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Case studies

AI adoption and agent build case studies.

Real, deidentified engagements showing how AI roadmaps, workflow orchestration, and agent builds move from strategy to measurable operational outcomes.

Retail Aviation Education AI agents

Featured case studies

These examples are deidentified and include engagements delivered by Springlab AI founders and team, including prior-role delivery where noted. They are organised by the type of business problem leaders commonly search for: AI adoption roadmap, AI implementation, workflow automation, and AI agent build.

Case Studies

5 outcomes · 5 business problems
01 Retail AI Roadmap

$2.4M projected savings and 5 AI opportunities validated across P2P and O2C workflows.

 02 P2P Transformation

$10M savings over 5 years with improved working capital visibility and finance capacity.

 03 AI Orchestration

Approval routing, exception escalation, and spend anomaly detection across 780+ stores.

 04 RevOps Agent

HubSpot, Stripe, and aXcelerate connected through a single natural-language intelligence agent.

 05 Assessment AI

Assessment extraction, evaluation, feedback, and trainer validation automated through an AI pipeline.

 06 Build With Us

Scope agent builds, workflow automation, and workspace pilots around your highest-value use cases.
Case study output Roadmaps, governed implementation paths, AI agents, and measurable operating outcomes.

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