Production AI for
ERP & Operations

AI-engineered systems that optimize operations, automate workflows and deliver measurable business outcomes. Built to ship in weeks. Built to perform every day.

Trusted by 15+ enterprises

Enterprise Grade
Security First
Founded 2019

Trusted by enterprises.
Built on leading platforms.

ERP & Business Platforms

Microsoft
Dynamics 365
SAP

Cloud & Infrastructure

AzureMicrosoft AzureAmazon Web Services

Trusted Globally

100+

Projects Delivered

Since 2019

96%

Client Satisfaction

Long-term Partnership

SOC 2 · ISO 27001

Security & Compliance

Aligned

Our focus right now

Half the job is walking

In most warehouses, roughly half of picking time is spent walking rather than picking. That walking is driven by placement decisions made years ago and never revisited. We read your order history, tell you what to move and what each move is worth, and push the changes into the system you already run. Your team just picks.

Warehouse travel before and after placement is derived from order historyTwo warehouse grids side by side. On the left, the items on a single order sit far apart and the picker path crosses the building several times. On the right, the same order is filled from items placed close together near the packing station, and the path is short.Placement todayPackPlacement from order historyPack

What brings you here?

Adding AI to our ERP

For operations and IT leaders on Microsoft Dynamics 365 or SAP who want AI built into the system they already run, not a separate tool their team has to learn. Warehouse pick optimization, computer vision that fixes inventory location accuracy, and knowledge assistants over your documents and training videos.

Explore ERP AI

Building an AI product

For founders and product teams who need production AI shipped fast and hardened to scale. Multi-agent systems, retrieval and search over your documents and data, voice AI, and the data pipelines and cloud foundations to run them.

Explore AI systems

Production AI Systems, and AI Inside Microsoft Dynamics 365 and SAP

Cognilium AI builds production AI systems, and builds AI directly inside the ERP you already run, Microsoft Dynamics 365 and SAP. Our current focus is warehouse pick optimization: reading your order history to work out where inventory should live, so your team walks less. Founded in 2019, we have delivered 100+ AI projects and run 4 AI products in production: Paralegent AI for contract review, ProspectVox for voice sales, VectorHire for recruiting, and VORTA for customer support.

What we do

From AI Development to Full-Stack Systems

From AI development to full-stack solutions - we build enterprise-grade systems that scale

  • ERP AI

    AI built inside Microsoft Dynamics 365 and SAP. Pick optimization, vision to ERP, knowledge assistants.

    • Dynamics 365 F&O
    • SAP Integration
    • Pick Optimization

    Azure-native

  • Generative AI & RAG Apps

    Conversational bots, support agents, domain-tuned models with your data (RAG, LangChain)

    • RAG Implementation
    • Custom Training
    • API Integration

    Production-ready

  • AI SaaS MVPs

    We turn ideas into full-stack SaaS apps (React + Django, MERN, etc.) in 4–6 weeks

    • Full-Stack Dev
    • AI Integration
    • Deployment

    4-6 Weeks

  • Data Engineering & AI Pipelines

    Vector DBs, embeddings, OpenSearch, Glue, BigQuery - we automate it all

    • Vector DBs
    • ETL Pipelines
    • Real-time Processing

    High Uptime

  • Cloud & DevOps for AI

    Kubernetes, Docker, GitHub Actions, CI/CD pipelines for AI workloads

    • Auto-scaling
    • CI/CD Setup
    • Monitoring

    Auto-scaling

  • Web Scraping at Scale

    50+ cloud VMs scraping millions of product and price points daily

    • 50+ VMs
    • Anti-bot Protection
    • Real-time Data

    50M+ Data Points

  • AI Consulting & Strategy

    Strategic AI implementation planning, technology roadmaps, and executive advisory services

    • Strategy Planning
    • Technology Roadmap
    • Executive Advisory

    C-Suite Focused

Why choose us

Why Teams Love Working with Cognilium AI

Your extended AI engineering team - delivering production-ready AI systems, not prototypes.

  • Speed & Engineering Discipline

    MVPs in weeks, not quarters

  • AI That Performs

    Scalable infra, no black-box spaghetti code

  • Global Trust

    Enterprises served across the US, UAE, and Pakistan

  • Open-Source Friendly

    Reduce cost by using open LLMs, Whisper, LangChain

  • Founder-led Attention

    You work directly with top engineers & PMs

Trusted by Enterprise Teams on Upwork & Clutch

Muhammad M. — Upwork profile photo

Muhammad M.

