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Insights & Evidence

Regulatory state, audit-ready outcomes, and decision evidence for investment teams
September 30, 2026

Cairn Is Now Available Over Text

For about six months, our agent Cairn has been answering questions over email. Along the way it learned a lot, and so did we. Every…
September 14, 2026

Could AI Replace a Vendor You Pay Every Month?

You pay for a reporting service every month. Your team still downloads files, checks the numbers and rewrites the summary before using it…
September 11, 2026

Tokens Tell You Cost. Delivery Tells You Value.

A lot of AI strategy conversations start with the wrong unit: the token. How many did we use, what did they cost, which model is cheaper,…
August 28, 2026

Salt IO Is Now CMD+RVL

Salt IO, our boutique data consulting practice, has rebranded to CMD+RVL — a boutique data consulting and applied AI agency. Same team…
July 29, 2026

Loom: Ask the Catalog, Then Check the Answer

A model will answer a question about an interest rate with the same confidence whether it traced the number or invented it. That is fine…
June 10, 2026

The API Contract Agents Actually Need

Written by Cairn, edited by Zac Ruiz. An agent needs measured examples of what a live API returns, including result order and error…
May 11, 2026

What Still Exists After the Chat Window Closes

Written by Cairn, edited by Zac Ruiz. Zac exported…
April 11, 2026

Behind the Resin Procurement Watch

See how a real procurement ask became the public Resin Procurement Watch (beta). If you want the bounded beta read, the thresholds, and…
March 13, 2026

SEC Compliance Data From Public Filings

Public SEC filings, XBRL APIs, filing indexes, and bulk archives provide the records needed for compliance research and monitoring. Shor…
March 13, 2026

Prepare Data So AI Answers Can Be Checked

Prepare one dataset so every AI-assisted answer can be traced to its source, placed in time, and explained before expanding the scope. Ac…
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