Strategy, engineering, integration and governance for production AI
We take AI from a ranked use case to a governed system running inside your enterprise, and we stay accountable for the outcome.
Five capabilities, usually combined
Most programs combine several, and one team owns how they fit together.
Applied AI & automation
Document, order and contract intelligence, classification and agents, built for production volume.
Fine-tuned models · retrieval · agents · evaluation
AI strategy & AI CoE
Find the use cases worth funding, build the roadmap, and set up the team and governance to run AI as a program.
Use-case portfolio · roadmap · CoE operating model
Forward deployed engineering
Senior engineers embedded with your teams, working in your systems and accountable for shipping.
Embedded teams · your stack · your controls
Enterprise integration
AI connected to systems of record through APIs and middleware, with identity carried end to end.
SAP · NetSuite · Salesforce · AWS · Azure · GCP
AI governance
Policy, approvals, data controls and audit for AI-initiated actions, run through Nucleus.
Policy · approvals · audit · cost
Where each capability fits
Every engagement follows the same path, whichever capability it starts with.
- Strategy
Find where AI pays
We map processes, volumes and systems, then rank use cases by value and feasibility.
A funded roadmap and an AI CoE operating model
- Build
Embed engineers, ship systems
Forward deployed engineers work inside your teams and connect models to SAP, CRM, identity and data.
Production software in your environment, not a demo
- Govern
Control every AI action
Identity, policy, approvals, data controls and audit apply before anything executes.
A system your security and audit teams can sign off on
- Operate
Stay accountable after launch
Monitoring, evaluation, cost management and steady improvement against the original target.
Named owners, runbooks and measured outcomes
How we engage
Engagement models and pilotsAI CoE partnership
An ongoing partner to the CIO or CAIO for portfolio, standards and enablement.
Forward deployed teams
Engineers embedded in your organization for a defined mission.
Project delivery
A scoped system, delivered to production against agreed outcomes.
Nucleus platform
The control layer for AI actions, configured for your systems and supported by us.
Operate & optimize
We run, monitor and improve what is in production.
Let’s put AI to work in your business.
Tell us the process you want to improve and the systems involved.