Start with the decision
Before any pipeline is designed, we identify the call it will inform. Data that cannot be tied to a decision is inventory, not intelligence.
About DataTwigs
Small branches. Bigger systems.
DataTwigs Solutions exists because the distance between raw external information and a confident business decision is wider than most organisations can bridge with spreadsheets and goodwill.
The name is the method.
The name describes the method. A twig is a small offshoot, easy to overlook on its own. Joined deliberately, twigs become structures that carry real weight. We specialise in that joining work: gathering the many thin strands of market evidence that surround a business, then binding them into systems strong enough to support pricing calls, assortment plans, research findings and operational schedules.
We are engineers first and evangelists never. If a deterministic rule beats a model, we ship the rule. If a simple feed beats a dashboard, we ship the feed. The measure of our work is not its sophistication but the quality of the decisions it makes possible, and we would rather be useful than impressive.
How we work
Practical to the core.
Show the seams
Our systems report their own confidence. Clients see match rates, coverage numbers and failure modes, because trust grows from visibility, not polish.
Build for the rehearsed failure
Sources change, volumes spike, jobs stall. We rehearse those moments in design, so the first production incident is not the first time the system has been tested.
Leave systems teachable
Documentation, runbooks and clear ownership are deliverables, not afterthoughts. The systems we hand over are understood by the people who run them.
Standards
What we hold every system to.
Reliability is a feature
A dataset that arrives late is a rumour. We treat delivery times, error budgets and recovery behaviour as product requirements, designed in from the first sprint.
Quality is measurable
We attach numbers to cleanliness: match rates, field completeness, source agreement. When quality moves, you see the movement and its cause, not just a vague worry.
Scale is designed, not discovered
Systems that work for ten sources and collapse at a thousand were never designed. We build for the volume you are heading toward and rehearse the growth before it happens.
Compliance shapes architecture
Access rules, rate limits and data protection duties belong in the design, not the appendix. Infrastructure that respects its sources is infrastructure that lasts.
Bring us a decision that needs better data.
DataTwigs Solutions exists because the distance between raw external information and a confident business decision is wider than most organisations can bridge with spreadsheets and goodwill.