Industries
AI leadership for the businesses that haven’t had it.
We work with $10M–$50M companies in six industries where technology leadership is typically absent. If your company doesn’t have a CTO, that’s not a gap. It’s exactly where we start.
01 / Construction & Trades
We automate the estimation, scheduling, and job costing that slows projects down and hides problems until it's too late.
The situation
- Project estimation is slow and relies on intuition rather than data
- Job costing is manual and errors compound before anyone notices
- Communication between field crews and the office creates delays
- Scheduling and resource allocation live in spreadsheets or tribal knowledge
Where AI helps
- Automated bid analysis and estimation based on historical project data
- AI scheduling and resource optimization across multiple active jobs
- Field crews log updates via voice or text; AI structures them into reports
- Real-time job costing that flags overruns before they become problems
02 / Professional Services
We give your advisors back the hours they spend on proposals, reports, and client follow-up.
The situation
- Consultants and advisors spend too many hours on proposals and reporting
- Client communication is inconsistent and follow-up falls through the cracks
- Knowledge lives in people's heads rather than in accessible systems
- Meeting action items get lost between calls
Where AI helps
- AI-assisted proposal and SOW drafting: hours of writing to minutes
- Automated client reporting that pulls from existing systems
- CRM that logs interactions, generates follow-ups, and surfaces at-risk accounts
- Meeting summarization with automatic action item tracking
03 / Commercial Real Estate
We speed up deal decisions and handle the repetitive tenant work so your team stays focused on the next opportunity.
The situation
- Deal analysis is spreadsheet-heavy and delays decisions on opportunities
- Market research takes too long to be actionable
- Tenant communication and maintenance coordination is repetitive and manual
- Lease administration requires reading hundreds of documents by hand
Where AI helps
- Automated deal underwriting and comparable analysis for faster decisions
- AI-powered market research and trend monitoring for target areas
- Tenant communication automation: routine inquiries and maintenance scheduling
- Lease abstraction: pull key terms from hundreds of documents in minutes
04 / Agriculture
We give growers better planning tools for the unpredictable parts of the operation and automate the documentation work that doesn't need to be manual.
The situation
- Planting and harvest plans have to be made months out but change week by week based on conditions
- Compliance record-keeping is tedious and time-consuming
- Equipment maintenance is reactive rather than preventive
- Managing seasonal workers across multiple locations means a lot of phone calls, spreadsheets, and last-minute changes
Where AI helps
- Planning workflows that pull together historical records and weather data so planting and labor decisions are based on what actually happened, not just gut feel
- Automated compliance documentation and regulatory reporting
- Maintenance scheduling based on usage logs and service history, so equipment gets serviced on a schedule instead of after a breakdown
- Labor scheduling optimization across crews, locations, and seasons
05 / Manufacturing
We automate the production reporting and supply chain tracking your team does by hand, and give managers real visibility without the spreadsheet chase.
The situation
- Production scheduling is complex and often reactive to disruptions
- Quality problems show up at the shipping dock instead of on the line
- Supply chain disruptions are caught too late to respond effectively
- Maintenance downtime is unplanned and costly
Where AI helps
- AI-assisted scheduling tools that help production managers balance capacity, deadlines, and materials without maintaining it all by hand
- Quality issue tracking that surfaces patterns in defect data across shifts and batches before they become systemic
- Supply chain monitoring that flags disruptions and surfaces alternatives early
- Maintenance scheduling based on usage data and service history, so downtime is planned rather than emergency
06 / Service Businesses
We free your technicians from the back-office work and make sure no customer, quote, or follow-up falls through the cracks.
The situation
- Customer scheduling and dispatch are managed manually
- Quoting and invoicing take too much back-office time
- Technicians spend hours on paperwork instead of billable work
- Repeat business depends on someone remembering to follow up
Where AI helps
- Intelligent scheduling and dispatch: routes, availability, and skill matching
- Automated quoting based on service type, history, and materials
- AI invoicing that generates and sends from completed job data
- Automated follow-up sequences: post-service check-ins, review requests, rebooking
Where to start
Book a discovery call and we’ll walk through your operation together. Or take the five-minute assessment for a clear picture of where AI can have the most impact before we talk.