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A human-in-the-loop data services firm

One shared process where exceptions, not records, get a person's attention.

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Business Services · South-east Europe

A human-in-the-loop data services firm
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Generating Real-World Impact

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The firm is a south-east European outsourcing company that runs dedicated teams for its clients' data handling, verification, customer support and back-office work. It sells the person in the loop as a service. Every client arrived with its own tools, formats and hand-offs. With NRY, the firm built one process on Forge that carries them all.

What changed across the client portfolio:

Every client's work arrives, is verified and is returned on the same recordOperators work a ranked queue of the cases that need human judgementA new client goes live on the process in days, without a new toolTeam leads supervising by exception instead of by spreadsheet
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One Process Spine, Every Client

The old model grew by adding people: every new client brought its own quirks, and the quirks brought headcount. The new model grows by exception. Agents gather, match and flag, and operators decide the cases that genuinely need a person.

Because every client runs on the same process, an improvement shipped for one ships for all. The firm's service catalogue stopped being a collection of one-off processes and became a product.

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Verification Case Study

Exception Queue Dashboard

Screen capture of a Forge exception queue

Every record that fails a check lands in a ranked queue with the evidence attached: the source, the rule it failed, the difference and the suggested fix. Operators work the queue from the top, and the queue keeps getting shorter.

All data presented herein is notional.

First-Pass Rate Trend

Screen capture of a first-pass rate trend dashboard

Every resolved exception teaches the checks. The firm watches first-pass rates climb per client and per source, and sends the stubborn residue back to the client's own master data.

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Extending to Support and Compliance

Data handling proved the process. Customer support and compliance verification are joining it. The goal is one back office that any client can plug a team into, and leave the process to the platform.

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For detailed whitepapers on the following topics, please request access using the form below:

Process spine architectureHuman-in-the-loop controlsForge overviewSecurity

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