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
Anthropic Claude service offerings.
The major engagement types we run on Anthropic Claude — each with dedicated playbooks, accelerators, and experienced practitioners.
01
Production AI Agents
End-to-end Claude-powered agents with tool use, retrieval, evaluation, and human-in-the-loop escalation patterns.
02
Document Intelligence
Claude-powered document understanding — contracts, claims, loan files, clinical records, and complex multi-document workflows.
03
Claude on Bedrock & Vertex
Enterprise-grade Claude deployments inside AWS Bedrock and Google Vertex AI with VPC, data residency, and audit controls.
04
RAG Architecture
Retrieval-augmented generation systems built on Claude — covering ingestion, chunking, embeddings, retrieval, and evaluation.
05
Claude for Agentforce
Claude as the model layer inside Salesforce Agentforce — for accuracy-critical workflows where the default Einstein model is not sufficient.
06
Custom Claude Applications
Standalone applications built around Claude — research assistants, drafting agents, analysis tools, and operational workflows.
Outcomes We Deliver
The metrics we actually move with Anthropic Claude.
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
Time saved per knowledge worker
5-15 hours/week
03
Time to ROI on AI investment
<6 months typical
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 Anthropic Claude.
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.
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 →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 →