# Stacks AI Studio > Stacks AI Studio is the Claude-first AI practice for small and mid-size businesses, a division of Stacks, LLC. It meets owners where they are, usually on ChatGPT, and takes them further: stood up on Claude, grounded in their own documentation, with the skills and tools to run their business. The tagline is "Where Work Gets Done." This file covers everything under https://stacksteam.com/ai. For the Stacks digital asset management consultancy, which is a separate practice, see https://stacksteam.com/llms.txt. Founded by Casey Templeton, a small-business CEO who put Claude to work inside his own company first. Stacks AI Studio serves small and mid-size business owners, not enterprise. It is Claude-first, not Claude-only. Key facts: - Every engagement moves through three stages: Consult, Build, Manage. - Each stage ends with a choice. The client takes it from there, or the Studio carries them into the next stage. Nobody is locked in. - The client always owns what gets built. - Proof from inside Stacks itself: gross margin expanded from 26% to 56% over the trailing twelve months. AI-enabled efficiency led that turnaround, alongside a shift to recurring revenue and tighter financial discipline. - Casey built a live product, Metadata Quality Score, with AI in about two months as a non-technical leader. ## Main page - [Stacks AI Studio](https://stacksteam.com/ai): The full overview. Founder story, the Consult, Build, Manage model, all four ways to work together, client testimonials, FAQ, and the contact form. ## Ways to work together - Half-Day Workshop: hands-on for up to 5 people. Leave thinking differently about AI. - Full-Day Workshop: a deeper working day, from how to think about AI to actually using it. - Two-Day Onsite: the Studio comes to you and starts building real tools inside your business. - Ongoing Management: continued building, tuning, and quarterly check-ins, so the program compounds instead of stalling. ## Industry pages Forty industries, each with the five skills worth building first and the one day it takes to start. Same engagement, scoped to how that business actually runs. - [AI By Industry](https://stacksteam.com/ai/industries): The hub page listing all forty. - [AI for Architecture Firms](https://stacksteam.com/ai/architecture-firms): Field Report Drafts, RFI Response Drafts, Submittal Log Updates, Spec Section Drafts, Phase Budget Check. - [AI for Auto Repair Shops](https://stacksteam.com/ai/auto-repair-shops): Estimate Write Up, Inspection Findings, Declined Work Chaser, Customer Updates, After Close Numbers. - [AI for Branding and Design Studios](https://stacksteam.com/ai/design-studios): Creative Brief, Proposal Drafts, Client Status Notes, Scope Change Notes, Usage Rules Draft. - [AI for Chiropractic Practices](https://stacksteam.com/ai/chiropractic-practices): SOAP Note Drafts, Care Plan Letters, Documentation Checks, Reactivation Outreach, Month End Numbers. - [AI for Commercial Cleaning Companies](https://stacksteam.com/ai/commercial-cleaning): Bid Write Up, Inspection Reports, Complaint Response, Onboarding Packets, Monthly Account Reports. - [AI for Commercial Construction Subcontractors](https://stacksteam.com/ai/subcontractors): Scope Gap Review, RFI Drafts, Submittal Packages, Change Order Packets, Pay App Prep. - [AI for Commercial Photo and Video Studios](https://stacksteam.com/ai/photo-video-studios): Bid Write Ups, Call Sheet Prep, Post Status Notes, Usage Recaps, Wrap Numbers. - [AI for CPA and Accounting Firms](https://stacksteam.com/ai/cpa-firms): Missing Items Chase, Notice Replies, Advisory Memos, Close Package Notes, WIP And Realization. - [AI for Custom Manufacturers and Job Shops](https://stacksteam.com/ai/job-shops): Quote Package, Traveler Drafts, Job Status Updates, Expediting List, Weekly Shop Numbers. - [AI for Dental Practices](https://stacksteam.com/ai/dental-practices): Recall Outreach, Claim Follow Up, Treatment Plan Letters, Schedule Repair, Month End Numbers. - [AI for Electrical Contractors](https://stacksteam.com/ai/electrical-contractors): Same Day Proposal, Service Ticket Recap, Change Order Drafts, RFI Drafts, Job Cost Recap. - [AI for Event Production and AV Companies](https://stacksteam.com/ai/event-production): Advance Packet, Site Survey Notes, Gear Pull List, Crew Call Drafts, Show Reconciliation. - [AI for Financial Advisors](https://stacksteam.com/ai/financial-advisors): Meeting Notes, Client Follow Ups, Review Packets, Meeting Prep, Onboarding Paperwork. - [AI for Freight Brokers and Trucking Companies](https://stacksteam.com/ai/freight-brokers): Load Setup, Carrier Packets, Check Call Updates, Detention Write Ups, Monday Numbers. - [AI for Funeral Homes](https://stacksteam.com/ai/funeral-homes): Arrangement Summary, Statement Draft, Filing Packet, Obituary