You do not need another AI strategy deck. You need someone to install and configure agents that take real work off your desk: billing runs, follow-ups, voice-driven admin, and developer workspaces that speed up repeatable tasks. African Vanilla sets up practical workflow agents for Johannesburg SMEs and Gauteng operators drowning in admin, not enterprises shopping for a six-month RAG programme. We map how work actually flows, configure tools like Hermes billing automation and voice-to-chat, onboard your team in a review-and-release rhythm, and stay available when processes change. Hours back, measured in minutes per cycle where we have proof. Scoped onboarding and monthly support are quoted in writing after discovery, not invented on this page.
What we install
Real workflow agents and workspaces, configured for how your team already operates.
- Hermes billing workflows for estate agencies, rental ops, and student accommodation where recurring billing eats days
- Voice-to-chat at the desktop: microphone, shortcuts, and training so principals can drive admin by speaking
- Cursor and Claude Code workspaces for teams that want AI-assisted development or ops scripts without chaos
- Workflow agents that sit on top of spreadsheets, email, or ERP exports you already trust
- Human review-and-release so sensitive statements and client comms are checked before they leave the building
How onboarding works
- Discovery — Walk the real workflow with the person who does the work today. No generic templates.
- Configure — Wire data paths, rules, edge cases, and access. Document what the agent can and cannot touch.
- Train — Hands-on sessions for principals and backup staff. Voice, keyboard, and review steps.
- Review-and-release — Pilot cycles where the agent does the heavy lifting and humans sign off.
- Support — Adjustments when volumes, properties, or staff change. Same partner mindset as our managed IT work.
Proof from a live pilot
Our clearest public proof is Property Cafe Real Estate and Blue Moon Properties: billing that used to take about two days per cycle now runs in about 15–20 minutes after onboarding, with Hermes handling the workflow and the owner in a review-and-release seat. Voice-to-chat was part of the same engagement. Treat this as a pilot outcome, not a guarantee for every portfolio. We share attested metrics only.
For the custom trust-accounting platform built for the same clients, see RentFlow.
Who this is for (and who it is not)
For: estate agencies, rental and student-accommodation operators, SME principals buried in recurring admin, teams that want configured agents and workspaces without hiring a full data science bench.
Not for: enterprise RAG programmes, AI strategy retainers with no shipping date, or organisations that need a greenfield ERP before any automation makes sense.
Broader analytics and BI work lives under AI & Data Analytics. End-to-end process change programmes sit under Digital Transformation.
Ready to scope your first agent?
Book AI agent setup. We will map one high-friction workflow, outline onboarding, and quote scoped setup and support in writing.
Frequently asked questions
- How do you handle POPIA and client data in AI agent setups?
- We map what data each agent touches before anything goes live: billing files, CRM exports, email inboxes, or voice transcripts. Agents run with least-privilege access, human review-and-release on sensitive outputs, and hosting choices we document in writing. We do not train public models on your private books without explicit agreement.
- Is this just ChatGPT with a login?
- No. ChatGPT is a general chat tool. We install workflow agents wired to your real processes: Hermes for billing cycles, voice-to-chat at the desktop, Cursor or Claude Code workspaces for repeatable dev or ops tasks. You get configuration, training, and support so the agent survives next month, not a one-off prompt session.
- Should I hire a developer instead?
- Hire a developer when you need bespoke software from scratch. Choose agent setup when an automation layer or configured workspace can remove hours of admin without a six-month build. We often work alongside your existing ERP, spreadsheets, or managed IT stack rather than replacing them.
- Is Hermes the same as Nous Research Hermes Agent?
- No. African Vanilla's Hermes is our billing and admin workflow agent for estate and rental operators, named for the Property Cafe engagement. It is not affiliated with Nous Research's Hermes open-source agent framework.
- Do I still need managed IT if I have workflow agents?
- Usually yes. Agents sit on laptops, networks, microphones, and accounts that need patching, backup, and support. Our Property Cafe work pairs Hermes with ongoing IT partnership so automation stays maintained when portfolios or staff change.
- What does AI agent setup cost?
- Scoped onboarding plus optional monthly support, quoted in writing after discovery. We do not publish a public from price because every workflow differs in data sources, review steps, and training time.
- How long until an agent is useful?
- Pilot engagements often ship in focused days, not quarters. Property Cafe billing went from about two days per cycle to roughly 15–20 minutes after a short onboarding window. Your timeline depends on how clean the source workflow is and who can attend training.
What's Included
- ✓ Hermes billing and admin workflow agents
- ✓ Voice-to-chat setup and principal training
- ✓ Cursor and Claude Code workspaces for your team
- ✓ Discovery, configure, train, review-and-release onboarding
- ✓ POPIA-minded data handling and human sign-off
- ✓ Ongoing agent maintenance and IT support
Pricing
Scoped onboarding plus monthly support, quoted in writing.
Ready to get started with AI Agent Setup?
Book a free consultation or IT audit. We will show you exactly how this service fits your business.
Get a Quote →Or call +27 71 672 3800