AI Development · Boston, MA
AI that pays for itself, starting with your workflows.
Most AI projects fail because they start with the technology. Ours start at your conference table — going over how work actually gets done today, then applying AI only where it measurably improves efficiency and reduces expenses.
Our approach
Workflow first. Technology second.
Before we recommend anything, we go over your existing workflows step by step — so the AI we build optimizes the business you have, not the one a vendor imagines.
Sit down with your team
We start at your office (or on a call), walking through a normal week with the people who actually do the work. Not a sales pitch — a working session.
Map your existing workflows
Every hand-off, spreadsheet, re-keyed form, and inbox that work flows through gets documented. You get the map even if we never write a line of code.
Find the expensive minutes
We score each step by hours spent, error rates, and cost. The output is a shortlist of automations ranked by payback — not by what's trendy.
Build, measure, expand
We automate the top of the list first, measure the hours and dollars saved, and only then move down the list. Efficiency you can point to on a P&L.
Where AI earns its keep
Common wins we build for clients
Practical automation on models from Anthropic, OpenAI, and open-source — chosen per job, integrated with the systems you already use.
Document processing
Invoices, POs, contracts, and intake forms read, extracted, and entered into your systems automatically — no more re-keying.
Email & inbox triage
Customer requests classified, routed, and drafted for reply, so your team handles exceptions instead of everything.
Knowledge assistants
Chat over your SOPs, policies, and past projects, so answers stop living in one veteran employee's head.
Reporting & summaries
Weekly ops reports, call summaries, and meeting notes generated automatically from the data you already collect.
Process automation
Multi-step workflows across your CRM, accounting, and scheduling tools orchestrated end to end with humans on the exceptions.
Guardrails & privacy
Access controls, data-handling policies, and human review where it matters. Your data stays yours.
Curious what AI could save you?
Book a workflow review. We'll sit down, go over how your business runs today, and show you exactly where the hours and dollars are hiding.
Get in touch →