Build AI That Actually Works
From concept to production in weeks, not years. We build enterprise AI systems that scale, integrate seamlessly, and deliver measurable ROI from day one.
How Does Cognilium Build AI That Actually Works?
Cognilium is a boutique staff augmentation and engineering firm focused 100% on Agentic GenAI, LLM-powered data systems, and production-ready AI software.
Elite Agentic GenAI Engineers
Experts in LangChain, RAG, OpenAI, LLaMA, and Gemini — we don't just know the tools, we've shipped real products with them.
LLM-Powered Data Engineering Done Right
We architect pipelines using OpenSearch, Pinecone, Weaviate — turning messy data into structured gold.
700% increase in unstructured data utilization
Clients came to us with chaotic internal data — we built LLM pipelines that made it usable, searchable, and monetizable
LLM-based pipelines running in production
Not pilots. Not POCs. Real products in production, used daily.
96% client satisfaction rate
Speed + technical excellence + deep product empathy. That's why teams come back.
Engineers ready now — no hiring lag
Avoid 2-month recruiting cycles. Plug in pre-vetted, GenAI-ready engineers today.
What We Do
From AI development to full-stack solutions — we build enterprise-grade systems that scale
What Results Can Your AI Hiring Pipeline Achieve?
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
We Don't Just Talk AI — We Deploy It.
Real projects, real results. See how we've transformed AI ideas into production systems that scale and deliver business value.
AI Engineering — From Ingestion to Deployment
We handle the complete AI lifecycle: data pipelines, model training, API development, and production deployment. Real engineering for real-world AI.
Multi-agentic GenAI apps that automate tedious documentation and approval tasks.
Staff augmentation (LLM-native engineers + agents experts)
LLM-backed ingestion + transformation + retrieval systems
Agentic workflows for compliance, support, search, pricing
SaaS apps powered by GenAI (React + Python/Django)
50+ server scraping network, clean data to S3/OpenSearch
Why Do Most AI Projects Fail to Reach Production?
Most AI projects fail because they're built like research experiments. We build like engineers — scalable, maintainable, business-aligned.
What Results Can Your AI Project Achieve?
increase in unstructured data utilization via LLM-powered pipelines
Launched production-grade AI agents trained on proprietary enterprise data
Deployed real-time product data engines using 50+ scraping servers
Built MVPs for startups with millions in ARR and MRR growth
AI Voice & Workflow Automation
Multi-agent AI system that researches, analyzes, and executes intelligent outbound calls at scale
Agentic Voice Prospecting System
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
VORTA Knowledge Management
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.
Why Teams Love Working with Cognilium AI
We're not just another AI consultancy. We're your extended engineering team that delivers production-ready AI solutions.
Speed & Engineering Discipline
MVPs in weeks, not quarters
Our team has shipped real products, so we know what works and what doesn't. No black-box spaghetti code.
AI That Performs
Scalable infra, no black-box spaghetti code
We build production-ready systems with proper monitoring, testing, and deployment pipelines.
Global Trust
100+ enterprises served from the US, Mexico, UAE, Pakistan
We've successfully delivered projects across different time zones and cultural contexts.
Open-Source Friendly
Reduce cost by using open LLMs, Whisper, LangChain
We leverage the best open-source tools to keep costs down while maintaining high quality.
Founder-led Attention
You work directly with top engineers & PMs
No middle management overhead. You get direct access to the people building your product.
What Our Clients Say
Don't just take our word for it. Here's what teams say about working with Cognilium AI.
"Muhammad and his team exceeded expectations. Excellent SaaS architects who guided our team and solved all issues."
Client CEO
MERN Agentic Platform
Enterprise Client
"Outstanding job optimizing our data pipeline… deep expertise in Spark, AWS EMR, Glue, and Redshift."
Technical Director
Data Pipeline Architect
Tech Company
"Cognilium AI provided scalable architecture, AWS service selection, and strategic advisory on distributed scraping systems."
Platform CTO
Fractional CTO/AWS Consultant
Startup
"Designed a scalable RAG pipeline for real-time search, re-architected ERP workflows, and shipped ahead of schedule."
Manufacturing VP
GenAI Consultant
Manufacturing Company
"Delivered efficiently, vast expertise in AWS, MERN stack, and Elasticsearch."
Tech Lead
Full Stack Development
E-commerce Platform
"Professional, provides constructive feedback, superb communication."
Project Manager
Bot Integration Specialist
Technology Firm
Why Do Enterprise Teams Choose Cognilium?
Learn about our proven track record, client results, and expertise from real enterprise AI projects.
Let's Co-Build Your AI Future
That Wins
Whether you need 1 engineer or a full AI squad — we're ready.
You've seen the stack. You've seen the impact. Now see what happens when your GenAI product is built by people who've done it before.
Schedule a FREE audit call to:
Identify use cases for GenAI in your business
Discover high-ROI opportunities tailored to your industry
Review your current architecture
Get expert feedback on scalability and performance
Get matched with AI-native engineers
Meet the exact experts who'll build your solution