From the team
Notes on building software, integrating AI, and running an engineering studio.

Predictive Maintenance for Manufacturing: A Case Study in Real-Time Sensor Data Analysis
Discover how real-time sensor data analysis and predictive modeling can prevent unplanned downtime in manufacturing. A case study on stamping press maintenance by Ovishatech.
How We Use AI for OCR: From Receipt to Structured Data
Inside the OCR feature we built into our own accounting workflow — what it extracts, how we keep it honest, and where it still needs a human.
Predictive Analytics Without the Hype: What Actually Works
You don't need a data science team to get real value from predictive analytics. Here's the simple version that actually ships.
From MVP to Production: Our 4-Step Process
What actually happens between "we have an idea" and "it's live and being used" — the process behind every project we ship.
Why We Chose OpenRouter Over a Single AI Provider
Locking a product to one AI vendor is a bet you don't need to make. Here's the model-routing approach we use instead.