8 cases
8 cases
Run video annotation overnight so it is done by morning
In a feature rundown from Volcano Engine's Wuhan event, GeekPark reports that one company scheduled its video annotation work for the night: ArkClaw opened the annotation platform on its own before dawn, operated it through the browser the way a person would, and the finished work was ready the next morning. The company is not named and no volumes or time savings are given.
Executive
Source: geekpark.net · Apr 2026
Assign seats to new hires and process emailed invoices
The vendor describes an operations Bot that sets up software seats for incoming employees and handles invoices that arrive in Gmail, plus an expense Bot that logs emailed receipts and chases missing categories.
HR · Finance
Source: x.ai · Aug 2026
Extract key clauses from every contract and make them searchable
Unifi, a large North American aviation ground handler, built a contract pipeline in which uploaded labor agreements are read, summarized and stored as structured data, and lawyers query them through a Copilot Studio agent.
HR · Executive
Source: microsoft.com · Mar 2026
Answer auditors' process questions and draft risk control matrices
Grupo Bimbo's internal audit team built two Copilot Studio agents: one that answers auditors' questions from the team's SharePoint methodology, and one that drafts risk and control matrices from global procedures during audit planning.
Finance · Executive
Source: microsoft.com · Jun 2026
Prepare contract annexes for each new store opening
Grupo Bafar, a Mexican food producer and retail group, uses Gemini Enterprise to automate contract management, so legal and retail operations teams can prepare the operational annexes each new branch needs much faster.
Executive
Source: cloud.google.com · Oct 2026
Answer every team's data requests from a Slack channel
Eight Sleep lets anyone tag Devin in its data Slack channel, and it pulls numbers, builds data models and dashboards, and checks suspicious figures for Product, Ops, Finance, Growth and R&D.
Finance · Executive
Source: cognition.com · Sept 2025
Give each team its own agent profile for ops work
A 17-person data startup (Artie) runs Hermes on one self-hosted machine with a separate profile per team. Its BizOps profile handles pipeline reviews, reconciliation and tracker updates, and flags exceptions for a human; staff mostly use it through Slack.
Sales · Finance · Executive
Source: x.com · Sept 2026
Reconcile a month of transactions and flag the doubtful ones
An engineer in Japan who runs a few small businesses had Claude Code build a re-runnable reconciliation pipeline for his books and measured how it did on one month of 200 transactions.
Finance
Source: dev.to · Jun 2026
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How to read the evidence labels
- Vendor says
- The maker describes it on its own site or launch post. It shows what the product is meant to do, with no independent result.
- Tested by press
- A journalist or outlet ran it themselves and reported what happened, including what broke.
- User reports
- Someone using it at work posted about it. Any numbers are theirs, so we write "the poster says".
- Tested by Wize
- Our team ran it on test data and recorded the result.
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