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
Workato service offerings.
The major engagement types we run on Workato — each with dedicated playbooks, accelerators, and experienced practitioners.
01
Workato Implementation
Platform setup, environments, governance, deployment pipelines, and team enablement.
02
Recipe Development
Production-grade recipes for HR, finance, marketing, sales, IT, and operations workflows with proper error handling.
03
Workato AI / Automation Copilot
AI-augmented recipe development, intelligent triggers, and AI-powered process automation.
04
Workato Enterprise Workspace
Multi-workspace deployments with governance for federated teams and citizen developer programs.
05
Migration to Workato
Migrations from Zapier, Make, custom scripts, or legacy iPaaS to Workato with proper architecture.
06
Workato + Slack/Teams
Workbot deployments for conversational workflows inside Slack and Microsoft Teams.
Outcomes We Deliver
The metrics we actually move with Workato.
Engagements are measured by movement on the numbers that matter. These are the directions of travel we commit to.
01
Process cycle time
Reduce 25-50%
02
Citizen developer enablement
Increase 3-5x
03
Manual handoffs
Reduce 50-75%
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 Workato.
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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HubSpot Marketing Hub, Sales Hub, and Service Hub implementations — and HubSpot-Salesforce integration.
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