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All Customer Stories

JBI Interiors CFO insights
from a Kognitos AI rollout

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.

“As CFO, I needed transparency into every AP decision. Kognitos gives me that, every approval, every exception, documented in plain English.”
Portrait of David Calvert
David Calvert CFO, JBI Interiors
JBI needed a partner that could deliver:
  • Tailored assurances and a responsive, consultative rollout style
  • Clear answers to security, control, and architecture questions from day one
  • A fast path to value so finance could “leap” into governed automation without months of runway
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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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Frequently asked questions about the JBI Interiors story

JBI Interiors eliminated 3,300 hours of manual work per year using Kognitos automation. President & CEO Scott Mallory described the partnership as 'transformative' and said Kognitos understood the human element of AI — not just the technical implementation.
JBI's leadership specifically called out that Kognitos is 'economical' because they don't have to rely on the largest LLMs from hyperscalers to get production-grade results. The neurosymbolic architecture means a smaller, deterministic core does the work — which keeps both cost and risk predictable.
CFO David Calvert's experience reinforced that the bottleneck for finance automation is not technology — it is whether the platform can be governed by finance, not IT. Kognitos's English-as-code interface and built-in audit trail put control back with the controller.
Yes. JBI Interiors and other mid-market manufacturers deploy Kognitos without a dedicated automation CoE, because finance professionals write and own their own automations in plain English. There is no IT ticket queue separating a process change from a deployed automation.

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