Insights from production

Our primary business is AI optimization apps that work in tandem with Microsoft Dynamics 365 — pricing, warehouse pick-path, demand and inventory, allocation, and contract review beside the ERP, never modifying its core. Behind them sits a production AI engineering practice with four AI products of our own (Paralegent AI, ProspectVox, VectorHire, VORTA), building agent, retrieval and voice systems for enterprises.

We are not an ERP implementer, reseller or systems integrator, and we never step on your partner. They put Dynamics in and keep it running. We build the complementary apps that make the optimal call on top of it — the last mile your ERP records but cannot optimize. Founded in 2019, we also run a separate AI engineering practice building production agent, retrieval and data systems.

Enterprise voice AI for sales automation, AI recruiting platforms, customer support agents, enterprise RAG and GraphRAG systems, agentic workflow automation, and document intelligence pipelines. All production-ready with real-world performance metrics.

For full production systems, we deliver in weeks with production monitoring and support. For staff augmentation, get elite GenAI engineers quickly - pre-vetted and ready to embed with your sprint cadence.

Cognilium AI is headquartered in Lahore, Pakistan and serves enterprise clients across the United States, United Arab Emirates, and Pakistan. All work happens remotely via video calls, Slack, and shared project tooling.

Four production AI products - Paralegent AI for contract review with 11 specialist agents, ProspectVox for voice AI sales, VectorHire for parallel-agent recruiting, and VORTA for 24/7 AI customer support. These products anchor our engineering depth.

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 spans LangChain, OpenAI, RAG, multi-agent systems, and voice AI. No long-term commitment required.

Mudassir Marwat founded Cognilium AI in 2019 and leads it as CEO. The company builds the AI layer above the ERP — the pricing, replenishment, pick-path and contract decisions Dynamics 365 records but never optimises — and operates four AI products of its own, running 37 AI agents in production across three clouds. He works from named outcomes rather than averages: a 97% database-load reduction on a marketplace platform, a material cut in AI running costs through model routing on a contract platform. Top Rated Plus on Upwork, 100% Job Success, zero failed contracts, with clients in the US, UAE and Pakistan.