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ISSUE 2 {{current_date_full}} · FIELD NOTES
Hey {{first_name}}
This week, one idea keeps coming up:
Two days to seconds is the headline. 95%+ accuracy is the story.
I wrote this week about a live procurement agent deployment where a two-day manual review process moved to seconds.
That is the part everyone understands immediately.
But it is not the bit that matters most.
The bit that matters is how the agent got trusted.
Shadow mode first. The agent ran silently alongside the existing process, checking real requisitions without changing the workflow.
Then advisor mode. Its outputs started feeding real approval decisions, with humans still making the call.
Only after that do you earn the right to talk about progressive autonomy.
That is the difference between procurement agents and procurement theatre.
Speed is impressive.
Trust is useful.
Read the piece.
Three things worth your time.
The agent pilot problem.
Forrester says enterprise leaders are bullish on agents, but most are still stuck before real operational deployment.
ARTICLE · ITPRO · 4 MIN READAgents are becoming identities.
OpenClaw is a useful reminder that agents need ownership, permissions, and audit trails, not just better prompts.
ARTICLE · TECHRADAR · 4 MIN READTwo days to seconds.
The headline is speed, but the real story is 95%+ accuracy, shadow mode, and trust earned in stages.
ARTICLE · PACTUM · 3 MIN READ
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