AI Development in Chicago - Illinois | Orbilon Tech
Chicago Has 85 AI Companies, $1.6 Billion in Funding, and Argonne Running Quantum AI — This Market Doesn't Wait
Chicago isn’t experimenting with AI — it’s building AI companies that go public. Tempus AI, the precision medicine company headquartered here, went public on Nasdaq in 2024 with a $6 billion valuation and over 350 petabytes of clinical data powering its AI platform. FourKites has raised $243 million, building AI-powered supply chain visibility for enterprises worldwide. Prenosis secured $40 million for its FDA-authorized AI sepsis detection tool. Bellagent launched in 2025 as an enterprise AI agent platform connecting to over 1,300 applications.
ModelOp raised $10 million for AI governance solutions, helping enterprises manage generative AI at scale. In total, 85 active AI companies in Chicago have collectively raised $1.61 billion in funding. And backing it all are Argonne National Laboratory and Fermilab — both received $125 million each for quantum science research, anchoring one of the most advanced AI and computing ecosystems on the planet.
Orbilon Technologies delivers AI development in Chicago for businesses ready to join this ecosystem — LLM integrations, machine learning models, intelligent chatbots, predictive analytics, and autonomous AI agents built to integrate with your existing platforms and produce measurable results.
We Build AI That Ships in Weeks — Not AI That Lives in a Slide Deck for Months
Chicago moves fast. Your Series A investor wants to see traction. Your enterprise client wants the integration to be live by Q3. Your operations team needs the automation running before peak season. We don’t spend three months on discovery phases and architecture documents before writing code. We scope aggressively, prototype quickly, and put a working system in your hands within the first sprint cycle. Then we iterate based on what real data reveals — not what assumptions predicted.
Our Clutch profile rating from verified reviews reflects this velocity. Our engineering team operates from Pakistan on US Central Time. Your dedicated AI engineers are on Slack or Teams during Chicago business hours. Sprint demos happen live, on your schedule, with working systems you can test — not presentations about systems we plan to build someday.
What Makes Chicago's AI Market Different From Every Other Tech Hub
Chicago is a place for artificial intelligence because it has something that other cities do not have. It is close to the industries that artificial intelligence helps.
- Understanding this is important for building intelligence that actually works in Chicago:
- Chicago has the information that artificial intelligence needs.
- Tempus has a library of clinical and molecular information in Chicago.
- FourKites looks at supply chain information from every freight route in North America.
- The thirty big companies in Chicago have a lot of information that most artificial intelligence companies do not have.
- If your artificial intelligence product needs information from the world about healthcare, logistics, money, or insurance. Chicago has it.
- Chicago has the people who will buy intelligence products.
- Artificial intelligence products are sold when big companies buy them.
- This means that the first ten big companies that buy your intelligence product could be very close to your office.
- Being close to the people who make decisions helps to sell things and get feedback faster.
- Chicago has the things it needs to do research.
- Argonne National Laboratory and Fermilab are researching intelligence and quantum computing.
- The University of Chicago and other schools are making intelligent talent and research that helps the artificial intelligence companies.
- PsiQuantum is building a place in Chicago with a lot of money.
- Chicago is also cheaper.
- Office space in Chicago is cheaper than in Manhattan.
- This means that a new company in Chicago can do more with its money. It can try things and have more time to make its product work.
What this means for your intelligence project:
If you build your artificial intelligence product in Chicago, you will get information from big companies, you will get people who will buy your product, you will get to work with great research partners, and you will get to have a good budget.
That is what it is, like to work on artificial intelligence in Chicago. It is not just doing what worked in Silicon Valley.
Our AI and Machine Learning Stack
We don’t pick our tools just because they’re popular, but rather align them with your project requirements.
- Our selection of tools for LLM and NLP includes OpenAI API, Anthropic Claude, LangChain, and fine-tuned custom models.
- Our machine learning toolset comprises TensorFlow, PyTorch, scikit-learn, and XGBoost. For data pipelines, we mainly use Python, Apache Airflow, Pandas, and custom ETL workflows.
- In case of vector databases and RAG, our preferred ones are Pinecone, Weaviate, ChromaDB, and pgvector.
- Speaking about deployment and MLOps, we have experienced using AWS SageMaker, Azure ML Docker Kubernetes, and CI/CD pipelines.
- To integrate, we mainly work with Salesforce, HubSpot, Slack, Twilio, Stripe, and custom APIs.
Even an AI development company in Chicago like us can make almost any project a reality, starting from a startup MVP with a single LLM endpoint and moving on to a complex enterprise system with millions of records processed by custom-trained models, monitoring dashboards, and compliance logging.
AI and Software Services for Chicago's Economy
Chicago has a lot of industries like fintech, healthtech, logistics, insurance, SaaS, manufacturing, and a huge AI startup ecosystem that is worth 1.61 billion dollars. Each of these industries has its unique needs when it comes to AI.
Here are some of the things that are needed for AI in these industries:
- AI Development & Integration: This is where we build AI systems that can understand language, see things, and make predictions. We also need to make sure these systems are transparent and can be audited.
- Agentive AI Apps: These are like robots that can do lots of tasks on their own, like looking at documents, scoring leads, and making sure everything is compliant. We also need to make sure humans are involved in the process, especially in industries that are heavily regulated.
- Web Development: We build websites that use AI to make search smarter, personalize content, and automate tasks. We use React and Node.js to do this.
- Mobile App Development: We create apps that use AI to make recommendations and have smart interfaces that people can use easily.
- E-commerce Development: We build shopping platforms that use AI to recommend products, predict demand, and set prices. We also help companies understand their customers better.
- Custom CRM Development: We build CRM systems that use AI to score leads, predict when customers might leave, and analyze how customers feel. We make sure these systems are tailored to the way businesses in Chicago sell to businesses.
- SaaS Product Development: We build software platforms that use AI as the engine. These platforms are designed to grow, which is what startups in Chicago need.
- UI/UX Design: We design interfaces that make AI seem trustworthy. We do this by showing confidence scores, explaining things clearly, and making workflows that’re easy for non-technical people to use.
- Cloud Infrastructure / DevOps: We use clouds like AWS or Azure to build and run AI models. We make sure these models are up-to-date and that we are using the amount of resources so we do not waste money.
Chicago’s AI startup ecosystem is really important. We need to make sure we are using AI in the best way possible.
Our AI Engineering in Practice
We don’t claim these were built for Chicago clients. What they demonstrate is our AI architecture standards — the production quality and real-world readiness that any AI development in Chicago should deliver:
- Rep360 AI — AI Sales Automation Bot: An intelligent system integrated with GoHighLevel that qualifies leads, automates follow-up conversations, and routes prospects to the right rep. What this shows: we build AI that plugs into existing business tools and runs autonomously — the kind of sales workflow automation Chicago’s B2B SaaS companies and professional services firms deploy to scale their pipeline without adding headcount.
- PromptBatch — Batch AI Processing Platform: A SaaS web app for running AI prompts at scale with built-in cost tracking and usage analytics. Cloud-native architecture with clean API design. What this shows: we build AI tooling with enterprise-grade cost controls and observability — critical for Chicago organizations managing AI budgets across departments.
Work Highlights
Some of our best works from many
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