[ Insights ]
Practical thinking onAI and software.
Short guides from the engineers who build these systems, written for business owners.
Guide
AI Agent Development
From pilot to production: putting AI agents to work
Most agent pilots impress in a demo and stall after it. The gap is rarely the model. It is access, guardrails and measurement.
6 min readPlaybook
AI Model Development
Training a vision model on your own data: a practical playbook
Off-the-shelf models rarely know your products, defects or sites. Here is how we go from raw images to a model you can trust on the line.
7 min readPerspective
API Integration
Integration first: connect the systems you have before you build new ones
Many “we need a new platform” projects are really integration problems. Connecting what already works is often faster, cheaper and less risky.
5 min read