We source, structure and maintain hard-to-get information — custom data feeds, datasets and intelligence that help businesses make better decisions.
Three ways we create value.
Get access to information your business is missing.
We source, collect and maintain hard-to-obtain external information, delivering reliable datasets, recurring feeds and APIs that help businesses make better decisions.
In practice: A regularly updated competitor-pricing and availability feed, delivered directly into your team's workflow.
Turn the information you already have into something useful.
We connect fragmented data, improve its structure and quality, and build practical ways to monitor performance, uncover patterns and support decisions.
In practice: Connecting internal business records with relevant external signals to produce a continuously updated intelligence view.
Turn valuable information into a product.
We help organisations transform proprietary information into structured, documented and distributable data products for customers, partners and licensing.
In practice: Packaging an existing proprietary dataset into a licensed feed or API, complete with documentation and a delivery process.
Specialist capability · AI discoverability
We structure authoritative, source-backed information so search engines, AI answer engines and agents can find, interpret and cite it.
Selected data products we've developed.
African fintech regulatory intelligence
Structured regulatory information across 42+ African markets, consolidated from 156+ official sources and maintained through ongoing monitoring.
What it demonstrates:
Independent machine-commerce observatory
An empirical monitoring system that records how machine-payment endpoints actually behave, preserving structured observations and supporting evidence over time.
What it demonstrates:
Other information systems we have built, anonymised.
Wealth management
Fund-selection tool
Live portfolio holdings in, investment rationale out: fund information organised and retrieved to support a selection decision, written in the register of the firm's own portfolio manager.
Knowledge infrastructure
Research and filing system
Specialised agents that research, clip, synthesise and file continuously, so a growing body of material stays organised and retrievable.
From the business question to information you can use.
We identify the decision, commercial problem or unmet information need — and what better data could change.
We investigate where the information exists, its reliability, coverage, access requirements and practical delivery options.
Where appropriate, we test a representative sample or limited pilot before committing to a larger engagement.
We provide the dataset, feed or intelligence capability, with an agreed approach to updates, quality and support.
We pair fifteen years in finance and strategy — sales, compliance, talent rails, entrepreneurship and innovation across sub-Saharan Africa — with hands-on data and software engineering.
Engineers struggle with business context; strategists don't ship. We do both.
What information would make a difference to your business?
Tell us what you're trying to find, track, understand or turn into a product. We'll help assess what is possible and what would create value.
A short note is enough to start.
Email us at zach@vibermacher.com