Use cases
AI agent use cases that pay off first
We start where the work repeats many times a week, is easy to measure and affects revenue or cost. Each use case below has its own page with what the agent does, how it connects to your systems and what you can measure.
How we pick the first use case
- Work that repeats many times a week
- A cost or delay you can measure
- Rules your team can write down
- A person can take over when needed
Five AI agent use cases to start with
Front desk · Clinics · service businesses · real estate
Every call answered, even at 9 p.m.
A voice agent picks up on the first ring, books and reschedules appointments, answers routine questions and passes anything sensitive to your team with a summary.
- Appointment booking
- After-hours coverage
- Common questions and directions
- Transfer to staff with a summary
Customer support · E-commerce · SaaS · subscriptions
Routine tickets solved, not just redirected.
A support agent checks your help center and order systems, solves common requests on its own and passes unusual cases to your team with the full history.
- Order status and returns
- Account questions
- Troubleshooting
- Hand-off with full history
Sales · B2B services · SaaS · agencies
Every lead answered in under a minute.
A qualification agent replies instantly, asks the questions your sales team would, scores the lead in your CRM and books the meeting.
- Instant lead response
- Qualification and scoring
- Meeting booking
- Clean, up-to-date CRM records
Back office · Finance · operations · professional services
Hours of document work, done in minutes.
Agents read invoices, contracts and emails, match them against your systems and send exceptions to a person for approval.
- Invoice capture and matching
- Email sorting
- Reconciliation
- Approvals based on your rules
Logistics · Trucking · freight brokerage · 3PL
Check calls and dispatch updates, handled automatically.
Agents call drivers and carriers for status updates, update your TMS, follow up on missing paperwork and alert dispatchers only when something is wrong.
- Automated check calls
- Load status updates
- Paperwork follow-up
- Exception alerts
- Get a free assessment
Your workflow
Don't see your workflow here?
Most teams have one repetitive process that takes hours every week. Tell us about yours, and we'll tell you whether an agent can take it over and what it would save.
From audit to launch in four stages
- 01 · 1–2 weeks
Opportunity and risk audit
We interview your team, map the workflows and rank AI opportunities by payback and risk.
You get: Ranked use cases, ROI model, risk map
- 02 · 4–6 weeks
Pilot with clear success criteria
One agent and one workflow, connected to your real systems and measured against the goal we agreed on. Then you decide whether to continue.
You get: Working agent, results report, go/no-go decision
- 03 · 2–4 weeks
Secure launch
We harden, attack-test and monitor the agent and train your staff before it talks to a single customer.
You get: Security report, operating guides, launch
- 04 · Ongoing
Run and improve
We track quality, cost per workflow and new risks, and keep improving the agent. Short contracts, no lock-in.
You get: Monthly performance and cost report
Services behind these agents
Service
AI agent development
Custom AI agent development for support, sales, front desk and back-office work. Voice and chat agents built and attack-tested by a cybersecurity team.
Explore AI agent developmentService
AI automation and integration
AI automation services that connect AI to your CRM, ERP, help desk and inboxes. We map your processes, find the payback and build secure workflows.
Explore AI automation servicesService
AI security and red teaming
AI security consulting for AI agents and LLM apps: red teaming, prompt injection testing, shadow AI discovery and EU AI Act and ISO/IEC 42001 readiness.
Explore AI security consultingService
Cybersecurity consulting
Cybersecurity consulting for growing companies: security assessments, penetration testing, virtual CISO, incident response planning, NIS2 and CRA readiness.
Explore cybersecurity consulting
Free 30-minute assessment
Find the one workflow worth automating first.
Tell us how your team works. We'll come back with two or three AI opportunities, the risks to watch and a rough payback estimate. No obligation.
- A senior engineer replies within one business day
- We can sign an NDA before you share details
- No fixed packages, every quote tailored to you