Applied AI that ships in production, not just a demo
AI & Data
AI & Data is where Tridev applies machine learning and data engineering to real business workflows — evaluated and monitored the way any other production system would be.
Capabilities
What this covers
AI Development
End-to-end AI feature development, from model selection through integration into your product.
Generative AI
Applied generative AI features — content generation, summarization, and structured extraction.
AI Agents
Multi-step AI agents that can take actions across tools, not just answer questions.
Chatbots
Conversational interfaces grounded in your own approved knowledge base, with human handoff built in.
Machine Learning
Custom ML model integration for prediction, classification and recommendation use cases.
Computer Vision
Image and video analysis features — detection, classification, and monitoring use cases.
Data Engineering
Pipelines that move and clean data reliably so AI and analytics features have something trustworthy to work with.
Business Intelligence
Dashboards and reporting that turn operational data into decisions, not just charts.
AI Automation
AI applied to repetitive, judgment-involving tasks that simple rule-based automation can't handle.
RAG Systems
Retrieval-augmented generation architecture so AI answers are grounded in your actual, approved content rather than a static prompt.
How we approach it
Process for this discipline
Use-case definition
Identify where AI genuinely improves an outcome versus where it adds risk without benefit.
Data & architecture
Design the data pipeline and retrieval architecture the AI feature depends on.
Build & evaluate
Implement the feature with evaluation against real examples, not just spot-checking.
Monitor & iterate
Ongoing monitoring for accuracy and drift once the feature is live.
Use cases
Where this shows up
- Customer-facing chatbots grounded in company knowledge
- Internal workflow automation with AI-assisted judgment
- Business intelligence dashboards
- Document/data extraction pipelines
Technology
Built with
Related work
Where we've applied this
Industries
Common in these industries
FAQ
Questions about AI & Data
Discuss your project
Tell us what you're building, and we'll scope how AI & Data fits.