Enterprise AI. From strategy to production.
TeamExtension.ai helps enterprises identify, design, build, secure and scale AI, from strategy and agentic transformation to production systems and dedicated AI engineering teams.
Trusted by engineering and technology leaders
The AI transformation lifecycle
The AI transformation lifecycle
One engagement can start at any of these and carry through to the rest. Most begin somewhere in the first column and end up in the third.
Advise
Find the opportunities worth funding and prove they are worth it, before anyone writes code.
- Discover
- Assess
- Design
Build
Design and build the system, wired into the data it needs and the controls it has to run under.
- Build
- Integrate
- Secure
Operate
Run it, measure whether it is still right, and extend what works to the rest of the organization.
- Deploy
- Operate
- Scale
Enterprise engineering experience. AI-native delivery.
Team Extension has spent years building and operating technology teams for organizations ranging from high-growth companies to large multinationals. TeamExtension.ai brings that engineering delivery experience into enterprise AI transformation, which is why our advice is costed against what building the thing actually takes.
Practices
Practices
AI Strategy & Transformation
Strategy, readiness, opportunity discovery and organizational transformation.
Learn moreAgentic AI & Automation
Agents, multi-agent systems and AI-powered workflow automation.
Learn moreAI Applications & Knowledge
Custom AI applications, RAG, enterprise knowledge AI, conversational AI and document intelligence.
Learn moreAI Data & Models
Data engineering, model engineering, evaluation, traditional ML and computer vision.
Learn moreAI Infrastructure & LLMOps
AI infrastructure, LLMOps, MLOps, private AI, sovereign AI and cost optimization.
Learn moreAI Governance, Risk & Compliance
Governance frameworks, EU AI Act, ISO/IEC 42001, responsible AI, policies and controls.
Learn moreAI Security
AI security architecture, red teaming, security testing and guardrails.
Learn moreAI Engineering & Talent
Forward-deployed engineering, dedicated AI teams and AI-native software engineering.
Learn moreWhere enterprises start
AI Agents
Software that completes multi-step work inside your systems, under your access controls and your approval rules.
Learn moreEnterprise Knowledge AI
Turn fragmented internal knowledge into secure assistance that respects existing permissions.
Learn moreAI Transformation
Run AI change as a programme: workstreams, funding, governance and adoption across the organization.
Learn moreCustom AI Development
Production AI applications built for your business, not configured from a template.
Learn moreAI Governance
Establish the policies, controls and responsibilities required to deploy AI safely at enterprise scale.
Learn moreDedicated AI Teams
Long-term AI engineering capacity built around your stack, your standards and your delivery model.
Learn moreEngagement models
Engagement models
AI Advisory
Expert consultants provide strategy, architecture, assessment and transformation guidance.
AI Project
We take responsibility for designing and delivering a defined AI solution.
AI Transformation Program
A multi-workstream enterprise programme spanning consulting, engineering and organizational change.
Forward-Deployed AI Team
A cross-functional AI team works inside your organization to continuously find and deliver opportunities.
Dedicated AI Team
Long-term dedicated engineering capacity built around your stack and delivery model.
Managed AI
We operate, monitor and continuously improve production AI systems.
Services
Know the skill set you need?
Not every engagement starts with a strategy question. If you already know the role and the stack, we can place a vetted engineer on your team and keep the contract simple.
Discuss Your AI Initiative
TeamExtension.ai helps enterprises identify, design, build, secure and scale AI, from strategy and agentic transformation to production systems and dedicated AI engineering teams.