AI operations, embedded in your company

Add a second shift.Not a second payroll.

Most companies have handed their teams AI tools. Very few have redesigned the work around them. We embed a small team of engineers and operators inside your business, go department by department, and build the systems that take the manual work off your people's plates.

Book a 30-minute working session No deck. We'll ask how your business runs and tell you where the first ninety days of lift is.
2
01Why now

AI is everywhere.
The leverage isn't.

Your team · day shift
Second Shift
Match invoices to purchase ordersFINANCE
Draft quote for inbound leadSALES
Triage overnight support ticketsSUPPORT
Chase vendor for delivery ETAOPERATIONS
Update CRM after every callSALES

Most teams use AI to draft an email or answer a question. Useful, but a long way from changing how the business runs. The real gains show up when AI is built into the workflow itself: reading the inputs, applying your rules, moving information between systems, finishing the routine work, and handing a person only the exceptions.

Those opportunities are specific to your company and rarely fit inside another piece of software. The people closest to the work don't have the time or the tools to rebuild it, and if you have engineers, they have a roadmap. So the manual work stays, and the lift everyone was promised never shows up. That's the gap we close.

02How it works

First system live in thirty days. Real operating change in ninety.

FIND THE WORKWEEKS 1–2
01

We find the work.

We sit with each department and map the recurring work, the broken handoffs, and the gaps between your tools. Every opportunity gets ranked by time saved, dollar impact, complexity, and risk.

PROVE THE LIFTWEEKS 3–12
02

We prove the lift.

We build the highest-return systems inside the tools your team already uses. The first workflow goes live inside thirty days, then a steady sequence of releases through the first ninety.

COMPOUND ITMONTH TO MONTH
03

We compound it.

We keep the systems running, improve them as the business changes, and work down the list. Your team is trained along the way, and you own everything we build: the code, the documentation, and the know-how.

Where the lift usually is
Invoice intake FINANCE Reconciliation FINANCE Collections follow-up FINANCE Monthly reporting packs FINANCE Order entry OPERATIONS Vendor follow-up OPERATIONS Job tracking OPERATIONS Customer status updates OPERATIONS Account research SALES Quote generation SALES CRM administration SALES Follow-up sequences SALES Ticket triage SUPPORT First-draft responses SUPPORT Escalation summaries SUPPORT Onboarding checklists PEOPLE Document collection PEOPLE Recurring admin PEOPLE Invoice intake FINANCE Reconciliation FINANCE Collections follow-up FINANCE Monthly reporting packs FINANCE Order entry OPERATIONS Vendor follow-up OPERATIONS Job tracking OPERATIONS Customer status updates OPERATIONS Account research SALES Quote generation SALES CRM administration SALES Follow-up sequences SALES Ticket triage SUPPORT First-draft responses SUPPORT Escalation summaries SUPPORT Onboarding checklists PEOPLE Document collection PEOPLE Recurring admin PEOPLE
Recurring admin PEOPLE Document collection PEOPLE Onboarding checklists PEOPLE Escalation summaries SUPPORT First-draft responses SUPPORT Ticket triage SUPPORT Follow-up sequences SALES CRM administration SALES Quote generation SALES Account research SALES Customer status updates OPERATIONS Job tracking OPERATIONS Vendor follow-up OPERATIONS Order entry OPERATIONS Monthly reporting packs FINANCE Collections follow-up FINANCE Reconciliation FINANCE Invoice intake FINANCE Recurring admin PEOPLE Document collection PEOPLE Onboarding checklists PEOPLE Escalation summaries SUPPORT First-draft responses SUPPORT Ticket triage SUPPORT Follow-up sequences SALES CRM administration SALES Quote generation SALES Account research SALES Customer status updates OPERATIONS Job tracking OPERATIONS Vendor follow-up OPERATIONS Order entry OPERATIONS Monthly reporting packs FINANCE Collections follow-up FINANCE Reconciliation FINANCE Invoice intake FINANCE
03Who it's for

Companies with more operational work than engineering bandwidth.

A good fit
Fifty to five hundred employees, with a CEO or COO accountable for headcount and productivity.
Important workflows spread across email, spreadsheets, and software that doesn't connect.
Teams spending real time moving information, chasing people, and making the same decisions over and over.
Engineers, if you have them, focused on the product rather than the back office.
Leadership that wants measurable results this quarter, not an AI strategy for next year.
Not a fit
You want a chatbot, a workshop, or a proof of concept that nobody will own.
You need extra developers to work through a product backlog.
You want another off-the-shelf SaaS tool.
You're not prepared to change the underlying workflow once a better one is proven.
04Who we are

Operators, not consultants.

Second Shift is run by two founders who have spent the last decade building and running B2B services companies, the kind where margin depends on how intelligently the work gets done. We use every tool we recommend in our own business first.

This isn't outsourced development. The team that studies your business is the team that designs, ships, and supports what gets built. We work inside your company, bring your people along, and leave you with systems you own. Based in western Massachusetts, working with companies anywhere in the US.

Start here

Every industrial revolution ran on a second shift. This one does too.

Thirty minutes with whoever owns operations. We'll ask about your departments, your tools, and the recurring work, point at the first opportunities worth a look, and tell you candidly whether there's enough lift to be worth it.

Book a 30-minute working session No AI theater. Just a practical conversation about what your company should no longer be doing by hand.