Tool-using agents for real work. Shipped by senior engineers in Chicago, async-first, fixed-price.
We build tool-using AI agents for Chicago teams replacing manual workflows — research, outreach, document triage, claims processing, and internal ops. Our agents ship with tracing, cost limits, and guardrails that production systems actually need.
Agent stacks we ship on: OpenAI, Anthropic, LangGraph, CrewAI, and custom orchestration. Every agent ships with a replay harness, eval suite, and human-in-the-loop review path — so you can audit every decision an agent makes.
Chicago sits at the intersection of finance, logistics, and enterprise software. Home to Morningstar, Groupon, and a dense trading/fintech cluster, it's one of the most pragmatic, revenue-focused tech ecosystems in the country.
Domain-grounded RAG chatbots with eval harnesses and cost controls.
Tool-using agents for outbound, research, and document work.
Contract, invoice, and claims extraction with vision + structured outputs.
Semantic search with reranking, 2-4x CTR lift on real query logs.
GPT, Claude, Gemini, and open-source model integrations.
Fine-tuned and custom ML for classification, prediction, and scoring.
Search terms people type, matched to products we've built. Nothing on this list is hypothetical — every category here has shipped code.
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Chicago sits at the intersection of finance, logistics, and enterprise software. Home to Morningstar, Groupon, and a dense trading/fintech cluster, it's one of the most pragmatic, revenue-focused tech ecosystems in the country.
We know the fintech and logistics buyers in Chicago. Our roadmaps reflect what local operators actually ship.
Every ai agents project is led by an engineer who has shipped this work in production. No junior delegation.
You know the budget and timeline before engineering starts. Change orders are priced transparently.
We overlap Chicago work hours for standups, demos, and decisions. No overnight timezone drag.
HIPAA, SOC 2, PCI, GDPR - baked in at architecture, not bolted on for audit. We've passed first-attempt audits for clients in your industry.
Every repo, piece of infrastructure, and document is handed off on day one. No proprietary frameworks, no lock-in.
Every engagement runs through the same four-stage pipeline. Predictable by design.
Other services we ship in Chicago, and the same ai agents expertise in other US metros.
Book a discovery call with an engineer who has shipped ai agents projects for Chicago teams. 30 minutes, no deck.