AI systems for SMB industries.
Find your industry. See the workflows worth building first, the governance concerns to design around, and a starting point that ships in weeks — not quarters.
Where AI Systems land first
Professional Services
Proposals, follow-ups, meeting notes, and internal knowledge are scattered. Senior staff get pulled into repetitive work.
- Proposal and engagement letter drafting
- Client follow-up and meeting-to-task workflows
- Internal SOP and knowledge assistant
- Report and deliverable generation
Client confidentiality, conflicts of interest, document retention, and human review on anything client-facing.
AI-assisted client follow-up with human approval before send.
Healthcare & Life Sciences
Policies, SOPs, vendor reviews, and compliance evidence live across systems. Sensitive data raises the stakes on every AI tool.
- SOP and policy assistant
- Vendor and contract review support
- Meeting summaries for non-clinical operations
- Compliance evidence support and AI governance
Sensitive data boundaries, access scoping, audit trails, and explicit human review on regulated outputs.
Internal policy and SOP assistant scoped to approved documents only.
Construction & Field Services
Estimates, change orders, RFIs, and field updates move through email and spreadsheets. Coordination is slow and inconsistent.
- Estimate and bid drafting support
- Daily field report summaries
- Change order and RFI follow-up workflows
- Internal knowledge assistant for SOPs and safety docs
Owner-approved templates, human review on customer-facing documents, and clear ownership of every workflow.
Daily field report to weekly executive summary workflow.
Real Estate, Finance & Insurance
Client communication, document review, renewals, and reporting are repetitive but high-stakes. Errors are expensive.
- Client communication drafting with human approval
- Document and policy review assistant
- Renewal and follow-up workflows
- Pipeline and reporting summaries for leadership
Regulatory care, disclosure language, approval gates, and traceability on every AI-generated output.
Renewal and follow-up reminders with AI-drafted outreach awaiting approval.
Not sure which workflow to start with?
The AI Systems Audit identifies the single highest-leverage workflow for your business in 45 minutes.
Book the 45-Minute AI Systems AuditKeep exploring the AI systems cluster.
Methodology
Structured Context Architecture — how we make AI systems reviewable.
Read more about MethodologyResults
Before and after examples of AI workflows we ship for SMBs.
Read more about ResultsEngagements
How we work — audit, sprint, managed operations, foundation, governance.
Read more about EngagementsFrequently asked
Find your first AI workflow.
One 45-minute session. One clear next step. Built around your industry, your tools, and your team.
Book the 45-Minute AI Systems Audit