Next Olive builds computer vision systems that read, count, inspect and recognise: OCR and document extraction, object detection, face and identity verification, defect inspection for manufacturing, video analytics for retail and safety. Deployed on cloud or on-device for real-time performance.
What we deliver
- OCR and intelligent document processing (invoices, KYC, IDs)
- Object detection, tracking and counting
- Face recognition, liveness and identity verification
- Visual inspection and defect detection for factories
- Video analytics for retail, safety and traffic
- Edge deployment on mobile, Jetson and cameras
Why Next Olive
- Models fine-tuned on your data, not just off-the-shelf APIs
- Accuracy targets agreed up front and measured
- Runs where you need it: cloud, on-premise or edge
- Integrates with ERP, MES, CCTV and mobile apps
From proof of concept to production
We start with a two-to-four-week proof of concept on your images or video to validate accuracy, then productionise with data pipelines, retraining, monitoring and an API or app your team can use.
Practical use cases we have delivered
Document and receipt extraction for finance teams, face-recognition attendance, vehicle and number-plate recognition, shelf and inventory analytics, PPE and safety compliance monitoring, and quality inspection on production lines.
Modern stack
PyTorch, TensorFlow, OpenCV, YOLO, Detectron, vision-language models and cloud vision services when they offer the best cost-accuracy trade-off, with ONNX and TensorRT for edge deployment.
Our delivery process
- Discovery: We map goals, users, integrations, and success metrics in a focused workshop.
- Architecture: Solution design, milestone plan, and transparent estimate with clear assumptions.
- Design: UX flows and prototypes validate the experience before full build.
- Agile delivery: Two-week sprints with staging demos and visible backlog progress.
- QA & launch: Testing, UAT, production deployment, documentation, and optional SLA support.
- 2011Founded — 15 years shipping software
- 2000+Products delivered
- 100+Engineers, designers and QA
- 25+Countries served
Computer Vision Development work we have shipped
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Tell us what you are building — we reply within one business day with a scope and estimate.
Discuss your Computer Vision Development projectIndustries we build computer vision development for
Every vertical has its own workflows, integrations and compliance. These are the ones we ship for most often.
- Healthcare
- Telemedicine
- Fintech & banking
- Crypto & trading
- eCommerce & retail
- Food delivery
- On-demand services
- Mobility & taxi
- Logistics & supply chain
- Travel & hospitality
- Real estate
- Education & eLearning
- Social & community
- Fantasy sports
- Sports betting
- Casino & card games
- IoT & smart devices
- Manufacturing & ERP
- Hospitals & clinics
- Startups
- All industries →
Technology stack for computer vision development
- Mobile
- Swift · Kotlin · Flutter · React Native
- Web
- React · Next.js · Angular · Vue.js · TypeScript
- Backend
- Node.js · Python / Django · .NET Core · Laravel · Java Spring Boot
- AI & data
- LLM apps & RAG · LangChain · TensorFlow · PyTorch · OpenCV
- Databases
- PostgreSQL · MySQL · MongoDB · Redis · Elasticsearch
- Cloud & DevOps
- AWS · Azure · Google Cloud · Docker · Kubernetes · GitHub Actions
How we work with you
- Mutual NDA before discovery
- You own the source code and IP
- GDPR- and HIPAA-aware engineering practices
- Milestone-based billing with sprint demos
- Dedicated project manager in US/UK-friendly hours
- Post-launch support and AMC plans
Computer Vision Development cost: indicative ranges
Budgets below are typical for projects we deliver from India with US/UK-facing project management — usually 40–60% below onshore-only agencies. Your fixed-price quote follows a short discovery.
| Engagement | Typical budget | Timeline | What is included |
|---|---|---|---|
| Discovery & clickable prototype | $3,000 – $8,000 | 2–4 weeks | Workshops, user flows, UI prototype, technical plan and fixed-price proposal |
| MVP | $15,000 – $40,000 | 8–14 weeks | Core features, admin panel, one platform or cross-platform build, QA and launch |
| Growth product | $40,000 – $120,000 | 3–6 months | Multi-role apps, integrations, analytics, AI features, scalable cloud architecture |
| Enterprise platform | $120,000+ | 6+ months | Complex workflows, legacy integration, compliance, dedicated squad and SLAs |
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