Construction & specialty trades
Estimating, bids, submittals, change orders, daily logs, dispatch, and closeout — the document-heavy work that decides margin.
Industries we build for
Every industry runs on repeat work.
Milligan & Co. builds custom AI Cores and Engines for organizations across sectors — wherever growth and margin depend on repeat work that lives in busy people's heads: proposals and quotes, follow-up, intake, scheduling, reporting, content, and the document-heavy tasks no one has time for.
Where we work
The same approach works across your industry.
The repeat work behind growth — proposals, intake, follow-up, contracts, hiring, reporting — looks the same shape in every organization. We have deep roots in construction and the trades, and the same Core-and-Engine approach runs the verticals below.
Retail & consumer brands
Promotions, product descriptions, seasonal campaigns, loyalty, and win-back for businesses that live on repeat purchase.
Healthcare & wellness
Patient intake, appointment reminders, FAQ replies, and follow-up — the front-desk and coordination work that never stops.
Education
Enrollment, student and parent communication, training and curriculum, and grant writing for schools and programs.
Government & public sector
Constituent response, public notices, RFP and grant responses, and compliance reporting for agencies and municipalities.
Financial & professional services
Client onboarding, intake, disclosures, reporting narratives, and follow-up for advisors, firms, and practices.
Legal & law firms
Contract review, agreement and NDA drafting, matter intake and triage, and policy work — the document-heavy load behind every practice.
Industrial & manufacturing
Quotes and RFQs, spec and procurement work, quality and report narratives, and field service operations.
Hospitality & travel
Inquiry response, booking follow-up, reviews, guest communication, and seasonal promotion for guest-driven businesses.
Recreation, sports & entertainment
Memberships and renewals, enrollment, event promotion, registration, and customer communication for venues and programs.
Real estate & property management
Tenant and owner communication, vendor coordination, maintenance scheduling, and portfolio reporting.
Nonprofits & associations
Grant writing and reporting, member communication, renewals, and event and donor follow-up.
Technology & business services
Proposals, onboarding, renewals, content, competitive intelligence, and go-to-market planning for service and software firms.
Private equity & portfolio operations
Valuation and diligence, acquisition integration, and cross-portfolio customer intelligence — finding shared customers, share-of-wallet growth, and cross-sell plays across the whole footprint of operating companies.
Explore →Teams we build for
Whoever owns the repeat work, on any team.
- Sales, marketing & business development
- Customer service, success & front desk
- Operations, finance & administration
- HR, recruiting & training
- Strategy & leadership
- Field, service & delivery
- Compliance, risk & quality
- Estimating, project & program management
How we start
One Engine, on your Core, in about two weeks.
We begin with focused early builds to prove the model in your business, then scale up as the proof grows. Explore the full Engine Library or the two-week build timeline.
Start here
Want to see your Core and first Engine?
Send your business name, website or social link, and the one repeat task you wish worked without you starting from scratch.
Generate a Core Snapshot