Engineering firms
Engineers lose hours finding the right clause in standards, specifications and past project files.
- Specification search across approved documents
- Document checking against the specification
- Proposal preparation from past bids
Forward-Deployed Engineers in South Africa
A South African team that works inside your business, on site in Johannesburg, Pretoria, Cape Town and Durban, to take one AI workflow from diagnostic to production.
Engineers who can be in the room
AI workflows fail when the people building them never see the work. Our Forward-Deployed Engineers sit with the teams who run the process.
On site for discovery
We run discovery interviews and workflow observation in person, on site in Johannesburg, Pretoria, Cape Town and Durban.
POPIA from the first week
Data handling is reviewed with your security, legal and POPIA teams before anything is launched.
Your working hours
Engineers work South African business hours, so reviews, demos and fixes happen in your day.
Clients beyond South Africa
If your operations extend beyond South Africa, we deliver remotely, with planned site visits for discovery and launch.
South African sectors where AI pays off first
We focus on South African engineering, mining and agriculture, where expert knowledge is scarce and documents are long. These are typical first workflows.
Mining suppliers and operations
Maintenance knowledge sits with a few experienced people and in manuals nobody has time to read.
- Maintenance knowledge retrieval
- Work-order preparation
- Incident-report drafting
Agriculture
Field teams and customers ask the same questions, and the answers live in research and product documents.
- Service desks that answer from approved sources
- Agronomy retrieval for field and advisory teams
We measure the result in terms your teams already track: time per deliverable, cycle time, rework and hours saved.
Two ways to work with us, plus support
Most engagements start with a paid AI workflow diagnostic. It takes about two weeks and ends with a go/no-go decision on one workflow.
Managed implementation
We take one bounded workflow from proof of concept to production, typically in six to eight weeks. We agree the acceptance criteria with you, then own the build, testing, launch and handover.
Best when you want one accountable team and a defined outcome. Most clients start here after the AI workflow diagnostic.
Embedded engineers
One senior engineer, or a small pod, joins your team under your leads and your sprint cadence. Use it as a dedicated AI squad on your roadmap, or as specialist staff augmentation for retrieval, LLM and multi-agent work.
This is collaborative delivery and capability transfer, not outsourcing.
Best when you have internal product leadership and need specialist AI engineers inside it.
Support
We monitor usage, cost and quality, fix issues, and update models and prompts as providers change. When the first workflow is stable, we help you choose the next one.
Available after either engagement.
Production AI built by our South African team
MegChem is a client deployment. ChatStack and Weaver are our own products, built and run in production by the same engineers, and they show the depth of our OpenAI build experience.
MegChem
ADS built Meg AI, a voice-first knowledge agent, for MegChem. The pilot was live within two weeks and is being rolled out company-wide, with estimated efficiency savings in the hundreds of hours.
2 weeks
to a live pilot, now rolling out company-wide
ChatStack
Our own multi-agent platform turns a guided client conversation into clear requirements and a fixed-price estimate. It removed a bottleneck in our sales process.
2 months to 3 weeks
lead to conversion
Weaver
Weaver brings Cursor, Jira, GitHub, Google Workspace, Figma and Slack into one view, so leaders see delivery progress, risk and AI usage without assembling updates by hand.
6 tools in one view
clearer delivery and adoption insight
Why a South African FDE team
The model is rarely the hard part. Adoption is. We treat the people and the process as part of the build.
Local discovery
We sit with the people who run the workflow before we design anything, on site in South Africa.
Workflow integration
We connect AI to the systems your teams already use, rather than adding another tool to check.
Change management
Training, written guidance and early users who show colleagues why the solution helps.
Continuity
The same engineers stay from diagnostic to support, so knowledge is not lost at each handover.
Forward-Deployed Engineers in South Africa: FAQs
Do you provide Forward-Deployed Engineers in South Africa?
Yes. App Developer Studio is a South African team. Our Forward-Deployed Engineers work on site in Johannesburg, Pretoria, Cape Town and Durban, and remotely between visits.
Which South African industries do you work with?
We focus on engineering firms, mining suppliers and operations, and agriculture, where expert knowledge is scarce and documents are long. Typical first workflows are specification search, maintenance knowledge and service desks.
How do you handle POPIA?
Your engineer uses company-approved accounts and only the access a task needs. We review data handling with your security, legal and POPIA teams before launch, and you keep control of your data, logs and intellectual property.
How do we start?
Book a free call. If there is a workflow worth examining, the next step is the paid AI workflow diagnostic, which takes about two weeks and ends with a go/no-go decision.
Can you support our operations outside South Africa?
Yes. We deliver remotely, with planned site visits for discovery and launch.
Talk to our South African FDE team.
A free call first. We will tell you whether a diagnostic is worth it.