Writing
Everything we have written.
Guides on putting AI into software that already exists, and on what the repeat work in a growing company is costing before anybody automates it.
Latest
16 pieces
11 min readWhat an AI Integration Costs to Run Each MonthSee what an AI integration really costs each month, from API usage to hosting and maintenance, so you can budget before model spend grows unexpectedly.
11 min readSaaS AI MVP: What to Build First on a Fixed BudgetMost founders build everything, then test. We show how to prove your AI SaaS idea in weeks on a fixed budget — what ships first, what waits, and why
12 min readAI Document Processing for Real Estate: Claims, Not ValuesDeveloper price lists, brochures and partial updates break most document AI. Here is the claims-based design that keeps real estate inventory data accurate.
14 min readPrescription Verification Software: What Nine Fields ProvePrescription verification is a comparison problem, not a reading problem. The nine fields, why each needs different checking, and what an audit flag has to prove.
8 min readAutomatic Document Recognition: Where OCR Accuracy BreaksAutomatic document recognition fails silently more often than it fails loudly. The five places accuracy breaks, and the checks that catch them.
10 min readReconciliation Automation Software: When Rules Do Not FitMost reconciliation software automates sign-off, not matching. What the review data shows about AI matching, exception queues, and when a custom build is worth scoping.
15 min readHow to Automate Ticket Categorization With AI AgentsTicket categorization needs a classifier, not an agent. How to design a taxonomy, set confidence thresholds, and know what to automate first.
10 min readCGM API Integration: How Glucose Data Reaches Your AppA CGM feed is not a live sensor stream. What the hardware produces, how much delay stacks up, the gaps you design around, and the features it rules out.
11 min readDiabetes Management App Development: 10 Features, 3 ChoicesThe ten features every diabetes app needs, and the three decisions on CGM access, dose calculation, and clinician access that decide whether yours ever ships.
12 min readFintech Back Office Automation: What to Automate FirstMost fintechs automate the wrong thing first. Here's how to rank your back office workflows, and why compliance should reorder the list early.
Next stepLet AI do the repetitive
Let AI do the repetitive
half of the job.
Data entry, answering the same tickets, chasing numbers between systems. We automate the parts that repeat. Your team keeps the parts that need judgement.
