Embedded AI & Data Engineering
Most mid-market businesses in Africa know they're leaving value on the table with their data. They just can't articulate what to build yet. We don't need them to. We embed, build a working prototype fast, and let the artifact surface what matters.
Who this is for
You sense your data could be doing more, but you're not sure what "more" looks like. Hiring a full technical team is expensive and risky. Traditional consultants need a well-formed brief you don't have. We skip that step entirely. We embed in your business, build something real with the data you already have, and let the working prototype tell you what you actually need.
How we work
A short, high-touch engagement with one goal: a working prototype or tool, not a scoping document. We work with the data you already have, embed in your team, and build something you can see, react to, and use. Discovery happens through the artifact, not before it. Fixed scope. Fixed fee. Typically 4 to 6 weeks.
Once the sprint gives you a concrete reference point for what "good" looks like, you have the vocabulary to sustain an ongoing relationship. We step into a fractional advisory role: scaling what works, building what's next, and keeping your data governance tight.
Governance isn't a phase we bolt on later. Every prototype, every pipeline, every dashboard we build has local compliance wired in from the start. It's a trust anchor, not an afterthought.
See what a sprint could look like
Four quick questions. Takes about 30 seconds. You'll get a tailored view of what a Build Sprint might look like for your situation.
What industry are you in?
How large is your company?
What are your biggest frustrations?
Select all that apply
How would you describe your current setup?
Thinking about your business...
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How it works
No lengthy data transformation project required. We work with the spreadsheets, systems, and exports you already use. You don't need to prepare anything special or hire anyone first.
We embed in your team and build a working prototype within weeks, not months. You see progress in real time, react to it, and shape the direction as we go. The build itself is the discovery process.
By the end of the sprint, you have a working tool and a clear picture of what's possible. That's when an ongoing fractional partnership starts to make sense, because you can direct it.
Why us
XAPIEN exists because of a gap we kept seeing: mid-market businesses in Africa that knew their data was an asset, but couldn't find a partner who could both build the system and get a skeptical leadership team on board.
We've shipped production AI and data systems across industries. Conversational AI handling real support volume. Speech recognition pipelines processing real audio. Analytics functions stood up from nothing. The work speaks for itself.
We build fast, and we make the build legible and compelling to people who aren't fluent in data. That combination of delivery speed and clear communication is what gets projects past the finish line.
A Build Sprint is the fastest way to find out. Fixed scope, fixed fee, 4 to 6 weeks to a working prototype. No lengthy scoping process. No commitment beyond the sprint.
Book a Build Sprint