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Cases

Proven in practice. Not in a demo.

Five cases from our own production. No anecdotes: every number comes from the same agent environment running today.

Portfolio analysis·spring 2026 · 8 weeks

€49.9M portfolio analysed in 8 weeks

Entire client portfolio walked contract-by-contract through the agents: pricing, indexation, additional-work rules, escalations. € 2.6 mln in possible leakage flagged in March 2026, invisible in manual sampling.

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€ 49,9M
Portfolio
€ 2,6M
Flagged in March 2026
8 wk
Lead time
0 FTE
Extra headcount
Coverage analysis·since January 2026 · ongoing

98.6% coverage on €23M invoicing

Every invoice line matched against contract, hours and delivery. What's missing, what's duplicated, what's under-billed, non-stop. The remainder (1.4%) goes to human review with evidence attached.

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98,6%
Match coverage
€ 23M
Invoicing
24/7
Cadence
1,4%
To review
Object onboarding·May 2026 · 6 days

10 objects fully ingested in 40+ hours of work

New objects added to the portfolio: contracts, safety plans, work instructions, key dossiers. From a PDF stack to searchable, structured knowledge the agents can reason over.

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10
Objects
40+ u
Lead time
7
Document types
100%
Traceable
Knowledge processing·najaar 2025 – voorjaar 2026

25,841 documents read, indexed and linked

Contract documents, annexes, side letters, correspondence. Not just stored: parsed, linked to the right entity and available as context for every agent decision.

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25.841
Documents
7
Collections
3
Compute machines
0
Data outside NL
Methodology

All numbers come from a single production environment. Portfolio amounts are anonymised, but counts (documents, hours, agents) are read directly. Signal amounts are 'recoverable, flagged', final recovery depends on human decisions and client dialogue.

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