Development
Image Pipeline Optimization
How we run Image Pipeline Optimization: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Expertise
What we build
AI product engineering, SaaS platforms, web and mobile apps, cloud/DevOps, security, ecommerce, and growth SEO — delivered by a squad that demos weekly and writes estimates you can defend.
Directory
All services
126 published capabilities — browse the full catalog below.
Development
PDF Generation Systems
How we run PDF Generation Systems: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Development
Franchise Portals
How we run Franchise Portals: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Development
Partner Portals
How we run Partner Portals: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Development
Field Service Apps
How we run Field Service Apps: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Development
IoT Dashboards
How we run IoT Dashboards: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Development
Fleet Telemetry UI
How we run Fleet Telemetry UI: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Development
Warehouse Apps
How we run Warehouse Apps: discovery sprint → fixed scope or squad → launch checklist with runbooks.
Expertise
Generative AI Development
Engagement model for Generative AI Development: discovery → build → launch → iterate with KPIs.
Expertise
LLM Development
Engagement model for LLM Development: discovery → build → launch → iterate with KPIs.
Expertise
RAG Development
Engagement model for RAG Development: discovery → build → launch → iterate with KPIs.
Expertise
MCP Development
Engagement model for MCP Development: discovery → build → launch → iterate with KPIs.
Product discovery
We ask the awkward questions early: who owns the KPI, what breaks on day one, and what you’re willing to cut. That keeps the architecture honest instead of templated.
You’ll leave discovery with a written plan and execution options — even if you decide to build in-house. We’d rather lose a deal than win with foggy requirements.
AI engineering
We ship AI that reaches production: retrieval, agents, evaluations, and guardrails — not slideware demos that melt under real documents.
What we typically deliver:
Machine learning
- Supervised & unsupervised learning
- Regression & classification models
- Deep learning & neural networks
- Reinforcement learning
Natural language processing
- Semantic search
- Sentiment & entity analysis
- Document intelligence
Computer vision
- Image classification & object detection
- Document processing & data extraction
Large language models
- Retrieval-augmented generation (RAG)
- Custom LLM fine-tuning
- Evaluations (Evals)
- Prompt engineering
- Autonomous & semi-autonomous AI agents
AI agents
Semi-autonomous workflows with human checkpoints where risk is real — support, ops, document work, and internal tools — instrumented so you can see when the model is guessing.
Where agents earn their keep:
- Business & productivity
- Customer support
- Data analysis & analytics
- Data extraction & entry
- Education & training
- Finance, accounting & operations
- Healthcare & life sciences
- Manufacturing & supply chain
- Procurement & logistics
- Software development & QA
Infrastructure & MLOps
Cloud that stays boring: CI/CD, load tests, observability, and cost controls so APIs and models don’t surprise you on the invoice or the pager.
Infrastructure work we own:
- Cloud architecture & design
- CI/CD automation
- DevOps consulting
- MLOps & data pipelines
- Monitoring & observability
- Site reliability engineering (SRE)
Why Shriram IT Ventures?
You’re not buying a logo wall. You’re buying a Greater Noida squad that demos weekly, writes trade-offs down, and stays reachable across US, UK, Gulf, and APAC hours.
Ready to ship something that compounds?
Share your roadmap. We’ll come back with scope options, timeline ranges, and who from Shriram IT Ventures should be in the room.