Ale CabreraArea of expertise
AI & API Products
The judgment and the outcomes to make AI and APIs reliable and scalable.
Find, size and solve the right problem before it becomes a customer issue. I help you take an AI capability from "it works in the demo" to something customers can rely on.
What I can help with
Opportunity assessment
Find the right AI use cases for your business.
Evaluation & quality
Reduce hallucinations and improve reliability.
Product strategy
Turn AI capabilities into valuable products.
Launch
Alpha, beta and GA with real users, one step at a time.
MCP Server for IP Intelligence Data
IP Intelligence
1 month
from signal to a launched integration
0
breaking changes for existing customers
If this sounds familiar
- The demo works. With real customers it does not.
- Nobody can tell you how often the AI is wrong.
- Customers want your product inside their AI tools, and you have no path for that.
What we track for you
- Accuracy
- Hallucination rate
- Customer-reported issues
More work in this area
- Building a Source-First AI Agent for Traveling Familiesdparents · 75% of 163 hand-rated results judged accurate, 2 hallucinated
- Stabilizing a Third-Party IntegrationIP Intelligence · 0 broken workflows during the version migration, old version kept live in parallel
- IP Intelligence Data: Internal InitiativeIP Intelligence · Private beta to public beta in about 6 months
- API v2 BugIP Intelligence · ↑ customer trust, via direct proactive communication
Send me one feature that isn't landing. In 30 minutes I'll tell you the first 3 things I'd check.
Book a 30 minute call