DataCore Analytics

Our Values

Eight things we hold to, written plainly enough that you can hold us to them.

Values pages are usually decoration. These are the specific commitments that shape how we scope work, what we refuse, and what we tell clients when the news is bad.

If we fall short of one of these on your project, say so — to your analyst or directly to [email protected].


Our Values


1Sh

Scientific honesty

We report what the data supports and no more. If a study is underpowered, confounded or compromised, we say so during the work — not after the invoice. A result that will not survive review is worth nothing to the client and less than nothing to us.

2Rp

Reproducible by default

Every deliverable ships with code, pinned software versions and documentation. If a reviewer asks you to rerun the analysis two years from now, you can. Work that only one person can reproduce is not finished work.

3Cb

Capacity stays here

We would rather teach a team to run the analysis than sell them the same analysis twice. Every partnership includes training. Working ourselves out of a contract is a success, not a loss.

4Cf

Confidentiality without exception

Client data is never shared between projects, never reused for method development, and never used to train models without written permission. Access is named, scoped and logged. This is not negotiable at any price.

5Ct

Context is not optional

African populations are the most genetically diverse and the least represented in reference databases. A pipeline tuned elsewhere quietly gets the wrong answer here. Knowing that, and correcting for it, is the work.

6Cl

Clarity over jargon

The report is written for the person who asked the research question, not for another bioinformatician. If a client cannot explain their own results afterwards, we have not finished the job.

7Ow

Someone owns it

One named analyst per project, reachable in your working hours, answering within a working day. Not a ticket queue, not a rotating pool, not silence for three weeks followed by a PDF.

8Rv

Revenue, unapologetically

We are a company, not a grant. Charging properly is what lets us pay African analysts competitively, fund the scholarship programme, and still be here in five years. Sustainability is a precondition for the mission, not a distraction from it.

Why These Eight

They are constraints, not aspirations

Each of these costs us something. Scientific honesty means telling a client their study is underpowered before we bill for a full analysis. Capacity building means training clients to stop needing us. Confidentiality without exception means turning down work that would be commercially attractive.

That is the point. A value that costs nothing to hold is a slogan.

Where they came from

Our consultants have spent years inside African research institutions, and these are drawn from what went wrong there: analyses nobody could reproduce, results that did not survive review, expertise that left with a departing collaborator, and pipelines that quietly misclassified African samples because they were built somewhere else.

Holding us to them

Every project agreement includes the operational commitments that follow from these: a written analysis plan before work starts, a named analyst, a reply within one working day, code and documentation at handover, and honest reporting of limitations. Those are contractual, not cultural. See how it works.

Contact DataCore Analytics

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