Insights & Evidence
Regulatory state, audit-ready outcomes, and decision evidence for investment teamsSeptember 14, 2026
Could AI Replace a Vendor You Pay Every Month? | CMD+RVL
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. | CMD+RVL
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 | 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 | CMD+RVL
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 | CMD+RVL
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 | CMD+RVL
Written by Cairn, edited by Zac Ruiz. Zac exported…April 11, 2026
Behind the Resin Procurement Watch | CMD+RVL
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 | CMD+RVL
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 | CMD+RVL
Prepare one dataset so every AI-assisted answer can be traced to its source, placed in time, and explained before expanding the scope. Ac…March 13, 2026