Lahore, Pakistan

Available now

100% Job SuccessTop Rated Plus
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Cognilium AI

Cognilium AI

Min project size $5,000+

Service lines

  • Cloud Consulting & SI30%
  • Generative AI25%
  • Enterprise App Modernization20%
  • BI & Big Data Consulting & SI15%
  • DevOps Managed Services10%
Clutch profileView Clutch Profile

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, and production-ready AI.

AI Talent

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.

  • LangChain, RAG, OpenAI, LLaMA, and Gemini expertise
  • Shipped real products, not just tutorials
  • Production-ready GenAI implementation
LangChainSparkAIOpenAI
Talk to our Experts

4 AI Products We Engineered from Zero to Production

These products prove our engineering depth. We build the same for you.

Our products

Paralegent AI

AI-powered contract review inside Microsoft Word, identifying risks based on your company's rules.

11 AI Specialists12 Legal Categories2-8 Min Reviews
Learn more

Step 1 · Outlook booking

Output

A 30-minute call with an engineer who has shipped this work, not a sales rep.

Step 2 · Straight answers

Output

Bring the stack, the constraints and the parts you are unsure about. You get straight answers, including where we think the idea is wrong.

Step 3 · Dynamics 365 & SAP

Output

We agree what is in, what is out, and whether this needs one engineer or a full squad.

Step 4 · LangChain, OpenAI, Claude

Output

An architecture you own: the models, the data flow and the integration points into the systems you already run.

Step 5 · AWS, Azure, Kubernetes

Output

Engineers embed with your team and ship to production in your stack and your sprint cadence.

Ready to Transform Your AI Vision Into Reality?

Whether you need 1 engineer or a full AI squad - we're ready. Let's discuss your project and see how we can accelerate your GenAI development.

Frequently Asked Questions

Why Do Enterprise Teams Choose Cognilium?

Learn about our proven track record, client results, and expertise from real enterprise AI projects.

How does Cognilium AI work?

We're an AI engineering company that builds custom AI systems for enterprises. Our approach combines proven AI products (ProspectVox, VectorHire, VORTA) with custom solutions. We deploy production-ready AI using our pre-built frameworks and expert team.

What's the ROI of working with Cognilium?

Our clients achieve strong ROI through AI automation that replaces expensive manual processes. Get significantly better outcomes at lower cost. We guarantee rapid deployment with measurable results from day one.

How is Cognilium different from other AI companies?

We replace entire human teams, not just assist them. Founded in 2019, we've built production-grade AI for global enterprises. Our flagship products prove our capability, while our custom solutions showcase our engineering depth.

What kind of AI systems does Cognilium build?

We specialize in enterprise AI systems: voice AI for sales automation, AI recruiting platforms, customer support, enterprise RAG search systems, agentic workflow automation, and advanced web scraping solutions. All production-ready with real-world performance metrics.

How quickly can Cognilium deploy AI systems?

For full production systems, we deliver in weeks with high uptime SLA. For staff augmentation, get elite GenAI engineers quickly - skip lengthy hiring cycles. Our pre-vetted AI talent is ready to embed with your sprint cadence.

Where is Cognilium AI located?

Cognilium AI is headquartered in Lahore, Pakistan. We serve enterprise clients across the United States, United Arab Emirates, and Pakistan. All work is done remotely via video calls, Slack, and project management tools.

What products has Cognilium built?

We built 4 production AI products: Paralegent AI for contract review with 11 AI specialists, ProspectVox for voice AI sales with 4 agents, VectorHire for AI recruiting with parallel screening agents, and VORTA for 24/7 AI customer support. These products prove our engineering depth.

Can Cognilium augment my existing engineering team?

Yes. We provide pre-vetted senior GenAI engineers who embed with your team within 48-72 hours. They work in your sprint cadence, your stack, your tools. Expertise includes LangChain, OpenAI, RAG, multi-agent systems, and voice AI. No long-term commitments required.

What technology stack does Cognilium use?

We use production-proven technology: LLMs (GPT-4, Claude, Llama, Mistral), vector databases (Pinecone, Weaviate, Qdrant, pgvector), orchestration frameworks (LangGraph, CrewAI, LlamaIndex), and cloud infrastructure (AWS, Azure, GCP). All with proper monitoring, testing, and deployment pipelines.

Who is the founder of Cognilium AI?

Mudassir Marwat is the Founder and CEO of Cognilium AI. He has nearly a decade of experience in AI product development, specializing in agentic AI, RAG architectures, and enterprise AI implementation. He personally oversees all client engagements.

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