Manufacturing

JBI Interiors CFO insights from a Kognitos AI rollout

How JBI Interiors' CFO transformed AP operations with Kognitos, eliminating time-consuming manual invoice processing.

JBI Interiors
100s
Hours Saved
As CFO, I needed transparency into every AP decision. Kognitos gives me that — every approval, every exception, documented in plain English.
D
David Calvert
CFO, JBI Interiors
The Challenge

AI ambition with
real-world guardrails.

Recognizing AI as a lever for competitive advantage, JBI Interiors’ leadership team—encouraged in part by conversations across the investor community—committed to a deliberate modernization roadmap. CFO David Calvert and his peers still had practical questions about security, operating model fit, and how quickly finance could trust a new system of work.

“Our leadership urged us to be pioneers in this space… to drive competitive advantage.” — David Calvert, CFO, JBI Interiors

JBI needed a partner that could deliver:

The Solution

English as Code.
AP first, Epicor-native.

Collaborative integration

JBI and Kognitos treated the program as a joint operating initiative, not a one-off IT ticket. Accounts payable invoice automation—wired directly between Kognitos and Epicor—became the first production win, replacing a slow manual matching, coding, and approval path. Employees who previously lived inside repetitive tasks could refocus on supplier relationships and exceptions.

Calvert highlighted how responsiveness and disciplined follow-up built confidence to expand: “The team has been very good at responding… and with proper follow up gave us confidence to ramp things up further.” Encouraged by the initial outcomes, JBI is extending Kognitos into adjacent flows such as sales order entry and quote building.

Cultural integration

Introducing AI stirred a mix of reactions—especially across generations—but practical wins won the organization over. Starting with AP was a conscious choice to pick what Calvert described as “fruit on the ground”: processes that were obviously manual yet well bounded, proving value before tackling harder edge workflows.

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The Results

Measurable outcomes.
In production. At scale.

100s
Hours saved on AP
98%
Matching accuracy
10×
Faster processing
0%
Hallucination rate
Where it runs

Mapped to live
processes.

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