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AI-assisted reporting, grounded in a per-article claim ledger. Perspective Coverage and Reality Strip separate source viewpoints from evidence, adoption, hype, incentives, and confidence.

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TOTVS

Brazilian enterprise software vendor, 40 years old, with a largely on-premise transactional estate; the speaker's employer and the subject of the architecture described.

Current clusters

build1 distinct publisher

An agent's burst of unpredictable queries outruns an ERP tuned for screens

Fabiane Nardon of TOTVS, whose systems she says carry about a quarter of Brazilian GDP, puts the engineering work in the data access layer, because that layer decides what an agent loop can read and how stale the read is allowed to be.

Publishers:infoq.com

Reality

Evidence42
Adoption33
Hype gap+8
Incentives52

Confidence45

TOTVS — company — Clarity Today