Scope and technical decisions
Define use case, users, data sources and sensitivity, accuracy or quality measure, latency and volume, model or hosting constraints, retrieval, integrations, review and escalation.
AI Platforms & Services
AI development platforms, document processing, OCR, chat and analytics capability deployed on cloud or on-premise infrastructure.
Key features
- Development and model-serving platforms
- Document processing and OCR
- Chat and customer-service assistants
- Analytics and forecasting
- On-premise deployment where data cannot leave
Applications
- Document and records automation
- Customer service assistance
- Analytics and decision support
- Process automation
Brands available for procurement
- NVIDIA
- Microsoft Azure AI
- Google Cloud AI
- AWS
- Hugging Face
Brands are listed to describe procurement scope. Duara Group does not claim authorised reseller status, partnership or distribution rights unless stated in writing. Availability and specification are confirmed per inquiry.
Planning AI Platforms & Services
AI-platform work should begin with a measurable task, representative data and a human decision boundary. Model access alone does not make a production service.
Deployment and acceptance
Prepare and govern data, build a limited evaluation, test failure modes and security, integrate the approved workflow, train users and stage deployment with monitoring.
Operations, maintenance and support
Track output quality, cost, latency, drift, unsafe or incorrect results, user feedback, access and data handling. Establish versioning and rollback for prompts, models and pipelines.
What to send for a scoped quotation
Send the business task and current baseline, users, data and permissions, sample inputs and desired outputs, volume, integrations, quality threshold, risk controls, deployment and support scope.
Industries served
- Corporate and enterprise
- Government and public sector
- NGOs and development programmes
- Healthcare organisations
- Education institutions
- Retail and manufacturing
Duara Technology at a glance
Duara Technology delivers end-to-end technology solutions for businesses, governments, NGOs, healthcare organisations, educational institutions, retailers, manufacturers and other enterprise clients - from hardware and networks through to software, cloud and payment platforms. Supply is inquiry-based: specification, quantity and deployment requirements are confirmed before quotation.
Frequently asked questions
Who is AI Platforms & Services suitable for?
AI-platform work should begin with a measurable task, representative data and a human decision boundary. Model access alone does not make a production service.
What technical information is needed to plan AI Platforms & Services?
Define use case, users, data sources and sensitivity, accuracy or quality measure, latency and volume, model or hosting constraints, retrieval, integrations, review and escalation.
What should deployment and handover cover?
Prepare and govern data, build a limited evaluation, test failure modes and security, integrate the approved workflow, train users and stage deployment with monitoring.
What information is needed for a quotation?
Send the business task and current baseline, users, data and permissions, sample inputs and desired outputs, volume, integrations, quality threshold, risk controls, deployment and support scope.
Related technology
Request AI Platforms & Services
Tell us the specification, quantity and destination and our sourcing team will come back with availability and a quotation.