INSIGHTS

Insights

Research and practical guides on verified analytics, regulated data and security, written for the people who must stand behind the results.

White paper · 38 minute read

Models propose, code decides: verified, traceable and controlled analytics for regulated work

The design of DataLogiX for researchers and practitioners: how every number is bound, recomputed and read back, how analytic standards are computed rather than prompted, and how each act of sharing is decided and recorded.

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Articles

Practical pieces on the questions customers and reviewers ask us most: checking figures, publishing safely, stating uncertainty, and protecting data that leaves.

Practice · 6 minute read

How to check the numbers in an AI-written report

Where figures in generated reports go wrong, the five properties that make a figure checkable, and the questions a reviewer should still ask.

Regulation · 6 minute read

Accounting of disclosures under HIPAA: what the rule asks and how to be ready

What 45 CFR 164.528 requires, what is excluded, the deadlines and fees, and where real systems lose track of disclosures.

Methods · 5 minute read

Publishing small numbers without identifying anyone

Primary and complementary suppression, why hidden cells can often be recovered from totals, how to audit a table, and when a rate is too unreliable to print.

Tradecraft · 6 minute read

Likelihood and confidence: writing judgments readers can use

Why probability words mislead, how declared scales fix them, why confidence is a separate statement, and habits that make judgments checkable.

Exchange · 4 minute read

Sharing with partners when the label must travel with the data

What data-centric protection adds once a file leaves your network, how labels and keys travel with it, what it does not record, and how to plan an exchange.

Security · 5 minute read

Post-quantum cryptography for records that must last

Which records are at risk, the new standards and timelines, hybrid key exchange and dual signatures, and a practical order of work.

Product notes, how-tos and video

Comparison

Where DataLogiX fits beside Foundry, BI copilots and data platforms

What each kind of tool proves, and where others are ahead.

Product note

A transcript is not a lead

How a free-form conversation becomes fields your sales team can trust.

Product note

Proving a home visit happened

Arrival, stay and departure, measured from the phone’s own track.

Video

Watch Avatar Studio at work

Recorded demonstrations: questions, qualification and handoff to a person.

How-to

Check that a report is ours and unchanged

What a signature on a report proves, and how to check it.

Service

What a security assessment covers

Devices, accounts and data flows, then a ranked list of what to fix.