What AiSPRY does

AiSPRY is a Hyderabad-headquartered production AI company founded in 2018 that delivers custom AI systems and consulting services to enterprise, government, and healthcare clients across India, the Gulf, and ASEAN. The firm operates a portfolio of five flagship platforms — Garbha (IVF embryo quality prediction with Rela Hospital), Drishti (road safety auditing), NWR Wagon Damage Detection (six-camera YOLOv11 + PaddleOCR railway inspection), GMR Power Trading (96-block electricity MCP forecasting), and HIES AI Platform (NCSI Oman national statistics) — supported by 40+ additional computer vision, generative AI, agentic AI, and forecasting deployments across 15 industry verticals. Its technical stack combines YOLO-based computer vision, XGBoost/LightGBM ensemble forecasting, RAG pipelines with enterprise LLMs (GPT-4, Gemini 2.5 Pro, LLaMA 3.2, CodeLlama), n8n-orchestrated agentic workflows, and a production MLOps backbone (Airflow, MLflow, Feast, FastAPI, Prometheus, Grafana). The business model is professional services and project-based custom AI development, with an architect-led five-stage engagement playbook from discovery to production deployment, priced via custom scoping with no public pricing or self-serve channel. Customer acquisition is direct enterprise sales supported by 44+ documented case studies, multiple industry awards (HYSEA 2025, CII 2024, NTU 2024, London Business School), and a free architect consultation CTA. Client concentration spans marquee enterprise and government logos (NCSI Oman, Indian Railways, Siemens, Dr. Reddy's, JSW Steel, Hindustan Coca-Cola, Amazon, Volvo, Tata Hitachi, Bajaj, CHEP, Rela Hospital), with no disclosed revenue, headcount, or funding rounds evident in public material.

Name

AiSPRY

Legal name

AiSPRY

Website

https://www.aispry.ai

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

51–100 employees

Short description

AiSPRY is a Hyderabad-based production AI consultancy founded in 2018 that builds custom computer vision, forecasting, generative AI, and agentic AI systems for enterprise, government, and healthcare clients across India, the Gulf, and ASEAN, generating revenue through project-based professional services.

Ownership category

akta.pro rank

Product category

Enterprise AI Consulting & Production AI Deployment

NAICS

Custom Computer Programming Services (541511), Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512)

SIC

Services-Computer Integrated Systems Design (7373), Services-Computer Programming Services (7371)

akta.pro primary industry

AI/ML Engineering & Model Development Services (BPAEAHAF)

akta.pro secondary industries

End-to-End Enterprise AI Platforms (MLOps & Model Lifecycle Management) (HDAEANAA), AI Application Enablement Platforms (Copilot/Agent Frameworks, SDKs) (HDAEANAJ), Responsible AI, Security & Privacy Platforms (Safety, Guardrails, PII) (HDAEANAG), AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF)

Keywords

• AI consulting services
• Production AI deployment
• Computer vision solutions
• Predictive analytics forecasting
• Enterprise AI systems

Headquarters

HQ city

Hyderabad-deccan

HQ country

India

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Infrastructure

Revenue model

1. AI Consulting & Professional Services: AiSPRY generates revenue through custom AI consulting engagements, professional services, and project-based implementations. The engagement model is consultative, starting with AI readiness assessment and roadmap development before building production-grade AI systems. Revenue appears to be primarily project-based, with engagements across government, healthcare, manufacturing, and energy verticals.
2. Custom AI Development & Deployment: Bespoke AI system design, development, and deployment for specific enterprise use cases — including computer vision, forecasting, generative AI, and agentic AI platforms. Revenue is earned through scoped project delivery with production deployment.

Go-to-market motion1 record

Distribution channels3 records

Marketing channels6 records

Core offering

AiSPRY is a production AI consulting and deployment firm that designs, builds, and operates custom AI systems for enterprise and government clients across computer vision, forecasting, generative AI, agentic AI, and MLOps. Its portfolio includes five flagship platforms — Garbha (IVF embryo grading), Drishti (road safety auditing), NWR Wagon Damage Detection (railway inspection), GMR Power Trading (electricity MCP forecasting), and HIES AI Platform (national statistics for Oman) — alongside 40+ specialised projects and a six-line AI services practice covering CV, forecasting, GenAI, agentic AI, MLOps, and AI strategy.

