We go into your business, find exactly where AI can take over, and build the system that does it.
Small businesses don't lose to big competitors on budget — they lose on consistency. We fix that.
Saved per physician per day using AI clinical documentation — time that goes back to patients.
Nuance DAX / Microsoft, 2022Faster contract review when AI handles clause extraction, risk flagging, and cross-referencing.
McKinsey Global InstituteLawyer-hours eliminated annually at JPMorgan using a single AI contract analysis system.
JPMorgan COIN SystemLower inventory holding costs when AI manages demand forecasting and automated replenishment.
McKinsey & Company, 2023Faster time-to-fill when AI screens, scores, and ranks applicants before a recruiter touches them.
LinkedIn Talent Solutions, 2022Saved per marketer per day — briefs, copy, reports, and distribution handled by AI tools.
HubSpot State of AI, 2023Reduction in manual admin work when AI handles lead follow-up, scheduling, and CRM updates.
National Association of Realtors, 2023Less time on data entry and reconciliation when AI handles transaction categorization and matching.
Accenture, 2022
Ben — Forward Deployed Engineer & Founder
Voice pipelines that handle inbound calls and qualify leads. Document intelligence that extracts, routes, and acts on unstructured data. Automated data engines that give operators real-time visibility without a single manual report.
My background is in Forward Deployed Engineering — the discipline of embedding inside client operations to build systems that work in the real world, not a sandbox. I take on a limited number of projects at a time, which means I'm fully inside your business before writing a line of code, and accountable for results long after launch.
Ready to stop burning hours?
Let's build something that lasts.
Most projects start between $2,000 and $10,000 depending on scope. The audit is always free — after that, you get a fixed-price proposal before any work begins. No hourly surprises, no scope creep.
Most systems are live within 2–4 weeks from the audit. Simple automations can be running in days. We don't do multi-month engagements that delay your ROI.
100% custom. No Zapier, no no-code wrappers, no templates adapted from a previous client. Every system is built from scratch around how your business actually operates. That's also why ongoing tuning matters — a custom AI system needs to evolve as your business does, or it starts underperforming within months.
Every system ships with error logging and failure alerts — you'll know before your team does. We offer monthly retainers for ongoing tuning and support — pricing starts at $750/mo and scales with scope.
No. We handle the audit, build, deployment, and handoff documentation. You just need to know your business operations. We handle the rest.
Any business running on repetitive manual work — data entry, follow-ups, reporting, scheduling, document processing. We've built for service businesses, agencies, legal firms, e-commerce, and more.
Tell us what's slowing your team down. In 15 minutes we'll show you exactly where custom AI can take over.