Use cases library
See the work. See the system. See the outcome.
Detailed examples of how human experts, AI agents, and the Citadel combine around valuable business workflows.
Case library
Start with the problem that looks familiar
Browse by business function, industry, or type of transformation.
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Professional Services
Client Reporting Agent
Challenge → Guild design → Guardrails → Outcome
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HealthTech
Prior Authorization Assistant
Challenge → Guild design → Guardrails → Outcome
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Logistics
Exception Management Console
Challenge → Guild design → Guardrails → Outcome
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SaaS
Cloud Cost Watchtower
Challenge → Guild design → Guardrails → Outcome
No cases match this filter yet. Tell us about your workflow and it may become the next one.
Anatomy of a case
Evidence before claims
Every use case explains the workflow, constraints, architecture, operating model, and the measure that mattered.
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01
Business Context
The operating reality and why the work mattered.
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02
System Design
People, agents, knowledge, integrations, and controls.
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03
Proof of Value
Baseline, target, observed result, and limitations.
Common starting points
High-value work tends to share a pattern
The best first missions combine meaningful volume, clear rules, accessible data, and human review.
Repeated work
A team performs the same structured task many times.
Scattered context
People collect information from several systems to decide.
High waiting time
Queues and handoffs create delays customers can feel.
Visible measure
Time, quality, revenue, risk, or cost can be compared.
Talk to the Guild
Which workflow should become the next case study?
A Human Wizard will help you map its current cost, automation potential, and safest starting point.
Begin the assessment