Product overview

AiSPRY is a production AI company offering a portfolio of flagship platforms and specialized solutions for industry, infrastructure, and healthcare. The core product suite includes five flagship platforms: Garbha (clinical-grade IVF embryo quality prediction), Drishti (AI-powered road safety auditing), NWR Wagon Damage Detection (six-camera railway wagon inspection), GMR Power Trading (96-block electricity MCP forecasting), and HIES AI Platform (national statistics AI for Oman). Beyond these, the company offers 40+ product features and specialized AI systems including computer vision solutions (pallet counting, pipe detection, tree growth detection), generative AI platforms (Dinotantra animation, CXO Insights Assistant, CAD/BOM data extraction), agentic AI systems (quotation SLA monitoring, insurance operations), and MLOps/data engineering services. The company also provides six AI service lines spanning Computer Vision, Forecasting & Predictive Analytics, Generative AI, Agentic AI, MLOps, and AI Strategy consulting. All solutions are built for production deployment with a five-stage engagement playbook from discovery through operate & iterate.

Differentiator

Problem solved

Functional benefit

Brands

• Garbha: AI platform for IVF embryo quality prediction, built with Rela Hospital. HYSEA 2025 award winner.
• Drishti
• Wagon Damage Detection (WDD)
• GMR Power Trading
• HIES AI Platform

Products and services

• Garbha Clinical-grade computer vision platform for IVF embryo quality prediction built with Rela Hospital. Uses embryo morphology, vitality, and developmental scoring to deliver AI-assisted decision support for embryologists, achieving 80%+ prediction accuracy and 15% IVF success uplift.
• Drishti AI-powered road safety audit system that turns standard vehicle imagery into comprehensive road safety assessments. Detects potholes, surface damage, and missing infrastructure across 8+ asset types with 85% pothole detection accuracy and 97% surface classification.
• NWR - North Western Railways Wagon Damage Detection Six-camera YOLOv11 + PaddleOCR pipeline for railway freight wagon inspection at entry and exit gantries. Inspects wagons as trains pass, turning 5-8 hours of manual inspection into under 2 hours with 99.2% frame detection across 8 damage classes.
• GMR Power Trading Per-block ensemble model (XGBoost + LightGBM + Lag-96) for 96-block electricity market MCP forecasting across all fifteen-minute blocks of the IEX Day-Ahead Market. Delivers sub-10% MAPE target with 18ms inference latency.
• HIES AI Platform National statistics AI platform developed with the National Centre for Statistics & Information of the Sultanate of Oman (NCSI) and ODP Oman. Applies AI to household income and expenditure survey data across 11 governorates.
• Computer Vision & Visual AI Solutions Service offering featuring YOLO detection ensembles, OCR pipelines, and multi-camera production systems for industrial inspection, road safety, healthcare imaging, and crowd analytics. Powers 18 shipped projects including WDD, Drishti, Garbha, pallet counting, pipe detection, and tree growth detection.
• Forecasting & Predictive Analytics Solutions Service offering for time-series forecasting, demand prediction, price modelling, and predictive maintenance from 96-block electricity market MCP to industrial machine downtime. Includes 9 shipped projects such as GMR MCP forecasting, cement demand forecasting, aluminum price forecasting, and wind turbine failure prediction.
• Generative AI & Conversational AI Solutions Service offering for domain-grounded RAG chatbots, content-generation pipelines, multimodal animation systems, and NLP-powered communications. Includes 7 projects such as Uttarakhand Government, Pharma Bot, Dinotantra, CXO Insights, and CAD data extraction.
• Agentic AI & Cognitive Automation Solutions Service offering for autonomous workflow agents with full audit trails for SLA monitoring, insurance underwriting, hospital administration, and executive decision support. Includes 4 projects for insurance operations, quotation SLA monitoring, and hospital administration.
• MLOps & Data Engineering Cross-cutting service for production pipelines, feature stores, model registries, and CI/CD for ML using Airflow, MLflow, Feast, Great Expectations, FastAPI, Prometheus, and Grafana. Powers all flagship platforms and deployed AI systems.
• AI Strategy & Consulting Advisory service for pre-engagement readiness assessment, AI roadmap development, ROI modelling, and architecture review. Architect-led (not BDR-led) with no sales pitch approach, serving as the typical entry point for new enterprise clients.

