What it actually takes to ship a production AI agent in 2026
Beyond the demo. The five engineering disciplines that separate AI agents you put in front of customers from the ones that stay in dev forever.
Read the full post → What We Deliver
Microsoft Copilot service offerings.
The major engagement types we run on Microsoft Copilot — each with dedicated playbooks, accelerators, and experienced practitioners.
01
Copilot Studio Development
Custom copilots built in Copilot Studio with knowledge sources, actions, and Power Platform integration.
02
Microsoft 365 Copilot Rollouts
Enterprise Copilot deployments with governance, permissions audit, and adoption programs.
03
Azure OpenAI Implementations
Custom applications on Azure OpenAI with enterprise security, data residency, and audit controls.
04
Power Platform AI
AI Builder, Power Automate AI flows, and Power Apps with embedded AI capabilities.
05
Dynamics 365 Copilot
Copilot for Sales, Service, and Customer Service — connected to Dynamics 365 data and workflows.
06
Copilot Governance & Adoption
Permissions audit, sensitivity label hygiene, and adoption programs that actually move productivity needles.
Outcomes We Deliver
The metrics we actually move with Microsoft Copilot.
Engagements are measured by movement on the numbers that matter. These are the directions of travel we commit to.
01
Knowledge worker hours saved
5-12 hours/week
02
Copilot adoption rate
Increase to 70%+
03
Permissions exposure incidents
Reduce to zero
How We Work
The engagement model.
Predictable phases. Clear deliverables. No surprises.
01
Discovery
One to two working sessions to map your current state, business goals, and gaps. We come out with a written scope and recommendation.
02
Design
Documented architecture, realistic timeline, and transparent commercial proposal. No surprises and no hidden scope.
03
Build
Configuration, development, integrations, data migration, and QA — with weekly demos and on-the-fly adjustments.
04
Launch & Optimize
Training, change management, hypercare, and ongoing optimization. We do not disappear at go-live.
Featured Insight
Insights on Microsoft Copilot.
Practitioner-level analysis from the consultants delivering the work.
AI Implementation
What it actually takes to ship a production AI agent in 2026
AI Implementation
More in AI Platform
Other ai platform we work with.
Anthropic Claude
The Claude family of models — for production AI agents, document intelligence, and enterprise workflows.
Learn more →OpenAI / GPT
GPT-4 and the OpenAI Assistants API for production applications and embedded AI features.
Learn more →Google Gemini
Gemini models on Google Vertex AI for enterprise AI deployments and Google Workspace integration.
Learn more →Custom RAG Systems
Retrieval-augmented generation built for your data, your workflows, and your governance.
Learn more →