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Services
Production AI for South African businesses. Four build types — Automations, Knowledge Systems, AI-Ready Websites, Operator Tools. Each one fixed-price, scoped before you commit, and handed over with the code in your repository so your team can run the system without us.
Book a CallWhat we build
Each one is its own engagement, scoped and priced separately. Most clients start with one and grow into a second once the first is running — not because we push it, but because once a team sees a build land cleanly the next opportunity becomes obvious.
01 / AI Automations
Autonomous pipelines and connected workflows that capture, research, decide, and route — escalating only when a human call is genuinely needed.
Read the playbook02 / Knowledge Systems
Citation-backed AI search over your own documents. Every answer cites the exact section, every time. No hallucinations, no exposing company knowledge to the public web.
Read the playbook03 / AI-Ready Websites
Next.js sites with SEO and GEO baked in. Server-rendered for AI crawlers, citation-dense for AI engines, audited against Core Web Vitals at every stage.
Read the playbook04 / Operator Tools
Bespoke review surfaces, copilots, and operations dashboards — designed for your operators' real workflow, not how a SaaS vendor thinks they should work.
Read the playbookHow a build works
The same stage-gate model applies to every product family. The first stage is free, every stage that follows is fixed-price, and you can stop after any of them.
30-minute call. We pull apart how your business actually works and find the three places automation pays back fastest. You get the brief, with or without us.
We build one automation against the highest-ROI target. If it doesn't earn its keep, we don't move on. Two to four weeks, fixed price.
Full system. Production-grade code, deployed on your infrastructure, documented well enough another developer can take over. Fixed scope, fixed price.
Optional monthly support. We monitor, tune, fix breakages. Billed by usage, not retainer — when it runs cleanly, you pay less.
Engagement formats
The four product families are the core. These three engagement formats sit alongside them — useful when the shape of the work doesn't fit a fixed-price build, or when an existing system needs an ongoing partner rather than a new one.
01 / 4–8 weeks
Fixed-scope build for one specific process. Scoping workshop → working solution → tested handover. Use when you already know what to automate.
Book a Call02 / Ongoing · 3-tier
Embedded AI advisory for businesses with automations already running. Monthly strategy session, hands-on optimisation, team training. Recurring partnership.
Book a Call03 / ½-day to 4 sessions
Role-specific workshops with custom prompt libraries. Operations, Sales & Marketing, Finance, Leadership — pick the modules that match your team.
Book a CallWhy this approach
Three numbers explain why AAA ships fixed-price scopes with a clean handover at every stage. The pattern that kills AI projects is the same one that keeps consultants in business indefinitely — demos that never become production systems.
of generative-AI projects forecast to be abandoned after proof-of-concept — cited reasons are poor data quality, escalating costs, and unclear business value. Gartner, July 2024.
visibility lift for pages that add cited statistics. Named quotations add +31%; outbound citations add up to +115% for lower-ranked pages. Aggarwal et al., Princeton, KDD 2024.
of Google queries now trigger an AI Overview. Organic CTR drops by up to 61% when the Overview appears — invisible-to-AI sites lose the click before it lands. Seer Interactive, 25.1M impressions, 2025.
Most AI pilots run. Something gets demo'd. Then six months pass and nobody can quite explain why the system isn't actually running anything in production.
Matt Owen, in Why Most AI Projects Stall Before They Ship.
Proof
Not demos — live systems processing real data, with the tests, monitoring, and ops work that keep them running.
Lead capture and reply automation for an SA consumer brand. Live in production.
Compliance-ready KYC and transaction workflow for an SA fintech. Fully audit-logged.
Tenant intake and maintenance triage for a Cape Town property firm. Replacing manual ops.
Tell me what your team is trying to ship. I’ll tell you which of the four families fits and what the first 30 days look like.
Book a Call