PDF Report Engine
Python (FastAPI) microservice powered by WeasyPrint. Generates pixel-perfect, USP 797-formatted lab reports. PDFs are stored to cloud storage automatically.
BioSure connects with report engines, cloud storage, real-time notifications, compliance standards, APIs, and Reshape AI imaging — most out of the box.
01 · Core
Python (FastAPI) microservice powered by WeasyPrint. Generates pixel-perfect, USP 797-formatted lab reports. PDFs are stored to cloud storage automatically.
02 · Infrastructure
Plate images, floor plans, and PDF reports stored in AWS S3. Automatic compression. Direct download links on demand.
Image hosting and transformation for plate images and floor plans. Automatic compression reduces costs without quality loss.
03 · Live
Real-time in-app notifications for report uploads, comments, approvals, and status changes. Multi-tenant room architecture.
Queue-based email delivery with retry logic and fallback direct send.
04 · Regulatory
Workflows align with USP 797 environmental monitoring — ISO classification, CFU alert levels, CoC fields, and report formatting.
Electronic signatures, audit trails, and access controls aligned with FDA requirements for electronic records.
Compliance package for Enterprise plans. Competency tracking, calibration records, and traceability documentation.
05 · Extensible
Full API access on Professional and Enterprise. Create companies, submit CoC forms, retrieve reports. OpenAPI spec included.
HTTP callbacks on report approvals, CoC submissions, and sample updates.
06 · AI workflows
Automated, high-resolution plate imaging with consistent capture across experiments and environments.
AI-powered colony detection and accurate counting to reduce manual errors and save time.
Process images instantly and generate insights without delays or manual intervention.
Track plates, wells, and results with full traceability across experiments.
07 · Roadmap
Drag-and-drop report designer. Map data variables to sections visually — no developers needed.
Direct data ingestion from lab instruments. Eliminate manual entry for air samplers and incubators.
Invoice generation from completed CoC forms. Track payments and export to accounting software.