Turn a urine strip photo into a
lab-grade result — in seconds.
STRIQ is an AI diagnostic platform for labs. Snap a photo of a reagent strip and our vision pipeline reads every pad, classifies 10 chemical parameters with confidence scores, and routes results through a complete, auditable lab workflow — from sample intake to verified patient report.
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AI Analysis Pipeline Phases
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Parameters Classified
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Seconds Photo-to-Result Speed
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HIPAA Security Alignment
Eliminating Manual Reading Guesswork
Manual urine-strip reading is fast but fragile: colors are judged by eye under inconsistent lighting, results vary between technicians, and there's rarely an audit trail. STRIQ removes the guesswork using a trained model that reads each pad the same way every time, flags anything uncertain for human review, and records exactly who verified what and when.
- 01
Detect
A YOLO model locates each reagent pad on the strip, auto-correcting image orientation to maximize detection accuracy.
- 02
Measure
Each pad is cropped, white-balanced, and reduced to a precise L*a*b* color value.
- 03
Classify
Per-chemical CNN models and reference color-distance matching read each pad independently.
- 04
Fuse & Flag
The two engines are combined into a single confidence score; disagreement automatically flags the pad for manual review.
✓ Every strip yields a quality verdict — PASS, REVIEW, or FAIL — plus per-pad confidence and bounding boxes saved as a permanent scan session.
Core Capabilities
From intelligent scanning to workflow compliance — STRIQ provides everything diagnostic labs need.
Intelligent Strip Analysis
Photo-to-result in seconds with automatic orientation correction. Low-confidence pads are flagged for review using a CNN model fused with reference color-distance classification.
End-to-End Lab Workflow
Log sample quality at intake, manage technician work queues, run Quality Control control runs, and authorize scans with technician → manager → director tiered authorization.
Lab Operations & Quality
Define shifts and staff schedules, track inventory/reagents, log equipment maintenance, monitor non-conformance records (NCRs), and track referring physicians via CRM.
Patient Portal & Telehealth
Empower patients with a health dashboard, parameter trends over time, and OTP phone sign-in. Patients can view reports and book teleconsultations with physicians.
Analytics & Reporting
Real-time lab dashboards surface total scans, pending verifications, weekly trends, SLA compliance, and director performance with one-click CSV export.
Platform Administration
Administer multi-lab tenancy with fully isolated data. Provision labs, deploy and version TFLite AI models, and enforce platform-wide 2FA or HIPAA strict mode.
Built for Every Role
Technicians
Run analyses, work their scan queue, log QC and sample intake, and submit results for review.
Lab Managers
Manage shifts, inventory, and QC trends; authorize or escalate scans; track NCRs and physician CRM.
Lab Directors
Final authorization and sign-off, test-catalog management, accreditation, and lab-scoped audit logs.
Patients & Home Users
View reports, health scores, and trends; request re-validation; book consultations via OTP login.
Lab-Grade Infrastructure & HIPAA Security
Our vision pipeline and backend are engineered to meet strict clinical safety, security, and traceability standards.
HIPAA-Oriented Compliance
Features a strict-mode toggle, clinical masking on patient reports, and immutable, platform-wide change audit logging.
Full Traceability
Every verification, scan action, and critical notification is timestamped. Settings changes record the exact diff and author.
Strong Access Controls
Secure JWT token authentication, portal-gated roles, and strict lab-level data isolation on every query.
AI Vision Engine
YOLO-based strip locator and per-chemical CNN TFLite models fused with reference-color analysis.
Modern Multi-Platform Portal
React 19 front end with interactive tracking charts, OTP login workflows, and client-side PDF reports.
Cloud-Ready Backend
Docker/Cloud Run deployment, background queues via Celery + Redis, and AWS S3 secure presigned uploads.
Bring consistency, speed, and an audit trail to every strip.
STRIQ gives diagnostic labs an AI reader, a complete verification workflow, and a patient reporting portal in one platform — with the traceability compliance teams expect.