BUSINESS PROBLEM
Where work and customer response tend to break down.
Takeoffs and bids eat your nights, change orders live in text threads until they're disputed, and the daily log gets written from memory on Friday.
ALL INDUSTRIES
AI FOR CONSTRUCTION & GENERAL CONTRACTORS
Build the building. Let AI build the paperwork.
Contractors don't lose money swinging hammers — they lose it in the paperwork gaps: the bid that went out late, the change order that was never written down, the daily log that didn't exist when the dispute did. AI closes those gaps without adding office staff.
SOLUTION OUTERSTACK CAN BUILD
A system shaped around this workflow.
AI drafts estimates from plans and your cost history, turns text threads and photos into documented change orders, and writes daily logs from a voice note.
HOW PEOPLE USE IT
AI handles the repeatable steps; your team keeps control.
Staff use the system through familiar calls, messages, documents, calendars, and business tools, with review and escalation points matched to the work.
EXPECTED OPERATIONAL IMPACT
Set a target, measure it, and adjust.
More bids submitted, fewer disputes, projects that document themselves. This is an illustrative target, not a guaranteed result; actual impact depends on volume, process, data quality, integration, and adoption.
WHAT THIS LOOKS LIKE
Real Use Cases, Plain English.
These are illustrative workflows showing what Outerstack can build. Click any use case for a fuller walkthrough, example operating targets, and what setup involves. They are not customer results or performance guarantees.
USE CASE 01
Estimates and bids drafted from plans and history
How it works: Feed in the plans and scope; the AI drafts quantities and line items priced from your own cost history and current supplier pricing, in your bid format. You review the numbers and hit send.
Illustrative impact: Bidding twice as many jobs with the same estimating time changes the whole pipeline — and same-week bids win more often.
LEARN MOREUSE CASE 02
Change orders from text threads and photos
How it works: 'Owner wants the island moved 2 feet' in a text thread becomes a written change order — scope, cost impact, schedule impact — sent for signature before the work happens.
Illustrative impact: Undocumented changes are where margins go to die. Every change captured and signed means you get paid for the work you actually did.
LEARN MOREUSE CASE 03
Daily logs from a voice note
How it works: The super talks for sixty seconds at the end of the day — crew count, work done, weather, deliveries, issues; the AI files a clean, timestamped daily log with the photos attached.
Illustrative impact: A real daily log on every project, every day — the single most valuable document when schedules or payments get disputed.
LEARN MOREUSE CASE 04
Sub and supplier coordination
How it works: Schedule updates, RFI chasing, and 'confirm your crew for Thursday' messages drafted and tracked automatically, with unanswered items flagged before they become delays.
Illustrative impact: Fewer trades showing up to sites that aren't ready — the quiet schedule-killer on every small GC's jobs.
LEARN MOREPRIVATE & SELF-HOSTED AI
Set boundaries around your customer data
Outerstack can deploy the right solution in the cloud, on private or local infrastructure, repatriate an established workload, or combine approaches in a hybrid design. The recommendation depends on your data boundaries, budget, performance, access, and continuity needs—not vendor allegiance. Compare deployment options →
GET A FREE AI REVIEW
Let's find the hours hiding in your week.
Tell us a bit about your business and we'll come back with honest, plain-English ideas about where AI could help — and where it wouldn't. No jargon. No pressure. No obligation.
MORE INDUSTRIES
HVAC, Plumbing & Electrical ContractorsRestaurants & CafésLaw Offices & Solo PracticesRetail & Specialty ShopsMedical & Dental PracticesReal Estate Agents & Small BrokeragesAccounting & Bookkeeping FirmsAuto Repair ShopsSalons, Spas & BarbershopsLandscaping & Cleaning ServicesVeterinary ClinicsResale & Consignment ShopsGyms & Fitness StudiosChildcare & Daycare CentersIndependent Insurance AgenciesProperty Management CompaniesNonprofits & Churches