A focused sample of production client work across AI vision, healthcare data platforms, and operational forecasting.
ClaimTally AI generates structured home inventories for insurance-loss claims from photos and video. It then uses an AI-enabled shopping workflow to find close matches for lost items and estimate current replacement cost.
The product combines computer vision, language models, and web workflows in one insurance claim process.
A healthcare data-platform build required a credible delivery path after the original offshore approach failed to produce the needed result. SaaS Factory stepped in with the product and engineering capacity to move the platform forward.
The work centered on a production 340B platform and the data architecture, application layer, analytics, and infrastructure required to support it.
Managing care for tens of thousands of Medicare patients creates a demanding workforce-planning problem. SaaS Factory built operational models and analysis tools that predicted productivity within 1% of actual and forecasted needs up to six months ahead on a rolling basis.
The result gave operating leaders a more reliable way to anticipate capacity and make resource decisions before constraints became urgent.
Photos, videos, healthcare records, operational data, and human workflows become structured products people can act on.
Models are selected around the user’s job, data, controls, and acceptable failure modes.
Architecture, cloud operations, data quality, usability, and business ownership matter as much as the demo.
We are most useful when the work requires product judgment, technical depth, and direct ownership.