or poor system connections, not because of the AI model itself.
Use connections as control points
Your APIs are where the AI actually does things, which makes them the best place to enforce safety rules and watch what is happening.
Start small
Prove the AI works on one specific, high value task before you try to build more.
Measure real results
Judge your AI programme by the business value it creates over months, not by how impressive the demo looked on stage.
We build the foundations that make agents safe
We do not sell a shortcut around readiness. We help you build the strong data and system foundations that make AI agents safe to use. As a Salesforce Summit Partner and the worlds largest MuleSoft training partner, we fix the gaps where data and connections meet.
Data and context
We unify your data and make your documents searchable by meaning so agents act on trusted information.
Connections and APIs
Secure, reusable ways for agents to act across your systems, aligned with the Model Context Protocol and a control plane to govern them.
Governance and scale
We lock down safety rules and permissions at the system level, not just inside the AI prompt.
Talent and culture
Because we build systems and train teams globally, we teach your people how to run and maintain the AI.
Want to see where you actually stand?
We run a short readiness session with technology and business leaders. Together we score your five dimensions, find the biggest risk to your AI project, and plan a safe first use case.