Mulberry
For Enterprises

Buyer-side advisory for the data and model API market

Independent guidance for product and intelligence teams replacing underperforming data providers or sourcing new ones. A decade of signing these contracts, on your side of the table.

How it works

The advisory process

1

Understand needs

What you are building, what the data has to do, what success looks like in production, and what the economics have to be. Most sourcing mistakes happen here, before any provider enters the picture.

2

Discover options

We run your requirements against Sourced, Mulberry's live record of 40+ providers across 441 data sources. How each one collects, what they actually reach, and what their terms allow. No provider sales cycles triggered at this stage.

3

Evaluate options

Structured evaluation with KeyKit, run on your own trial key, against your use case rather than general assumptions. Fit, Partial Fit or No Fit, with the trade-offs named.

4

Implement

Partners build it and you contract them directly. We help you judge whether it did what it needed to.

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Outcomes

What you end up with

Coverage you have actually verified.

Sources tested against your requirements, on your own trial key, with the gaps named.

Quality you can build on.

Fields that are populated, timestamps that mean what they say, and behaviour under real volume rather than in a demo.

Cost that matches what you use.

Overlapping sources, tiers you have outgrown, and volume you are paying for and not touching. We map what you buy against what you need.

A decision you can defend.

Fit, Partial Fit or No Fit against your own requirements, with the trade-offs named, in writing.

In practice

Nine platforms, twenty countries, one decision.

The situation

A social intelligence platform was expanding coverage into twenty countries across nine platforms. Sub hour latency, non English content, country level geo, and pull based delivery only. A $500,000 annual data budget, and no clear view of who could actually serve it.

The work

We mapped the viable providers platform by platform, modelled pricing against their real monthly volumes including credit models and tiers, then ran managed evaluations on seven shortlisted providers against their own requirements, on their own trial keys. Each came back Fit, Partial Fit or No Fit, with the trade-offs named. The market moved underneath the engagement: one candidate was acquired and stopped being available standalone, which is exactly the kind of thing a live evaluation catches and a desk review does not.

The outcome

The recommended stack met every requirement at roughly $190,000 a year, leaving over $300,000 available for the next wave of expansion.

30x

the annual budget headroom identified, against the cost of the engagement, with every requirement met.

Mulberry provides a far better value than the major consulting firms at a very competitive price. They don't just run a few quick tests and dump it in a spreadsheet, but conduct a thorough qualitative and quantitative analysis that helps us discover our strong and weak points.

Vadim
Vadim
CEO & Founder, Tisane

Start with a call

One conversation. No pitch. We will tell you whether Mulberry can help and what that looks like before any engagement begins.

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