AI Readiness Is an Operations Question, Not a Technology Purchase
AI readiness is whether a firm’s important work survives without the colleague everyone asks where the data is. It is built in records, written rules and named owners, not bought.
AI
Artificial intelligence and machine learning hiring guides, AI engineer salary benchmarks, ML team structure advice, and industry trends shaping AI talent acquisition in 2026 and beyond.
7 Best Fractional Head of AI Firms (2026)
By Devin Hornick, Co-Founder and Partner, KORE1 The best fractional head of AI firms in 2026 are KORE1, Go Fractional, Toptal, Fractionus, Iternal AI, Prime AI Solutions, and Fast Data Science, ranked by the Placement Authority Score across AI domain depth, engagement model flexibility, pricing transparency, and fractional-to-permanent conversion capability. KORE1 ranks first because it … Read more
Data Quality: Uncertainty Tags and How to Mark What Your Data Cannot Support
Data quality is whether a value can support the decision it feeds. An uncertainty tag marks what a number cannot support yet, why, and who will settle it.
Entity Resolution: Why the Same Borrower Exists Five Ways in Five Systems
Entity resolution decides which records describe the same borrower. One borrower, five systems, five names, and the crosswalk that puts them back together.
One Person Is the Database. How to Find Out If That Is You.
Key person risk in data means one employee is the sole route to the numbers. Rebuild one closed quarter without them, log every question, and read the log.
Chief AI Officer Job Description Template 2026
By Mike Carter, Managing Director, KORE1 A chief AI officer job description must spell out the reporting line, the AI budget the seat controls, which deployment decisions it can approve or stop without a vote, and the regulations it answers for. Base pay in our salary guide runs $280,000 to $400,000 at mid-market companies and … Read more
Chief AI Officer Interview Questions 2026
By Robert Ardell, Co-Founder and Strategic Advisor, KORE1 The chief AI officer interview questions that separate finalists in 2026 ask about things that already happened, like the AI inventory a candidate built, what one feature cost per task, and who could shut it off. Strategy answers are rehearsed now. Receipts are not. A specialty insurer … Read more
The First Thing I Build Is Never the Dashboard: What Goes Into the Data Foundation Instead
A data foundation is built in order, starting with raw data kept untouched, one checked record per entity, then a few published tables. The dashboard comes last.
What a Single Source of Truth Actually Means: One Canonical Record Per Borrower
A single source of truth is one canonical record per borrower, a validation library, and an uncertainty tag on every field that cannot be trusted yet.
AI Agent Engineer Salary Guide 2026
By Tom Kenaley, President and Senior Partner, KORE1 An AI agent engineer in the U.S. earns $155,000 to $210,000 in base pay at mid-level and $210,000 to $290,000 at senior in 2026, and what the agent is allowed to change moves the number more than years do. Staff and lead engineers start near $290,000 base. … Read more
