Deductify
Property photos to editable reports.
A product I’m building for rental-property owners: guided intake, photo analysis, editable asset inventories, and PDF/CSV reports.
The problem
Property analysis involves organizing photos, identifying assets, and keeping supporting information consistent. The workflow needs to make that manageable on a phone.
What I built
I own the frontend, API, data model, payments, infrastructure, and product decisions. Next.js runs on Vercel; containerized Django runs on AWS.
Engineering decisions
Reviewable AI output
Photo analysis suggests assets; users correct the inventory. The application controls validation and permissions. Review takes time, but keeps incorrect suggestions from becoming unquestioned report inputs.
Server-confirmed payments
Verified Stripe events control report access. Checkout and Connect workflows handle refunds, disputes, and controlled fund release. A browser redirect cannot grant an entitlement.
Infrastructure I can operate
CloudFormation defines the AWS infrastructure: ECS Fargate, RDS, private S3 storage, IAM, Secrets Manager, and CloudWatch. Docker keeps the backend deployment reproducible.
Verification
Sandbox testing covers checkout, report delivery, transfers, refunds, reversals, and dispute holds. The focus is access control and recovery across the payment lifecycle.