AI Support Intelligence
WhatsApp, website chat, ticketing, approved answers, human handoff and legacy integrations.
What LeonSoft builds
From AI ideas to working business systems
Each solution starts with the business process, not the model. The goal is a controlled workflow that people can trust and existing systems can support.
Business process
Data and system sources
Controlled workflow
Running in production
Six places to start
Solutions
Most projects begin with one of these and grow into the others once the first workflow is running and trusted.
AI Business Automation
Documents, workflows, approvals, reports and operational processes that reduce manual work.
ERP / CRM Integration
Odoo, Priority, SQL, legacy systems and custom APIs connected to practical AI workflows.
Data & Predictive Systems
Dashboards, reporting, forecasting and decision support based on operational data.
AI Agents & Mobile Workflows
Personal and operational AI agents for appointments, reminders, service flows and task execution.
Fractional CTO & Architecture
Technology strategy, architecture review, project rescue, vendor management and AI roadmap.
Our approach
The Controlled AI Framework
AI can be powerful when it is grounded, integrated and designed with clear limits. These seven principles keep automation practical and traceable.
Grounded knowledge
AI works from approved and verified sources.
Confidence checks
Every response or action is evaluated before it runs.
Human handoff
AI escalates instead of guessing.
Business rules
Operational rules and permissions stay in control.
System integration
ERP, CRM, databases, APIs and legacy systems connect.
Audit trail
Important actions remain logged and traceable.
Production delivery
Designed for real operations, not demos.
From workflow to working system
A practical path from idea to production
Map the business process
Identify data and system sources
Define confidence and escalation rules
Build the first controlled workflow
Integrate with existing systems
Test real scenarios
Deploy, monitor and improve
Next step
Not sure which one you need?
Describe the process that is slow or manual today. We will tell you which of these it actually is — or that it needs no AI at all.