Enterprise Workflow Automation

Eliminate manual processes with AI-powered automation pipelines

IBM watsonx Orchestrate for skill-based task routing, LangGraph state machines for multi-step agentic workflows, and n8n for no-code integration. We audit your manual bottlenecks, design AI agent layers, and build monitored automation that replaces spreadsheet-driven operations with production-grade pipelines.

Who This Is For

•Procurement teams managing 50+ vendor relationships with manual PO routing
•Finance teams doing manual reconciliation across ERP, banking, and spreadsheet systems
•HR teams processing 200+ applications per month through email and shared drives
•Ops teams running 10+ spreadsheet-based workflows that break when someone goes on vacation

What We Deliver

✓Workflow audit and bottleneck mapping with time-cost analysis
✓AI agent design using LangGraph state machines and watsonx Orchestrate skills
✓n8n and Make automation buildout with error handling and retry logic
✓Slack, Microsoft Teams, and email integration for human-in-the-loop approvals
✓Monitoring dashboards with error alerting and SLA tracking
✓SOC2-aligned audit logging for all automated actions

Platforms & Tools

IBM watsonx OrchestrateLangGraphn8nMakeZapierSlack APIMicrosoft GraphPythonNode.js

Typical Engagements

2-week automation audit with architecture document ($4,500)
6-week single-workflow buildout with AI agent layer ($12,000 to $18,000)
Ongoing automation retainer with SLA ($3,500/mo)

Schedule Automation Audit Contact Us

Related Services

watsonx & Agentic AI Infrastructure & Cloud MLOps & Data Engineering

Frequently Asked Questions

What is enterprise workflow automation with AI?

Enterprise workflow automation uses AI agents, LLM-powered decision engines, and orchestration platforms like IBM watsonx Orchestrate and LangGraph to eliminate manual business processes. Unlike traditional RPA, AI-powered automation handles unstructured data, makes contextual decisions, and adapts to exceptions without human intervention.

How long does an automation engagement typically take?

A scoped automation audit takes 2-3 weeks and costs $4,500. A full buildout of 3-5 automated workflows typically runs 8-14 weeks at $12,000-$18,000, depending on integration complexity and the number of systems involved.

Can you migrate our existing RPA bots to AI-powered automation?

Yes. We specialize in RPA-to-AI migration, converting brittle rule-based bots into adaptive AI agents that handle exceptions, learn from corrections, and integrate with modern APIs. Most migrations preserve your existing business logic while dramatically reducing maintenance overhead.

What platforms do you use for enterprise automation?

We build on IBM watsonx Orchestrate for enterprise-grade orchestration, LangGraph for stateful multi-step agent workflows, n8n for API integration and event-driven automation, and custom Python/TypeScript agents for specialized tasks. All solutions deploy on your infrastructure or IBM Cloud.