Quantifiable outcome

• +15% IVF success uplift, 80%+ prediction accuracy — Garbha platform
• +17 more outcomes

Named customers44 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration8 records

AI capability16 records

Feature14 records

Partnerships

Three partnerships are on record, tiered core.

• NCSI Oman (National Centre for Statistics & Information, Sultanate of Oman)coreStrategic or Co-development PartnerAiSPRY's first-of-its-kind national AI/ML engagement with the National Centre for Statistics & Information of the Sultanate of Oman, applying AI to household income and expenditure survey data across 11 governorates. This is a landmark government AI engagement representing AiSPRY's highest-profile strategic partnership.
• ODP Oman (Oman Data Park)coreStrategic or Co-development PartnerAiSPRY's co-development partner for the HIES AI Platform alongside NCSI Oman. ODP Oman collaborates with AiSPRY to deliver the national statistics AI program for the Sultanate of Oman, providing data infrastructure and local implementation support.
• Rela HospitalcoreStrategic or Co-development PartnerAiSPRY built Garbha — India's pioneering AI for IVF embryo quality prediction — in close collaboration with Rela Hospital. This co-development partnership produced a clinical-grade computer vision platform for embryo grading, achieving +15% IVF success uplift and winning the HYSEA 2025 award. The relationship is ongoing as a reference customer and collaborator.

Scale indicators4 records

Recent moves6 records

Expansion highlights10 records

Direct peers

• Latentview Analytics: LatentView is an India-headquartered data and AI analytics services company serving global enterprises. It overlaps with AiSPRY in forecasting, computer vision, and AI consulting engagements, and serves a similarly enterprise-level customer base across industries.
• Mu Sigma: Mu Sigma is an India-based decision sciences and AI services firm providing data-driven consulting to large enterprises. It is comparable to AiSPRY as an India-anchored AI consulting business focused on production decision-support systems across multiple verticals.
• Tiger Analytics: Tiger Analytics is a US- and India-based AI and advanced analytics consulting firm delivering production AI/ML solutions to Fortune 500 enterprises. It is directly comparable to AiSPRY in business model (project-based custom AI consulting), capability stack (CV, forecasting, GenAI), and enterprise target customer base.
• AbsolutData: AbsolutData is an India- and US-based AI and analytics services firm delivering custom AI/ML solutions for marketing, sales, and operational use cases. It shares AiSPRY's services-led, multi-vertical approach and comparable scale range.
• Fractal Analytics: Fractal is one of India's largest AI analytics services firms, offering production AI, computer vision, forecasting, and decision sciences to global enterprises. It mirrors AiSPRY's consulting-driven AI services model but at substantially greater scale, with multiple productized AI platforms.

Broad incumbents

• Infosys: Infosys is one of India's largest IT services firms with a substantial generative-AI and production-AI practice serving global enterprises. It competes with AiSPRY for enterprise AI consulting deals but at vastly greater scale, offering AI as part of a much broader digital services portfolio.
• Genpact: Genpact is a global professional services and AI firm delivering digital transformation, AI/ML, and process automation to enterprise clients. It competes with AiSPRY in AI-led enterprise transformation but with substantially greater scale, geographic reach, and recurring managed-services revenue.
• TCS (Tata Consultancy Services): TCS is the largest Indian IT services firm with an established AI and cognitive business unit delivering production AI to global enterprises. It overlaps with AiSPRY across AI consulting and vertical AI deployments but competes from a global delivery scale AiSPRY cannot match.
• Wipro: Wipro is a major Indian IT services firm with significant AI/ML capabilities serving global enterprises across industries. It competes with AiSPRY for production AI engagements but offers AI consulting as one component of a much larger IT services portfolio.

Emerging players

• Course5 Intelligence: Course5i is an India-based AI and analytics firm offering custom AI solutions, computer vision, and decision-support platforms to global enterprises. It is comparable to AiSPRY as a mid-sized boutique AI services firm with overlapping capability areas (forecasting, NLP, CV) and similar enterprise target segments.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/aispry

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about AiSPRY