Case studies

Case studies.

Prior operating work Thomas Matteson has run, with the measure defined, and results other companies have published for this kind of work.

Prior operating company

Finance and the back office, August to October 2026.

An unnamed company Thomas Matteson ran before Wright Applied. The Selra results view is that record. A Wright Applied client result is published with the engagement that produced the count.

Prior operating company

August–October 2026

4,668

Tasks completed

~1,140

Hours returned

$5.09M

Document value

$100M+

RFP bid value

  1. AP coworker
  2. Reporting coworker
  3. Sales ops coworker
  4. Collections coworker

The Selra results view. 4,668 is tasks the agents completed. About 1,140 is hours returned. $5.09 million is document value the agents handled. $100 million and above is RFP bid value the team handled and responded to.

Published applications

Results these companies have published.

Published by the companies named, with the source linked. Examples of this kind of work, separate from the operating record above.

Insurance · Wholesale broker

Over 100,000 calls, and a nearly 20% productivity increase

Apivia Courtage, a French wholesale insurance broker, with SoundHound’s Amelia conversational AI agents.

Challenge
The customer-relations team handled inbound questions on medical-expense reimbursement and insurance guarantee levels.
Applied
SoundHound’s Amelia conversational AI agents took those calls alongside the customer-relations team.
Outcome
In just under a year the agents supported more than 100,000 customer calls. Inbound queries handled directly by the customer-relations team fell by nearly 20%. SoundHound published this as a nearly 20% productivity increase.

Source, Apivia Courtage and SoundHound, 21 November 2024

Paper and forest products · Multi-site manufacturer

65% reduction in invoice processing time

Kruger Products, with ConvergentIS invoice automation.

Challenge
Accounts payable processed vendor PDF invoices, including the match to goods receipts and purchase orders.
Applied
AI and OCR extracted the invoice data. Business rules ran automated three-way matching against goods receipts and purchase orders, with an approval workflow for exceptions.
Outcome
In the one-week go-live statistics, Kruger processed 2,200+ invoices. 40% of invoices were processed in under one minute. Invoice processing time was reduced by 65%.

Source, Kruger Products and ConvergentIS

Food production · 12 manufacturing plants

2,388 hours a year out of accounts payable

Kepak, one of Europe’s leading meat producers, with UiPath robotic process automation.

Challenge
Six people on the accounts payable team processed invoices as the daily repetitive task.
Applied
UiPath robotic process automation on accounts payable, then further automations across the business.
Outcome
The first automation removed 2,388 hours of repetitive tasks a year and brought the accounts payable workload from the equivalent of six people to two. The program has handed 15,000 hours back to staff, with 10 processes automated, 5 in the pipeline, and 54 ideas submitted.

Source, Kepak and UiPath

Construction · SEK 177 billion revenue in 2019

10,000 hours returned each year

Skanska, about 34,000 people, with UiPath robotic process automation.

Challenge
Checking payroll data on its way to the ERP took one employee a week each month. Automation maintenance took about a day a week.
Applied
UiPath robotic process automation. HR runs the digital colleague HRobin on payroll and HR administration. 35 processes were automated in under three years.
Outcome
10,000 hours returned to the business each year. Payroll data processing takes five minutes a day. Monthly automation maintenance takes 30 minutes.

Source, Skanska and UiPath

Wood coatings · Mid-sized manufacturer

Forecast cycles from three to four weeks to about one

Canlak Coatings, a mid-sized wood-coatings manufacturer in New Jersey, with Microsoft Fabric and Power BI.

Challenge
The sales forecast lived in emailed spreadsheets and refreshed at customer level, while actuals moved daily at product level inside Microsoft Fabric.
Applied
With Data Crafters, Fabric Planning sits on the existing governed Power BI semantic model and writes plan data back to a SQL database inside Fabric.
Outcome
Forecast cycles went from three to four weeks to approximately one week, a 75 to 80 percent reduction in the time finance spends producing each cycle.

Source, Canlak Coatings, Microsoft customer story

Consumer goods · Nonprofit marketing

Weekly reporting time reduced by 95%

Avocados From Mexico, with Lantern, on Microsoft Fabric and Power BI.

Challenge
Reporting depended on fragmented data and manual processes.
Applied
Lantern implemented Microsoft Fabric, moved data into OneLake, and built Power BI reports on a semantic model.
Outcome
The published title is a reduction in weekly reporting time by up to 95%. For one employee, weekly reporting time was reduced by 95%, saving half a workday.

Source, Avocados From Mexico, Microsoft customer story

Power management · Finance

SOP creation from one hour to 10 minutes

Eaton’s finance teams, with Microsoft 365 Copilot.

Challenge
Finance teams documented standard operating procedures by typing each one, at over an hour per procedure.
Applied
Microsoft 365 Copilot on the accounting documentation program.
Outcome
Time to create 1,000 SOPs was reduced by 83%, from one hour to 10 minutes, saving 650 hours.

Source, Eaton, Microsoft customer story

Cybersecurity software · 1,000–4,999 employees

2,320 staff hours saved in one quarter

Tenable, with Responsive AI, on RFP, RFI, DDQ, and security-questionnaire responses.

Challenge
Proposal volume grew across RFPs, RFIs, DDQs, and security questionnaires.
Applied
Responsive, with a vetted content library, Responsive AI, and LookUp for sellers.
Outcome
Responsive AI saved 2,320 staff hours in a single quarter, about $122,000. Time to a first draft moved from 10 days to 2–3 days. The published win rate is 70%.

Source, Tenable and Responsive

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