LilyAssist — SaaS AI report writing system
SaaS Product · Full-stack · AI Writing Automation
The client
An education technology company helping schools and public-sector education programs automate student progress reports, assessments and performance summaries.
Challenge
Teachers and professionals spent 30–60 minutes writing repetitive reports by hand. The process was slow, inconsistent and hard to scale across teams, clients and report types.
Scope & features
- AI-generated report writing
- Structured data-to-text generation
- Personalized report narratives
- Multiple report templates
- Tone and writing-style controls
- Export functionality
- SaaS user management
- Subscription and payment integration
Solution
Built a SaaS platform that turns structured inputs into professional, contextual reports in under 2 minutes.
Outcome
Report writing time went from 30–60 minutes to under 2 minutes, output quality was standardized, and report generation scaled for EdTech and government users.
Tech stack
- Node.js
- React
- OpenAI GPT-4
- PostgreSQL
- Stripe
- AWS
<2 min
per report, down from 30–60 min
Start with an AI audit
A focused review of your operations, data and automation — and a prioritized roadmap with ROI estimates. The same entry point our long-term partners started from.
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