Where AI Actually Works, by Industry
Practical AI applications broken down by industry, from healthcare admin to legal practice. Each guide maps specific use cases to the operations that run your business.
Operations-Heavy Industries
Where AI replaces manual processes at scaleManufacturing
Predictive maintenance, quality control, supply chain optimization, production scheduling.
Healthcare Admin
Scheduling, claims processing, patient intake, compliance tracking, resource allocation.
E-Commerce
Product recommendations, dynamic pricing, inventory forecasting, customer support automation.
Real Estate
Lead scoring, property valuation, contract processing, client matching.
Knowledge & Service Industries
Where AI amplifies expertise and client deliveryFinancial Services
Client onboarding, risk assessment, compliance automation, portfolio reporting.
Professional Services
Client intake, proposal generation, time tracking, knowledge management.
Education
Adaptive learning, student engagement, administrative automation, enrollment optimization.
Nonprofits
Donor engagement, grant writing, impact reporting, volunteer coordination.
Legal Practices
Matter intake, conflict checking, the matter record, document generation, deadline escalation, time capture and billing. Walked in the order a firm runs, from the first enquiry to the invoice, with the decision that stays with a lawyer named at every step.
Content & Media Industries
Where AI accelerates production and distribution
Frequently Asked
Start with the guide for your industry. Each guide maps AI use cases to specific operations like scheduling, invoicing, lead follow-up, and reporting. If your industry isn't listed, book a consultation and we'll map your operations directly.
No. Most of our clients start with manual processes, spreadsheets, or basic CRM setups. We assess your current state and build from there. AI readiness isn't a prerequisite. It's something we help you achieve.
The guides show what's possible. Our services make it real. We handle the full cycle: discovery, system design, implementation, and training. The guides help you understand the landscape before we talk specifics.
It depends on scope. A single-process automation (like lead follow-up or invoice routing) can be live within 2 to 4 weeks. A full AI Operating System build across multiple departments typically runs 8 to 12 weeks. Every engagement starts with a scoping call so there are no surprises.
Yes. We've worked across 37+ industries. These 11 guides cover the verticals we get asked about most, but the underlying AI applications (CRM automation, document processing, lead scoring, reporting) transfer across sectors. Let's talk about yours.
Engagements vary based on complexity. We offer a free discovery consultation to scope your needs before quoting anything. No generic packages. Every price reflects the actual work required for your business.
Run one instead
Eight sectors, and a workflow you can watch run in each
Every sector page carries a working demonstration on invented data. Press the button and watch the workflow read what arrived, check it against the records the business already holds, change something, and then stop at the decision it is not allowed to take. That last part is the one worth watching.
Nonprofits and charities
Six months of program delivery becomes the funder report, with the evidence cited beside each figure.
Industry associations
Engagement, events, training and payment history read together into a retention score.
Professional services
An enquiry becomes a scoped proposal built from engagements you actually delivered.
Investment and financial services
An account application checked for completeness, verified, profiled and classified on fixed rules.
Construction and trades
Forty seconds of talking from site becomes the day record, and a slipped date gets traced through the programme.
Manufacturing and distribution
A purchase order read from a PDF and every line checked against price, stock, date and credit.
Legal practices
An enquiry becomes a prepared matter file, with every party searched against the whole history of the firm.
Public and funded programs
A claim checked line by line against the funding agreement, with the clause cited for every reduction.
All eight demonstrations use invented organizations, people and data, which is what makes them publishable. The workflow, the rules, the integrations and the controls are configured around your own operation, and working out which workflow is worth building first is what the mapping is for.