Garbha is AiSPRY's clinical-grade computer vision platform for IVF embryo grading — built with Rela Hospital to lift IVF success rates and bring AI-assisted decision support to embryologists.
Drishti turns standard vehicle imagery into a road-safety audit — detecting potholes, surface damage, and missing infrastructure across 8+ asset types. Built for highway authorities, municipal corporations, and fleet operators.
Wagon Damage Detection is a six-camera YOLOv11 + PaddleOCR pipeline that inspects freight wagons as trains pass entry and exit gantries — turning 5–8 hours of manual inspection into under 2 hours, no human in the loop.
GMR Power Trading is a per-block ensemble model — XGBoost + LightGBM + Lag-96, trained per block — that forecasts next-day MCP across all 96 fifteen-minute blocks of the IEX Day-Ahead Market.
HIES AI Platform is AiSPRY's first-of-its-kind AI/ML engagement with the National Centre for Statistics & Information of the Sultanate of Oman, in partnership with ODP Oman — applying AI to household income & expenditure survey data.
What we do
We don't start with tools. We start with your business problem and apply AI where it creates measurable value — across the four expertise areas where we've shipped most.
YOLO detection ensembles, OCR pipelines, multi-camera production systems for industrial inspection, road safety, healthcare imaging, and crowd analytics.
Time-series forecasting, demand prediction, price modelling, and predictive maintenance — from 96-block electricity-market MCP to industrial machine downtime.
Domain-grounded RAG chatbots, content-generation pipelines, multimodal animation systems, and NLP-powered communications enhancement for regulated industries.
Autonomous workflow agents with full audit trails — for SLA monitoring, insurance underwriting, hospital administration, and executive decision support.
Production pipelines, feature stores, model registries, and CI/CD for ML — Airflow, MLflow, Feast, Great Expectations, FastAPI, Prometheus + Grafana.
Pre-engagement readiness assessment, AI roadmap development, ROI modelling, and architecture review — the work that happens before the model gets built.
Voices from the field
Partnering with AiSPRY has been instrumental in elevating our procurement and supply chain operations. We have significantly optimised our vendor selection process, improved inventory forecasting, and reduced lead times thanks to AiSPRY's data-driven approach and custom-built BI reporting solutions. AiSPRY's expertise is invaluable to any organization aiming to leverage data to drive operational efficiency.
Today was an outstanding day. We worked seamlessly together, delivering a fantastic demo and excelling in the Q&A session. The feedback was overwhelmingly positive, with many appreciating our solution and offering valuable insights to further enhance it. Huge applause to the entire team for our exceptional collaboration and hard work.
How we work
The same engagement playbook we ran with GMR Energy, NCSI Oman, Indian Railways, Rela Hospital, and 30+ other production deployments — adapted to your data, your constraints, and your acceptance criteria.
Business-problem first. We map the decision the AI needs to support, the data available to support it, and the success criteria before any code gets written.
Schema validation, scraping, manual curation where needed, and feature engineering. We're transparent about what's automated and what's manual — the GMR pipeline includes both.
We pick the simplest architecture that hits the accuracy target. Often that's an ensemble — XGBoost + LightGBM + a baseline — trained per segment of the problem.
FastAPI inference, PostgreSQL forecast archives, React dashboards. Sub-20ms latency targets are normal. Forecasts are auditable and rollback-able.
Airflow DAGs, Prometheus metrics, Grafana alerts, OpenLineage tracing. PSI-based drift monitoring with retrain triggers. Quarterly model reviews.
Partners
From central-government statistics offices to flagship railway operators, hospital chains, manufacturing giants, and energy traders — partners across the project portfolio.
Whom we serve
Pick a cluster — see the industries we ship into, the named clients, and a path to the case studies.
Uttarakhand Government · NCSI Sultanate of Oman · Highway Inspection
View case studies →North Western Railway · YNM Safety · Road safety auditing · Wagon damage detection
View case studies →Odisha STA · TTD Tirumala · Real-time traffic optimization · Crowd monitoring
View case studies →Rela Hospital · Cognigen · Garbha embryology AI · Hospital admin automation
View case studies →Dr. Reddy's · Biological E · Bio E · Vials/PFS counting · PPE compliance
View case studies →Comen K22 Pro Vitals · Stethup conversational AI · Real-time patient monitoring
View case studies →Siemens · SEHNELL · Kirloskar · Inservia · Switchgear · TMT bars · Steel rod counting
View case studies →Tata Hitachi · Supershakti Commodity · Inservia · Bar bending · Cement forecasting
View case studies →GMR Energy · Hira Group · Inservia wind · MCP forecasting · Solar inspection
View case studies →Pandrol · Supershakti · Aluminum price forecasting · Coal & iron ore demand
View case studies →Volvo · Bajaj · Truck inspection QC · Marketing GenAI
View case studies →CHEP · Dukes · Pallet counting · End-to-end supply visibility
View case studies →Dukes · Dinotantra · TTD · Animation automation · People counting
View case studies →Dhammika Perera · Insurance agentic AI · Quotation SLA monitoring
View case studies →Sneha Chicken · ALPHA Lakes · Avian health monitoring · Drone wildlife conservation
View case studies →Recent thinking
From a 96-block forecasting case study to engineering field notes on YOLOv11 in production — the latest from the AiSPRY team.
A per-block V6 ensemble across 96 fifteen-minute blocks, 87 engineered features, 10 datasets, and a full-stack MLOps pipeline. The story of taking AI from spreadsheet to trading desk.
Read the case study
YOLOv11 + PaddleOCR pipeline across entry and exit gantries, 17 stages, 8 damage classes. From 5–8 hours to under 2 hours per train, 99.2% frame detection.
Read the case study
A clinical-grade computer-vision platform built with Rela Hospital · embryo morphology, vitality, and developmental scoring. HYSEA 2025 award winner.
Read the case studyRecognition
National-level recognition across healthcare innovation, education AI, and government engagements.
Best Use of AI in Education
Steel Pipe Logistics Innovation
Hospital Innovation Award
CEO Recognition - 40 Under 40
International AI Excellence
Best Paper Award 2024
Excellence in Analytics
Project Management Excellence
Best AI Innovation
Insights
Thoughts, research and insights from the AiSPRY team.
A focused 30-minute discussion with AiSPRY architects. Not a sales pitch — a working session on the problem you're trying to solve.
