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IBM Financial Services United States

Farmers State Bank

Customer Service Automation

Farmers State Bank needed to connect fragmented website, phone, and branch interactions because customers expected digital-first convenience while the bank still needed to preserve the personal relationships central to community banking.

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Reported impact

Business outcome

Farmers State Bank created more continuous customer journeys, reduced staff interruption from routine requests, and scaled digital convenience without weakening relationship-based service.

  • Customer Experience
  • Productivity Improvement
  • Scalability

Solution

Farmers State Bank partnered with Incede.ai to deploy Penny, a digital front door powered by IBM watsonx Orchestrate. Instead of functioning as a simple FAQ chatbot, Penny uses multi-step orchestration to understand intent, guide customers through complete tasks, and connect them to the right banker or service. The assistant can schedule appointments, request callbacks, identify the correct branch, and extend conversations beyond the website through links to scheduling systems, internal tools, and SMS messaging. IBM watsonx Orchestrate also brings enterprise-grade auditability, logging, and governance controls that fit a regulated banking environment, so the experience can be both convenient and compliant. Because the interaction model was co-designed around FSB's service philosophy, Penny became a channel-connecting workflow layer rather than a generic overlay, helping the bank unify customer journeys while leaving staff more time for higher-value relationship work.

Data flow

Customers engage Penny in natural language, watsonx Orchestrate routes the request through scheduling systems, internal tools, and SMS messaging as needed, and the guided workflow returns the customer to the right banker or next action in a single interaction.

Solution architecture

3 components · 2 layers
  1. Serving
    • Penny Acts as the bank's customer-facing digital front door for inquiries, scheduling, and guided service interactions.
  2. Orchestration
    • IBM watsonx Orchestrate Coordinates the multi-step workflows that let Penny execute tasks across systems and channels.
    • Incede.ai Co-designed and deployed the assistant in line with the bank's customer-service model and operational needs.

Architecture clues

  • The assistant orchestrates work across scheduling, internal systems, and SMS instead of stopping at chat responses.
  • The design was tailored to the bank's tone and service philosophy through hands-on journey-mapping workshops.
  • The solution includes auditability, detailed logging, and governance suited to a regulated banking environment.

Evidence from the source

"A single interaction to go from inquiry to action"
"Penny," an agentic AI assistant powered by IBM watsonx Orchestrate
"connect with scheduling systems, internal tools, and SMS messaging"
"the platform supported multi-step orchestration"
Transparency Evidence & methodology 75/100 reference value · 87% confidence · 1 source

Review how this reference was scored and trace each normalized claim back to its documented source.

01

Scoring methodology

How scores are calculated

Customer Reference Value measures usefulness as a customer reference. Evidence Confidence measures the quality and traceability of available evidence, not independent verification.

Customer reference value75/100
  • Problem clarity20/20
    Measures whether the customer's operational problem is specific enough to compare.
  • Implementation depth25/25
    Rewards named components, data flow, integrations, and architecture detail.
  • Outcome specificity20/20
    Measures whether the reported benefit is concrete rather than a generic claim.
  • Quantified impact0/25
    0 metrics describe measurable impact.
  • Deployment scale10/10
    Rewards evidence of a live or scaled deployment and meaningful integration scope.
Evidence confidence87%
  • Source authority20/25
    The main evidence is an official vendor-published customer story.
  • Claim traceability21/25
    10 of 12 key fields link to a named source.
  • Direct evidence20/20
    4 direct source quotes retained.
  • Date provenance10/10
    The publication date comes from the source page or publisher.
  • Source transparency8/10
    1 source reference document publisher, URL, authority, retrieval, and supported fields.
  • Implementation specificity8/10
    Rewards source-backed components, data flow, quantified impact, and a specific outcome.
02

Traceability

Sources & provenance

Field coverage shows which facts each source supports. Dates are shown only when documented by the source.

  1. IBM

    Farmers State Bank customer story

    First-party
    https://www.ibm.com/case-studies/farmers-state-bank
    Source type
    Vendor-published customer story
    Published
    Aug 10, 2026
    Supports
    • Customer
    • Business problem
    • Solution
    • Products
    • Solution components
    • Data flow
    • Integrations
    • technical area
    • use case category
    • Business outcome
    • outcome category
    • Metrics
    • Architecture
    • evidence quotes
    • Publication date

Date evidence

Not separately sourced Industry, Region, Company size. Treat these normalized attributes as lower-confidence until a dedicated source is added.

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