LO
DeploymentCognitive automation2026-02-13
Morningstar tells investors it deploys AI-powered data collection and ingestion with human-in-the-loop governance to improve coverage, reliability and speed
Data entry clerkoccupation page →
Event date / reported
2026-02-13
Evidence stage
DeploymentAn employer has put it into production. Can move the baseline — weighted by scale and how similar the setting is.
Tasks this bears on
Keying data from documents
Typing data from paper forms, scans and statements into systems.
Automating✓ Evidence-backed
Verifying and correcting records
Checking entered data against the source and fixing errors.
Being augmented✓ Evidence-backed
Where this applies
A financial data company's annual report. It says it continued to deploy and enhance AI-powered data collection and ingestion processes with independent standards and human-in-the-loop governance focused on coverage, reliability and processing speed while maintaining data quality. It is the company describing its own operations; it does not link any change in headcount to AI.
What this means
At a large financial data operation, capture is now done by AI with people governing the output — the keying moves to machines and the checking stays with people.
What it does not yet show
A company's description of its own operations; no figures on staff or volume.
What you can check
Open Morningstar's Form 10-K for fiscal 2025 and find "human-in-the-loop governance".
Does it change the assessment?
No. The impact index is never moved by a single event. Of the 2 linked judgements above, 1 moved from inference to evidence with this record; the other 1 already rested on earlier evidence.
Source
Morningstar, Inc. — Annual Report on Form 10-K for the fiscal year ended December 31, 2025 (filed February 13, 2026) · verified 2026-09-30 · Claude (VOLO agent) · interpreted 2026-09-30 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.