AI Guides
AI in practice — by industry
What AI actually looks like when it's working. Not theory — specific applications, real considerations, and honest assessments of where AI helps and where it doesn't.
Industry guides represent typical applications based on our experience. They are not case studies of specific client engagements unless otherwise noted.
Legal
AI for law firms — intake, research, and document work
Where AI creates real value in legal practice and where it doesn’t. Intake automation, document review, contract analysis, and the compliance considerations every firm needs to understand.
Accounting
AI for accounting firms — capacity without headcount
How AI changes the economics of accounting practice. Transaction processing, reconciliation, anomaly detection, and what it means for the client relationship.
Insurance
AI for insurance — claims, underwriting, and client ops
Claims processing, underwriting support, and policy queries. Where AI reduces friction and where human judgment remains essential.
Construction
AI for construction — documentation and project ops
RFI processing, project documentation, safety reporting, and subcontractor communication. AI applications that reduce admin without touching the job site.
Education
AI for education — content, support, and administration
Course content creation, student support, administrative automation. What works, what doesn’t, and the ethical considerations every institution needs to address.
Hospitality
AI for hospitality — guest experience and operations
Reservation handling, guest queries, staff scheduling, and operations reporting. AI that improves the guest experience without replacing the human touch.
HR & Recruiting
AI for HR — screening, onboarding, and employee support
Resume screening, structured interviews, onboarding automation, and employee self-service. The full picture of AI in HR — including where bias risks need to be managed.
Professional Services
AI for professional services — the capacity problem
Proposals, client reporting, knowledge management, and internal ops. How professional services firms use AI to grow revenue without growing headcount.