We build AI that works.
AI that scales. AI that matters.
Founded by engineers who've built real products, not just prototypes. We transform ambitious ideas into production-grade AI systems that deliver measurable ROI from day one.
We Turn AI Hype Into Hard-Edged Value
A boutique AI and data-engineering firm delivering production-grade systems that generate ROI from day one.
Founded in 2019, Cognilium AI emerged from a simple observation: while everyone talks about AI transformation, few deliver production systems that actually work. We're the boutique firm that embeds elite Generative AI talent inside growth-minded companies, building secure, scalable systems designed for immediate impact.
We partner with venture-backed startups racing to MVP and enterprises modernizing their infrastructure. Our embedded teams don't just consult—they operate as an extension of yours, transforming fragmented data into intelligent, revenue-driving products.
Unlike firms that stop at research or prototypes, we carry ideas all the way to production. This builder DNA comes from our own journey: we've created VectorHire and Vorta, products now serving thousands of users. We know what it takes to go from zero to one, then scale to millions.
What Sets Us Apart
Our Expertise Spans
Agentic AI Systems
Autonomous agents that think, decide, and act
RAG & LLM Workflows
Context-aware AI with enterprise knowledge
Data Pipelines
Large-scale processing at millisecond speeds
Full-Stack Development
End-to-end product engineering
OUR MISSION
Make Cognilium the trusted name in production-grade, responsible AI for founders, product leaders, and enterprises shaping the future.
Why Choose Cognilium
The difference between traditional agencies and a partner that delivers results.
POCs and endless demos
Production-ready systems from day one
External consultants with handoffs
Embedded teams that work as your own
Months of planning, years to market
MVP in weeks, production in months
Surprise bills and scope creep
Transparent pricing with ROI guarantees
Limited support and knowledge transfer
Full SRE, runbooks, and ongoing optimization
Unclear ROI and business impact
340% average ROI in first quarter
Builder DNA
We've built our own products (VectorHire, Vorta, ProspectVox AI) serving thousands of users
Production Experience
100+ AI systems delivered to production, not just prototypes
Proven ROI
Track record of delivering measurable business outcomes
Global Reach
Teams across North America, Middle East, and South Asia
Ready to Experience the Difference?
Join 100+ enterprises that chose results over promises.
From Frustration to Foundation
The journey that led to Cognilium—from seeing broken promises to building real solutions.
The Journey
Mudassir saw teams drowning in AI demos that never shipped. Endless prototypes, no production value.
Instead of talking, he built. VectorHire and Vorta proved execution beats hype every time.
Founded Cognilium to be the partner teams needed from day one—thinking like a startup, shipping like pros.
100+ global clients, 340% average ROI. We don't just deliver features—we deliver outcomes.
"I started as an engineer obsessed with solving real problems—not just writing code. I kept seeing the same pattern: teams wanted AI, but got slide decks and prototypes that never shipped."
Core Belief
"AI doesn't change the world as an idea—it changes the world in production."
Founder's Note
I started as an engineer obsessed with solving real problems — not just writing code. I kept seeing the same pattern: teams wanted AI, but got slide decks and prototypes that never shipped.
So I built. Products like VectorHire and Vorta proved that execution beats hype.
I founded Cognilium to be the partner I wished more teams had from day one — a team that thinks like a startup, ships like a product company, and scales like an enterprise.
We bring a founder's mindset into every build. We don't just deliver features; we deliver outcomes.
Mudassir Marwat
Founder & CEO
Our Mission
Be the go-to partner for founders and product leaders.
Launch AI products in weeks, not years.
Transform messy data into intelligent, revenue-driving systems.
Build agentic AI that's reliable, explainable, and scalable.
Our Values
Founder's Mindset
We build every system as if it were our own startup.
Execution Over Hype
Real deployments — not endless prototypes.
Reliability at Scale
99.9% uptime, secure infra, cost guardrails.
Client-First
96% satisfaction across 100+ global clients.
Introducing VORTA
Your LLM-powered GenAI assistant that transforms scattered data into actionable insights.
The Problem
As a product manager, you're constantly juggling meetings, tools, and endless streams of information. It feels like searching for a needle in a haystack—or navigating a maze just to find one crucial insight.
The Solution
VORTA brings it all together effortlessly. It's like having a knowledge engine for your entire team—aggregating everything into one unified hub.
Intelligent Search
VORTA doesn't just search—it thinks, reasons, and delivers precise answers.
LLM-Powered
Powered by the LLM of your choice for context-aware responses.
Vector Storage
Organizes and enriches data in vector databases for instant retrieval.
Ask VORTA Anything
Seamless Integrations
Ready to Transform Your Knowledge Management?
VORTA turns scattered data into actionable insights—so you can focus on what matters.
AI-Powered Hiring Pipeline
From job posting to candidate report in minutes — powered by parallel AI agents
Agentic AI Orchestration
Parallel AI Agents
Resume extraction, LinkedIn intelligence, and GitHub analysis run simultaneously
AI Voice Screening
Ultravox-powered interviews with dynamic follow-up questions
Evidence-Backed Reports
Transparent scoring with inline citations from all data sources
Enterprise Ready
ATS integration, full ops visibility, and 24/7 autonomous processing
The VectorHire Pipeline
Create Job
Define role & criteria
Candidate Applies
Resume + LinkedIn/GitHub
AI Data Extraction
Real-timeResume
Skills
Profile
GitHub
Code
AI Evaluation & Matching
AI Interview
Voice + transcript
Hiring Decision
Final report
Agentic Voice Prospecting at Scale
Multi-agent AI system that researches, analyzes, and executes intelligent outbound calls at scale
4 Specialized AI Agents
LinkedIn Intelligence Agent
Analyzes prospect profiles, career history, and recent activities for perfect personalization
Company Research Agent
Deep company analysis to understand business context, pain points, and opportunities
Product Knowledge Agent
Matches perfect solutions to prospects based on their specific needs and profile
Outbound Call Agent
Orchestrates intelligent calls with dynamic scripting and real-time objection handling
ProspectVox AI Multi-Agent System
LinkedIn Intelligence Agent
Profile analysis & personalization
Company Research Agent
Business context & pain points
Product Knowledge Agent
Solution matching & positioning
Outbound Call Agent
Intelligent calling & objection handling
Intelligent Call Outcomes
✓ Qualified
Hot leads
📅 Booked
Meetings
🔄 Follow-up
Scheduled
Global Reach, Startup DNA
We deliver worldwide with teams across North America, the Middle East, and South Asia. From venture-backed startups to enterprises, we partner end-to-end to launch and scale AI products.
Everything You Need to Know About Cognilium AI
Get answers to the most common questions about our company, experience, and approach to AI development.
Ready to build your AI product?
Book a call with our architects and move from idea → launch → scale.