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
Google Gemini service offerings.
The major engagement types we run on Google Gemini — each with dedicated playbooks, accelerators, and experienced practitioners.
01
Vertex AI Deployments
Gemini deployments on Vertex AI with VPC Service Controls, data residency, and audit logging for enterprise workloads.
02
Gemini-Powered Applications
Custom applications built on Gemini — leveraging long context, multimodal input, and Google's safety features.
03
BigQuery & Data Integration
Tight integration with BigQuery for retrieval, analytics, and grounding Gemini in your enterprise data.
04
Workspace AI Integration
Gemini features inside Google Workspace — for organizations standardizing knowledge work on Google.
05
Multi-Model Architectures
Architectures that combine Gemini with Claude or GPT — using the right model for the right workflow.
Outcomes We Deliver
The metrics we actually move with Google Gemini.
Engagements are measured by movement on the numbers that matter. These are the directions of travel we commit to.
01
AI workflow accuracy
Reach 95%+ for production
02
Pilot to production rate
Increase from <30% to >75%
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 Google Gemini.
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 →Microsoft Copilot
Copilot Studio, Microsoft 365 Copilot, and Azure OpenAI for Microsoft-first organizations.
Learn more →Custom RAG Systems
Retrieval-augmented generation built for your data, your workflows, and your governance.
Learn more →