You don't have an AI problem.
You have an architecture problem.
The tools were fine. The foundation was wrong. Adding AI to a workflow tool that was never designed for intelligence doesn't change what the system fundamentally is.
Or worse - it works, but solves the wrong problem. The issue isn't the technology. It's the approach. You can't automate what you don't understand.
“Adding AI to a workflow tool is like adding a calculator to a typewriter. It might help with some tasks. But it doesn't make the typewriter a computer.”
— Rishi Raj Manglesh, AI Orchestration: The Definitive Guide
The evidence.
95%
Of AI pilots fail to deliver the expected ROI.
MIT NANDA GenAI Divide Report, 2025
64%
Cite integration complexity as their top obstacle
KPMG AI at Scale Report, Q4 2025
67%
Success rate with external AI partners vs. 33% internal
McKinsey / MIT NANDA, 2025
What are our services?
Learn more about our services.
AI Orchestration
Consulting
Strategy, architecture, and implementation of AI agents and Workflows.
Enterprise System Integration
Connect your ERP, CRM, accounting, and business systems
Custom Agent Development
Build specialized AI agents for your specific workflows
DVERSI Implementation
Deploy the AI orchestration platform in your environment (when it is the right fit)
Who we help?
Operations, Finance, and RevOps leaders at companies with:
- 10-300 employees
- Multiple business systems (ERP, CRM, accounting)
- Repetitive manual work every week
- Frustration with automation that keeps breaking
Sales & RevOps
Pipeline Alerts
Lead enrichment
CRM Automation
Finance
Accounting operations
Claims handling
Financial reports
Operations
Cross system sync
Data clean-up
Process monitoring
Our AI Platform: DVERSI
For clients who need ongoing AI orchestration, we offer DVERSI - our platform for building and running AI agents and workflows.
DVERSI is built on our "Solve first automate later" philosophy
Solve
AI works with you conversationally
Learn
Builds knowledge graph of your business
Automate
Only after patterns are proven
Evolve
Gets smarter with every interaction
What makes DVERSI different?
Not just another automation tool.
Solve first
Work with AI to find what works before automating anything.
Entity Knowledge graph
AI understands "Acme Corp" across CRM, accounting, email, support
MCP Native (42+ systems)
Built on open standards. Future-proof integrations.
Learns and evolves
Gets smarter with every interaction.
Automate first
Build workflows blind and hope they work.
Disconnected data
Each system is an island
Proprietary connectors
Vendor lock-in.
Static rules
Breaks when anything changes.