We've helped enterprise clients go from AI concept → production rapidly. While others build research experiments, we build engineering solutions that actually work.
✓ Strategy consultation ✓ No upfront costs ✓ Scope agreed before work starts
At a glance
Most companies waste significant time building research experiments instead of production systems. Here's what we see every day:
Consequence: Wasted months with no production results
Consequence: System crashes when you need it most
Consequence: Technical debt that blocks deployment
Consequence: Budget gets cut, project gets cancelled
While others deliver prototypes and demos, we deliver production-grade systems that scale, survive real-world chaos, and show outcomes you can measure from the first week.
Not features. Not demos. Real business outcomes with measurable impact.
From Idea to Production Rapidly
Business outcome
Dramatically reduce time-to-market with production-ready AI systems
We don't build demos. We build scalable AI systems for your business that handle real-world chaos, scale spikes, and deliver outcomes measurable against your own baseline.
Results: Faster deployment, significantly better performance
View DetailsTransform Chaos into Competitive Advantage
Business outcome
Dramatically increase data utilization with intelligent pipelines
Turn scattered, messy data into AI-ready assets. Our battle-tested pipelines handle massive volumes daily with resilient architecture.
Results: Major data utilization increase, significant cost savings
View DetailsModernize Everything. Break Nothing. Scale Fast.
Business outcome
Save significantly and accelerate innovation dramatically with complete system modernization
Transform legacy infrastructure into cloud-native, AI-powered platforms. We architect, migrate, and optimize your entire technology stack for modern business demands.
Results: Major cost reduction, dramatic uptime improvement
View DetailsElite AI Engineers Ready to Deploy
Business outcome
Ship much faster with dedicated AI engineering pods
Get a complete AI engineering team that integrates with your workflow. Senior engineers who've built production AI systems at scale.
Results: Much faster shipping, major cost reduction vs hiring
View DetailsFrom Zero to Production-Ready Rapidly
Business outcome
Launch your SaaS much faster with significantly lower costs than traditional agencies
We don't just build MVPs-we architect complete, scalable SaaS platforms. With AI, data engineering, and DevOps expertise in-house, your product ships production-ready from day one.
Results: Competitive MVP pricing, rapid delivery, high-performance capability, production-grade from day one
View DetailsOrchestrated AI Workflows at Enterprise Scale
Business outcome
Major efficiency gains with specialized agents that collaborate autonomously
Move beyond single-agent limitations. Deploy teams of specialized AI agents that coordinate, collaborate, and scale to handle enterprise complexity with built-in guardrails.
Results: Major workflow automation cost reduction, resilient architecture SLA
View DetailsContract Review & Legal Workflows, Automated
Business outcome
Faster contract review and clause analysis with auditable, citation-backed AI
Domain-grounded AI for legal teams: contract review, clause extraction, and document intelligence with evidence-linked outputs your lawyers can verify.
Results: Major reduction in manual review time, fully auditable outputs
View DetailsProduction Agents on AWS Bedrock
Business outcome
Run agent systems on managed infrastructure instead of servers you maintain
Framework-agnostic deployment of production agent systems on AWS Bedrock AgentCore — LangGraph, CrewAI or your own — with session isolation, managed memory and observability built in rather than bolted on.
Results: Managed runtime, no agent infrastructure to operate
View DetailsDeep technical expertise across the entire AI stack. From agentic systems to infrastructure, we deliver enterprise-grade solutions that scale.
Build autonomous AI agents that think, reason, and act independently. Deploy multi-agent systems for complex business processes.
Transform manual processes into intelligent, self-running workflows using LangChain agents with memory and reasoning.
Deploy teams of specialized AI agents that collaborate to handle enterprise-scale complexity.
Custom LLMs with enterprise safety. Fine-tune models, implement guardrails, and optimize with quantization.
Intelligent chatbots that understand your entire knowledge base with perfect accuracy and context.
Data pipelines that understand context. AI-powered ETL with automatic validation and self-healing.
Build connected intelligence with knowledge graphs. Enable complex reasoning across relationships.
Enterprise web scraping at scale. Extract 10M+ data points daily with AI-powered accuracy.
Extract everything: text, images, video. Transform any web content into structured AI-ready data.
Production-ready AI infrastructure on AWS, Azure, or GCP. Auto-scaling with high-availability architecture.
Containerized AI that runs anywhere. Docker + Kubernetes for ultimate portability and scale.
Complete AI systems built for your business from concept to scale. Full-stack engineering with UI, APIs, and infrastructure.
Query databases in plain English. Democratize data access across your entire organization.
Industry-specific AI for marketing automation and financial analysis. Pre-trained on best practices.
Let's discuss your technical requirements and create a custom solution roadmap.
Technology
Manual recruitment processes taking weeks per hire
VectorHire AI recruitment platform
Knowledge Management
Scattered data across multiple systems
VORTA knowledge management system
The ERP records and manages; our apps optimize the decisions inside it — the quote, the price, the stock level, the pick path. We never touch the ERP core, and we never compete with your implementation partner: they own the ERP, we own the decision layer on top.
Pricing, pick-path and slotting, demand and inventory, quoting and contract review — working demos, built on request against your own data.
See the apps →Delivered on Odoo for Dyco Parts, and inside a Dynamics 365 Supply Chain environment for an automotive-parts manufacturer. The patterns extend to SAP environments.
See the lane →Dynamics is your system of record. Cognilium is your system of intelligence.
We do not propose platforms. The standard way in is a scoped four-to-six week pilot on a single workflow, with one explicit success measure agreed before anything is built. No throwaway code: the pilot is the first production slice.
Bring the real workflow — the inbox, the spreadsheet, the document pile. We tell you what would actually move it, and just as plainly when something will not work.
Four to six weeks, scoped to a single workflow with one measurable metric defined up front. Small enough that you can afford to be wrong about it.
The pilot's measured result justifies the next phase, or tells us both to stop. Every later phase is a separate conversation, had against evidence.
We do not publish an average efficiency percentage, because ours would be a guess about your operation. Here is the arithmetic instead — every value in it is yours.
One times two times three, minus four, is your annual figure. If step three is where you get stuck, that is the right instinct — it is the one input nobody can give you from outside your own data, and it is exactly what a pilot is for.
We're so confident in our approach, we'll audit your current AI strategy and show you exactly how to get to production.
Success measures are agreed in writing before any work begins.
Complete analysis of your current AI capabilities and roadmap.
Start with a 4-week pilot to prove ROI before full commitment.
Limited Availability
Pilot Program: Limited spots available
Early adopters receive preferential pricing and extended support
✓ Strategy session ✓ Custom AI roadmap ✓ ROI projections ✓ No sales pitch
It is real work and it is where our four products came from. But what Cognilium leads with is narrower: optimization apps that run in tandem with Microsoft Dynamics 365, computing the decisions the ERP records but does not derive — the optimal price, the optimal pick path, the optimal stock level. See the optimization apps · How we build inside the ERP.