Draft, Aftercare Follow Up. - [AI for Home Health and Senior Care Agencies](https://stacksteam.com/ai/home-care): Intake Summary, Care Plan Drafts, Coverage Outreach, Family Updates, Documentation Check. - [AI for HVAC Contractors](https://stacksteam.com/ai/hvac-contractors): Proposal Write Up, Estimate Follow Up, Agreement Renewals, Warranty And Permits, Weekly Numbers. - [AI for Independent Insurance Agencies](https://stacksteam.com/ai/insurance-agencies): Coverage Comparison, Call File Notes, Submission Packets, Renewal Reviews, Commission Numbers. - [AI for Independent Music Labels](https://stacksteam.com/ai/music-labels): One Sheet Draft, Editorial Pitch Copy, Delivery Checklist, Campaign Timeline, Royalty Summaries. - [AI for Independent Restaurants](https://stacksteam.com/ai/restaurants): Invoice Price Watch, Menu Margin Review, Review Responses, Shift Swap Notes, Weekly Prime Cost. - [AI for IT Services Companies and MSPs](https://stacksteam.com/ai/msps): Ticket Summaries, QBR Drafts, Documentation Updates, Onboarding Runbooks, Monthly Numbers. - [AI for Landscaping Companies](https://stacksteam.com/ai/landscaping): Site Walk Proposal, Renewal Outreach, Crew Day Sheets, Enhancement Write Ups, Job Cost Recaps. - [AI for Law Firms](https://stacksteam.com/ai/law-firms): Intake Memo, Discovery Drafts, Client Updates, Motion First Drafts, Time Entry Drafts. - [AI for Marketing Agencies](https://stacksteam.com/ai/marketing-agencies): Kickoff Brief, Monthly Report Draft, Scope Change Notes, Pitch Prep, Utilization Roundup. - [AI for Med Spas and Aesthetic Practices](https://stacksteam.com/ai/med-spas): Consult Write Up, Rebooking List, Overdue Outreach, Membership Follow Up, Utilization Report. - [AI for Medical Practices](https://stacksteam.com/ai/medical-practices): Prior Auth Packets, After Visit Summaries, Denial Follow Up, Inbox Drafts, Month End Numbers. - [AI for Mental Health Group Practices](https://stacksteam.com/ai/mental-health-practices): Progress Note Drafts, Intake Summaries, Waitlist Outreach, Schedule Backfill, Credentialing Packets. - [AI for Optometry Practices](https://stacksteam.com/ai/optometry-practices): Exam Summary Letters, Recall Outreach, Authorization Prep, Optical Order Updates, Contact Lens Renewals. - [AI for Pest Control Companies](https://stacksteam.com/ai/pest-control): Service Reports, Renewal Outreach, Save Calls, Commercial Logs, Route Numbers. - [AI for Physical Therapy Clinics](https://stacksteam.com/ai/physical-therapy-clinics): Daily Note Drafts, Progress Notes, Authorization Tracking, Certification Follow Up, Denial Appeals. - [AI for Plumbing Contractors](https://stacksteam.com/ai/plumbing-contractors): Options Quote, After Hours Intake, Unsold Work Follow Up, Water Heater Outreach, Job Cost Recap. - [AI for Property Management Companies](https://stacksteam.com/ai/property-managers): Work Order Triage, Owner Updates, Month End Packets, Renewal Outreach, Deposit Letters. - [AI for Real Estate Brokerages](https://stacksteam.com/ai/real-estate-brokerages): Listing Package, Compliance File Check, Transaction Updates, Agent Onboarding, Production Numbers. - [AI for Residential Remodelers and Builders](https://stacksteam.com/ai/remodelers): Scope Of Work, Selections And Allowances, Change Order Drafts, Weekly Client Updates, Job Cost Numbers. - [AI for Roofing Contractors](https://stacksteam.com/ai/roofing-contractors): Homeowner Proposal, Supplement Packet, Production Updates, Closeout Packet, Job Cost Numbers. - [AI for Small Nonprofits](https://stacksteam.com/ai/nonprofits): Grant Report Drafts, Proposal First Drafts, Donor Acknowledgments, Board Packet Prep, Year End Appeal. - [AI for Staffing and Recruiting Agencies](https://stacksteam.com/ai/staffing-agencies): Job Order Draft, Interview Guides, Submittal Write Ups, Redeployment Outreach, Fill Rate Numbers. - [AI for Title and Settlement Companies](https://stacksteam.com/ai/title-companies): Commitment Summary, Curative Tracker, Closing Updates, Statement Explainer, Post Closing Chaser. - [AI for Veterinary Clinics](https://stacksteam.com/ai/veterinary-clinics): Visit Summaries, Written Estimates, Reminder Outreach, Referral Letters, Month End Numbers. - [AI for Wholesale Distributors](https://stacksteam.com/ai/wholesale-distributors): Quote Drafts, Order Entry Drafts, Backorder Notices, Price File Review, Monday Numbers. ## Contact - [Start the conversation](https://stacksteam.com/ai#contact): The contact form on the AI Studio page. The first conversation costs nothing. Every message gets a reply. No newsletter, no drip campaign. ## Optional - [Stacks, LLC](https://stacksteam.com/): The parent company. A Nashville-based digital asset management consulting firm, founded 2018, tagline "Where DAM Gets Done." Its own llms.txt is at https://stacksteam.com/llms.txt.