AI That Accelerates. Humans That Decide.
Our approach to practical AI: supervised automation with confidence scoring and full audit trails.
The Problem with "AI Everything"
The market is flooded with AI solutions that promise to replace human judgment entirely. Autonomous agents that make decisions, take actions, and "just handle it." The pitch sounds great until the AI confidently makes the wrong call on a customer's production environment.
CloudPresto's approach is different. AI handles the data gathering, pattern matching, and recommendation generation. Your team makes the judgment calls that matter. The goal isn't to remove humans. It's to give humans superpowers.
Supervised Automation
- Makes decisions without human input
- Confidence is assumed, not measured
- Errors compound before anyone notices
- "The AI did it" is not an acceptable audit response
- Works great in demos, breaks in production
- Recommends with confidence scores, humans decide
- Every output has a calibrated confidence metric
- Low-confidence outputs routed to human review
- Full audit trail: input, recommendation, decision, outcome
- Tested against real outcomes, calibrated weekly
Where AI Adds the Most Value
AI is most effective at tasks that are high-volume, pattern-based, and where speed matters more than perfect judgment. Qualification triage, incident classification, requirement extraction, and routing. These are the tasks where AI saves hours per week without introducing risk.
AI is least effective at tasks requiring nuance, context, and stakeholder relationships: architecture decisions, escalation judgment, customer communication tone. These stay with humans.