AI-augmented engineering · Cape Town

Ideas,
engineered.

We help companies adopt AI, and we use it ourselves on every job. One AI-augmented team for intelligent automation, legacy system migration, Windows infrastructure and 3D printed products, from first sketch to production.

Bring AI into your businessExplore our services
In everything we build
AI-first
In everything we build
Disciplines, one team
4
Disciplines, one team
Quote turnaround
24h
Quote turnaround
project.ts
const project = await probgon.build({  idea: "yours",  augmentedBy: "ai",  output: ["software", "infra", "hardware"],  quality: Infinity,}); // ✓ shipped
3D printer producing a part

printing… 87%

What we do

Four disciplines. One AI-augmented team.

Most businesses juggle an AI consultant, a dev agency, an IT provider and a print shop. We're all four, and AI makes every one of them faster.

AI adoption

Put AI to work. Not just on a slide deck.

We help companies move from experimenting with ChatGPT to AI that's embedded in real workflows, with agents, integrations and trained teams delivering measurable results.

Book an AI readiness call

  • We use it every day

    Our engineers work AI-augmented on every project, so we recommend what we know works in practice.

  • Measured, not hyped

    Every rollout starts with a baseline and ends with numbers: hours saved, tickets closed, errors avoided.

  • Vendor-neutral & safe

    Claude, OpenAI or open models, chosen on fit. Your data stays yours, with POPIA-aware guardrails.

  • AI Readiness & Strategy

    We map your workflows, find where AI saves real hours or money, and build a phased adoption roadmap with clear ROI.

  • AI Agents & Automation

    Agents that triage email, process documents, update your CRM and run multi-step workflows end-to-end, with a human in the loop where it matters.

  • LLM Integration

    Bring Claude, GPT and open models into your products and internal tools: chat assistants, summarisation, extraction and classification.

  • Knowledge Search (RAG)

    Let staff ask questions of your policies, manuals and data. Answers are grounded in your documents, with sources cited.

  • Team Training & Enablement

    Hands-on workshops that get your people productive with AI tools, from prompt craft to AI-assisted coding for dev teams.

  • AI Governance & Security

    Usage policies, data-handling guardrails, POPIA-aware deployments and evaluation, so you can adopt AI without leaking IP.

Software engineering

Legacy systems, brought up to modern standards. Without the big-bang rewrite.

Legacy migration is the core of our software work. We take the system your business depends on but nobody dares touch, use AI to read, document and test it first, then migrate it piece by piece to a modern, secure, supported stack.

Plan a migration
  • Unsupported platformsSupported, modern stack
  • Undocumented codeTested & documented
  • Desktop-only appsWeb, any device
  • Spreadsheet workflowsProper systems
  • Servers in a cupboardCloud hosted
  • Fragile monolithModular & maintainable

  • Legacy System Migration

    Ageing, unsupported systems moved to a modern, secure, supported stack. Incrementally, module by module, so the business keeps running throughout.

  • Modernisation Assessment

    We audit the old system, document what it actually does and map the risks, then give you a phased migration roadmap with honest estimates.

  • Data Migration

    Years of business data moved out of old databases and spreadsheets into the new system, cleaned, validated and reconciled row by row.

  • Web & Mobile Applications

    Customer portals, dashboards and internal tools, often the modern replacement for an old desktop app, usable from any device.

  • APIs & Integrations

    Wrap legacy systems in clean APIs so new software can talk to them today, while the migration happens behind the scenes.

  • Cloud & DevOps

    From a server under the desk to the cloud, with automated deployments and monitoring, so releases are boring and outages are rare.

IT & systems administration

Windows infrastructure that just works.

From a five-person office to a multi-site domain, we design, secure and manage Windows and Microsoft 365 environments, automated with PowerShell wherever possible.

Talk to us about IT

  • Windows Server & Active Directory

    Domain setup, migrations, Group Policy, DNS/DHCP and file servers, designed properly and documented.

  • Microsoft 365 & Entra ID

    Tenant setup, Exchange Online, Teams and SharePoint, conditional access and MFA. Hybrid or cloud-only.

  • Device Management

    Intune and Autopilot rollouts, patching, software deployment and PowerShell automation across your fleet.

  • Security Hardening

    Defender, least-privilege admin, audit logging and baseline hardening that closes the gaps attackers love.

  • Backup & Recovery

    Tested backups, disaster recovery plans and ransomware resilience. Restores that actually work when you need them.

  • Networking & Support

    Small-office networking, VPNs and remote access, plus ongoing managed support when something breaks.

3D printing

Print. Polish. Produce.

Where we started, and still one of our favourite things to do. From one-off prototypes to production runs, modelled, printed and finished in Cape Town.

Visit the shop

  • Rapid Prototyping

    Test and refine your concept before committing to injection moulding or mass production. We also redesign existing models, including hard-to-find or discontinued parts.

    Request a prototype

  • Small-Batch Production

    Monthly print runs from 10 to 1000 parts for hardware products and kits. Production-level quality, repeatable output, no minimum order drama.

    Request a production run

  • 3D Modelling

    Got a sketch, a broken part or an idea you can't quite visualise? We turn it into a clean, printable model, from display pieces to precision-fit replacements.

    Request a custom model

  • Finishing & Painting

    We sand, smooth, prime and paint so your print looks like it came off a shelf, not a printer. Ideal for client presentations and gifts.

    Upgrade my print

  • Printer Repairs

    Creality specialists, from clogged nozzles to full teardown diagnostics. We also service BambuLab machines (parts may take a little longer).

    Book a diagnostic

How we work

Same process, whatever we're building.

  1. 01

    Discover

    A quick call or message to understand the problem, constraints and budget. No jargon, no obligation.

  2. 02

    Design

    We propose a solution, whether that's an architecture, a migration plan, an AI rollout plan, an IT runbook or a model and material choice.

  3. 03

    Build

    Short, AI-accelerated iterations with regular check-ins. You see working results early, not just at the end.

  4. 04

    Deliver

    Deployed, documented and handed over, or shipped to your door. Ongoing support is there if you need it.

Contact

Let's build something.

Whether it's an AI rollout, a new app, a server that keeps falling over or a part you need printed, tell us about it.

  • Quotes and replies within 24 hours
  • Cape Town based, working with clients everywhere
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