C5i: From AI-fluent teams to AI-native delivery
Client: C5i · Sector: AI & Analytics · Engagement: Enterprise AI Capability Transformation
C5i is an AI and analytics firm. Its people already work with AI every day. Ambilio's task was to turn that individual fluency into one delivery discipline, shared across teams and visible to leadership.
The starting point
Fluency was not the gap. C5i's engineers already worked with coding agents and could build working AI applications. Its business teams used AI assistants daily.
What varied was the discipline around that use. How agents are set up on a project. How AI-generated code is reviewed before it ships. How code, keys and data stay secure. How business teams move from prompting to agentic solutions inside their own function.
What we built with C5i
A baseline before any session. Every participant completed a role-based readiness assessment and was mapped to an AI adoption archetype. Leadership saw where each person stood before the program began.
Two tracks, one shape. Engineering teams learned to deliver production-grade software with coding agents: agent-ready project setup, review and validation of AI-generated code, securing code, keys and data, and evaluation before anything ships. Business professionals learned to build agentic solutions for their own function, without writing software. Both tracks run on the AI platforms C5i's teams already use.
Practitioners, not trainers. Every session is led by industry practitioners with 15+ years of hands-on enterprise delivery.
Work built on C5i's own business. Capstone projects map to C5i's industries and service practices. C5i reviewed and approved every brief before release. Teams presented their builds to a review panel, and every member presented.
One platform, end to end. Pre-readings, assessments, daily progress reports and post-program reading material all ran on Ambilio's LMS.
What C5i has now
- A shared standard across engineering teams for agent setup, code review and security.
- A business-function track that takes agentic AI beyond engineering.
- One program model running in parallel for engineering and business teams, across more than one AI platform. The engagement grew into this from a single engineering track.
- Capstone work tied to C5i's own service lines, not generic exercises.
- No C5i business data captured by Ambilio at any stage.
For an AI firm, its people's capability is what it sells. C5i's teams now apply AI the same way across projects, functions and platforms.
Exploring a similar transformation?
Let's talk about what deploying enterprise AI into your operations looks like.
