AI Agents & Custom MCPs
Agents that research, reason, use your tools, and move work forward, with clear guardrails and a job worth automating. We also build the custom MCP connections that let them work inside your stack.
Let’s talk
AI systems. Minus the detour.
We design and build agents, automations, and GTM systems for teams that want the leverage of AI, without becoming an AI lab.
Let’s talkFrom one sharp agent to an operating layer for your business.
The best AI system isn’t the one with the most AI. It’s the one your team actually uses.
We start with the business bottleneck, choose the right models and tools, and build only what earns its place. No innovation theatre. No six-month transformation plan. Just useful systems, shipped.
Revenue & GTM Systems
AI-powered prospecting, enrichment, qualification, outreach, and CRM workflows, designed as one system instead of a pile of disconnected tools.
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Workflow Automation & Data
Scraping pipelines, cross-tool automations, reporting flows, and internal systems that remove repetitive work without creating a maintenance headache.
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AI Advisory & Enablement
Practical help choosing models and tools, mapping high-value use cases, and training teams to work effectively with Claude Cowork, Codex, and the next generation of AI-native tools.
Let’s talkSenior thinking. Short loops. Systems that survive contact with reality.
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Find the leverage
We map the work, find where AI creates a real advantage, and define what “working” means before choosing a tool.
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Build the shortest path
We prototype quickly, use proven components where they fit, and custom-build only where it changes the outcome.
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Ship, observe, improve
We put the system into real work, watch how it performs, and tighten it around your team, not a hypothetical user.
Let’s make it
shorter.
Tell us what’s taking too long, falling between tools, or still being done by hand. We’ll tell you where AI can genuinely help.