AI Consulting by Industry
Why industry-specific AI consulting matters
Generic AI consulting treats a credit union like a marketing agency, a hospital like a retail chain, and a general contractor like a software startup. The result is a demo, not a running system. Every industry we work in has a regulator, a set of core systems, a document vocabulary, and a set of decisions the business cannot afford to get wrong. Industry-specific AI solutions are the ones that respect those constraints from day one.
If your organization is in one of the industries below, we probably already have a reference architecture for your problem. If it is not, we will tell you honestly whether we are the right partner before you spend a call figuring it out.
AI consulting by industry (choose your vertical)
AI Consulting for Credit Unions
Loan processing, fraud, member service, and NCUA-aligned governance. Deepest vertical practice on the site, with twelve supporting posts in the blog cluster. Ranked #1 on Google for "credit union AI consulting".
AEC AI Consulting
Bid analysis, submittal review, safety reporting, and project risk for architecture, engineering, and construction firms. Field-ready and integrated with Procore, Deltek, and the systems your PMs actually use.
Healthcare AI Consulting
Prior authorization, documentation, patient flow, and denials management for health systems, medical groups, and specialty clinics. HIPAA scoped from phase one.
Higher Education AI Consulting
Enrollment, retention, advising, and administrative automation for universities, community colleges, and career schools. FERPA scoped, integration with Banner, Colleague, and Workday Student.
Banking AI Consulting
Fraud, lending, compliance monitoring, and customer service automation for community and regional banks.
Financial Services AI Consulting
Broader financial services work outside banking and credit unions, including advisory practices and insurance. Overlaps with banking; if unsure which page fits, start with banking.
Marketing AI Consulting
Segmentation, content operations, campaign performance analysis, and reporting for marketing teams inside our target industries.
Retail AI Consulting
Inventory optimization, demand forecasting, customer service automation, and personalization for regional retailers.
Customer Service AI Consulting
Contact center automation, agent assist, and knowledge base retrieval for member service, patient service, and student service teams.
How to pick the right starting page
- If you know your industry, click through to the matching card. Every industry page has its own FAQ, its own case examples, and its own request form.
- If your work spans several of the industries above, start with credit unions or AEC, our two deepest practices, to see what shipped and running looks like in detail. The methodology transfers.
- If you would rather talk before browsing, book a 30-minute call. We will map your workflow against the industries we know and tell you whether we are the right fit.
What we do inside every industry
Whichever vertical you land on, engagements sit inside one of six service lines:
- Custom AI Solutions and Development: production AI on your data.
- Custom AI Software Development: purpose-built applications with AI where it earns its cost.
- AI Automation Services: back-office queues automated end to end.
- Custom GPT and LLM Solutions: private, policy-grounded assistants for internal teams.
- AI Strategy Consulting: fractional Chief AI Officer support and roadmap work.
- AI Readiness Assessment: fixed-price baseline of where AI can pay back first.
The industry pages describe the work in the vocabulary of the vertical. The service pages describe how the work gets done.
Not sure which industry page fits?
Tell us the workflow you want to fix and the industry you work in. In a 30-minute call we will point you at the right page, or say honestly that we are not the right partner.
Contact Us