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
MuleSoft service offerings.
The major engagement types we run on MuleSoft — each with dedicated playbooks, accelerators, and experienced practitioners.
01
MuleSoft Implementation
Anypoint Platform implementation, environments, governance, and CI/CD setup — built for repeatable delivery, not one-off projects.
02
API-Led Architecture
System / Process / Experience API tier design with proper reuse, governance, and lifecycle management.
03
Salesforce ↔ ERP Integration
Real-time bidirectional integration between Salesforce and NetSuite, SAP, Microsoft Dynamics, Oracle, and other ERPs.
04
Composer & RPA
MuleSoft Composer for line-of-business integrations and RPA for legacy or non-API systems.
05
MuleSoft AI / IDP
MuleSoft Intelligent Document Processing and AI-augmented integration patterns for document-heavy workflows.
06
CloudHub 2.0 Migration
Migrations from CloudHub 1.0 or on-prem Mule runtimes to CloudHub 2.0 with proper architecture refresh.
Outcomes We Deliver
The metrics we actually move with MuleSoft.
Engagements are measured by movement on the numbers that matter. These are the directions of travel we commit to.
01
Manual data entry hours
Reduce 60-80%
02
Integration delivery time
Reduce 40-70% post-platform
03
Data quality
Increase to 98%+
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 MuleSoft.
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
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