Illustrative AI Case Studies for SMBs

Case studies

Illustrative AI engagement scenarios.

These sample case studies are illustrative engagement scenarios based on common SMB workflows. They show the kinds of problems Agent Palisade helps solve across AI implementation, workflow automation, governance, and security. They do not represent real, named clients.

Modern apartment building photographed at dusk

Illustrative case study

Property Management AI Workflow Automation

Residential property management company · 25-75 employees

Maintenance and tenant requests arrived by email and phone and were manually sorted, routed, and logged.

Roughly 10-15 hours of manual triage removed each week and faster tenant response times (illustrative estimate).

Tax forms, calculator, and pen arranged on a dark desk

Illustrative case study

Accounting Firm AI Document Assistant

Accounting and bookkeeping firm · 10-40 employees

Staff spent hours searching policies, prior filings, and procedures, and sometimes pasted sensitive data into public AI tools.

Faster answers for staff and a safer, sanctioned alternative to public AI tools (illustrative).

Source code glowing green on a dark screen

Illustrative case study

SaaS Startup AI Security Repo Audit

Early-stage SaaS startup · 5-20 employees

The team shipped AI features fast with AI-generated code, an LLM app, and a RAG pipeline, and was unsure of its risk.

Several high-severity issues identified and fixed before a major launch (illustrative).

Modern house exterior glowing with warm lights at dusk

Illustrative case study

Home Services Lead Intake Automation

Multi-location home services business · 20-60 employees

Inbound leads from forms, calls, and ads were captured inconsistently and followed up late.

Faster first-response times and fewer leads lost to slow follow-up (illustrative).

Performance analytics dashboard on a dark screen

Illustrative case study

Marketing Agency AI Client Reporting

Digital marketing agency · 15-50 employees

Monthly client reports were assembled by hand from multiple dashboards.

Reporting time cut sharply with a consistent, on-brand format (illustrative).

Glass skyscraper facade reflecting a sunset sky

Illustrative case study

Financial Advisory AI Governance Program

Independent financial advisory firm · 10-30 employees

Advisors used AI ad hoc with no rules around client data or output review.

Clear, confident AI use with defined boundaries for sensitive data (illustrative).

Modern conference room with a long table and chairs

Illustrative case study

Recruiting Firm Candidate Matching Workflow

Staffing and recruiting firm · 20-80 employees

Recruiters manually screened large applicant volumes against role requirements.

Faster shortlisting and more consistent screening (illustrative).

Cardboard shipping boxes stacked on a crate

Illustrative case study

Ecommerce Customer Support Assistant

Direct-to-consumer ecommerce brand · 10-50 employees

Support handled repetitive order, shipping, and returns questions across channels.

Lower response times and reduced repetitive ticket load (illustrative).

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