Use case library
Concrete scenarios with the workflow, the integrations, the human checkpoints and the limits stated plainly.
Resources
Everything we have written down: scenarios, evidence, analysis and product updates.
Case studies
Evidence, when we are permitted to publish it.
Insights
Working notes on automation, AI agents, web systems and product architecture — written by the people doing the work.
Updates
What changed at RAIS, and when.
Insights
Where AI agents actually belong in a business process
Most AI pilots fail for the same reason: nobody drew the edges. A practical method for choosing the workflow, setting the boundary, and knowing whether it worked.
Connecting AI to the CRM and ERP without breaking either
An agent that cannot read or write your systems of record is a demo. The integration decisions that determine whether it survives contact with production.
The work between the systems
The most expensive manual work in a company is invisible because it is distributed. How to find the undocumented bridges between systems, and how to replace them without breaking the process.
Use Cases
AI Lead Qualification
Score and route incoming enquiries against your own criteria, with a written rationale attached.
AI Customer Support
First-line answers grounded in your documentation, with citations and designed escalation.
Internal Knowledge Assistant
Let your team find the answer that already exists, with permissions respected and sources shown.
Document Processing
Extract structured records from invoices, contracts and forms, with a review threshold before anything is written.
CRM & Sales Automation
Keep the CRM accurate without asking salespeople to become data entry clerks.
Management Dashboards
One agreed set of numbers, visible to the people accountable for them.