▒░ the assessment

Where are you on your GenAI journey?

Generative AI is more than just picking a Large Language Model and calling it a day. True enterprise GenAI considers four dimensions - model access, data integration, agentic tools, and governance - so AI initiatives don't just stay in the lab but scale safely across the organization.

▓▒ enterprise GenAI

Choose your own adventure.

Where you sit in each dimension determines what kind of value GenAI can drive - and what kind of risk it introduces. Most enterprises don't pick one column and stay there; they move right over time, sometimes one row at a time.

Starter
Growing
Mature
Model Access
3rd-Party LLM
Open-source LLM
Multiple Modelshybrid & optimized · incl. custom
Data Access
Upload Files
RAG
Advanced-RAG+ knowledge graphs
Agents / Tools
Chatbot Interface
Custom Apps
Agentic Workflows
Governance
Policy
Basic User Management
Complete Oversight & Control
increased capability & proficiency

▒░ an adoption roadmap

Three stages from idea to scaled rollout.

Most successful programs we see follow a simple cadence: prove value with a tight prototype, harden it through a governed pilot, then scale with the right hybrid mix.

01 · prototype

Find the value first.

  • Use-case focus: identify early needs.
  • RAG start: vectorize project data.
  • Tools: begin building custom LLM apps.
02 · pilot / beta

Harden with the right group.

  • Governance: set basic policies and user controls.
  • Pilot groups: test with low-risk teams.
  • Enablement: offer training and support.
03 · full rollout

Scale with the right mix.

  • Oversight: strengthen oversight and standards.
  • Hybrid models: blend open-source and paid tools.
  • Improve: track use and iterate.

▓▒ why it matters

Three reasons to actually invest in this now.

Drive innovation

Use AI to boost productivity and unlock new business models - not just polish the existing ones.

Secure your data

Don't let "Shadow AI" or unregulated usage put your org at risk. Provide the sanctioned path before the unsanctioned one wins.

Scale confidently

With the right mix of technology, governance, and training, you can expand GenAI to every corner of the enterprise.

▒░ talk to us

Tell us where you are - we'll tell you what we'd do next, and which of our products and partners actually fit.

Get in touch → LinkedIn ↗