Build
Design and develop AI systems around real business workflows.
AI ENGINEERING · AI EVALUATION · AI DATA
Build, Evaluate & Scale AI Systems
AlgoriumAI helps organizations turn AI opportunities into reliable systems—from AI agents and LLM applications to model evaluation, human feedback, and production-ready data operations.
5+Years Industry Experience
30+AI Projects Delivered
10+Countries With Global Clients
10+Languages Supported
Build
AI agents, LLM applications, RAG, automation and enterprise AI.
Evaluate
LLM evaluation, AI agent testing, benchmarking, QA and human feedback.
Data
Data collection, video/image annotation, RLHF and human-in-the-loop AI operations.
- AI Engineering
- AI Evaluation
- AI Data Operations
- Human-in-the-Loop
- Enterprise AI
The Problem
AI is easy to demonstrate. Making it reliable is harder.
Moving from an AI prototype to a system that people can actually depend on requires more than a model.
It requires the right architecture, reliable data, rigorous evaluation, quality assurance, secure integrations, and continuous improvement.
That's where AlgoriumAI comes in.
Evaluate
Measure whether models and agents perform reliably against defined requirements.
Scale
Build the data, engineering and human-in-the-loop capabilities required to move from pilot to production.
What We Do
AI Engineering · AI Evaluation · AI Data Operations
Build AI
Design and develop intelligent systems around your business workflows.
Explore AI EngineeringEvaluate AI
Know whether your AI actually works before putting it into production.
Explore AI EvaluationPower AI With Data
Build the high-quality data and human feedback required for modern AI systems.
Explore AI Data
Industries
AI solutions for real-world domains
We combine domain understanding, engineering, data and evaluation to build solutions around real operational problems.
Financial Services
AI automation, document intelligence, intelligent workflows, AI assistants and evaluation.
Healthcare
AI data preparation, document workflows, evaluation and human-in-the-loop systems.
Robotics & Computer Vision
Video data collection, human activity data, image/video annotation and multimodal AI evaluation.
Enterprise
AI agents, RAG, workflow automation, knowledge systems and enterprise integrations.
Education & STEM
Mathematical reasoning, STEM data, AI evaluation and specialized human feedback.
Retail & E-commerce
Customer automation, product intelligence, conversational AI and intelligent workflows.
Specialized AI Data & Evaluation
Specialized AI Data & Evaluation
Mathematics & STEM
Specialized mathematical reasoning and evaluation workflows for AI systems, including problem solving, solution validation, structured explanations and STEM-focused model evaluation.
Human Activity & Video Data
Structured collection and annotation of real-world human activity and household video data for computer vision and multimodal AI workflows.
LLM & Agent Evaluation
Human-in-the-loop evaluation designed to measure reasoning, instruction following, factuality, task completion and agent behavior.
What We Can Build
Solution Blueprints
Representative systems we design and deliver — not client case studies.
AI Customer Support Agent
An AI agent that understands customer requests, retrieves relevant information, performs defined actions and escalates complex cases to human teams.
Technologies: LLM · RAG · APIs · Agent Orchestration
Enterprise Knowledge Assistant
An AI assistant that retrieves information from internal business knowledge and helps employees find relevant answers faster.
Technologies: RAG · Vector Search · LLM · Access Control
AI Evaluation Pipeline
A structured evaluation workflow that tests AI responses against defined quality criteria and produces measurable results.
Technologies: LLMs · Evaluation Frameworks · Human Review · Analytics
Video Data Pipeline
A workflow for collecting, organizing, annotating and quality-checking video data for AI and computer vision applications.
Technologies: Video Data · Annotation · QA · Data Operations
How We Work
From AI idea to measurable outcome
- 01
Discover
Understand your business problem, users, workflows and data.
- 02
Define
Establish solution architecture, success metrics and evaluation criteria.
- 03
Build
Develop the AI system, data workflow or evaluation framework.
- 04
Evaluate
Test quality, reliability, accuracy, safety and performance.
- 05
Deploy
Integrate with your existing technology environment.
- 06
Improve
Monitor results, incorporate feedback and continuously improve the system.
Why AlgoriumAI
Built for teams that need AI to work
Engineering-first
We focus on practical, production-oriented AI systems rather than technology demonstrations alone.
Human + AI
We combine automation with human evaluation and quality control where human judgment matters.
Model-agnostic
We select models and technologies based on the project's requirements rather than forcing every problem into one stack.
Flexible delivery
Engage us for a defined project, dedicated specialists, or an ongoing AI delivery requirement.
Quality-focused
Structured QA, evaluation and review processes help ensure that deliverables meet defined requirements.
Direct collaboration
Work directly with an experienced AI delivery team throughout the engagement.
Security & Responsible AI
Security & Responsible AI
AI systems often work with sensitive business information. We design projects with security, access control and responsible data handling in mind.
Secure Data Handling
Controlled access to project data and environments.
Access Control
Access is managed according to project roles and requirements.
Data Protection
Appropriate secure transfer and data-handling practices based on project requirements.
Responsible AI
Evaluation and human review designed around the specific risks and requirements of each use case.
Security, privacy and compliance requirements can be discussed during project discovery and onboarding.
Project Experience
Representative AI Workflows
Household Video Data
Focus: Real-world human activity video collection and annotation.
LLM Evaluation
Focus: Structured evaluation of AI-generated responses.
Mathematical AI Evaluation
Focus: Mathematical problem solving and validation.
AI Engineering
Focus: AI-powered applications and workflow automation.
Selected client work may be subject to confidentiality. Additional project details can be shared where permitted.
Technology
Technology that fits the problem
AI Models
AI Engineering
AI Systems
Data
Cloud & Deployment
Our technology choices depend on the project's requirements. We consider quality, cost, latency, security and maintainability when selecting the appropriate technology stack.
About Us
Built by AI Practitioners
Our Story
AlgoriumAI was founded to help organizations turn AI capability into practical systems, reliable data and measurable outcomes.
We combine AI engineering, data operations, quality assurance and human evaluation to support organizations across the AI development lifecycle.
What We Believe
- Build for the real world.
- Measure before claiming.
- Use humans where human judgment matters.
- Keep systems maintainable.
- Earn trust through execution.
Leadership Team
The people behind AlgoriumAI
Shankar Puri
Founder & CEO
Indian Institute of Technology (IIT) Guwahati (Turing)
“I believe artificial intelligence should solve real business challenges—not just showcase technology. At AlgoriumAI, our mission is to build practical, scalable, and trustworthy AI solutions that create measurable impact for organizations worldwide.”
Gaganpreet Singh Dhillon
Co-Founder
Chandigarh University (Turing)
“Innovation begins with understanding people and their challenges. At AlgoriumAI, we focus on transforming ideas into intelligent AI solutions that help businesses work smarter, grow faster, and embrace the future with confidence.”
Contact
Let's discuss your AI project
Tell us what you're trying to build, evaluate or scale. We'll review your requirements and come back with a practical next step.