Case Studies

Work we've done. Names we can't share.

Every client engagement involves confidential work, so these are anonymized. The problems, the approaches, and the outcomes are real.

Anonymized Client

Global Management Consulting Firm

"For the first time, I could actually answer a client when they asked how we were handling their data in our AI workflow."

Challenge

Sensitive client documents were being analyzed across multiple AI tools without consistent access controls or auditability.

Solution

Aiution designed a secure document intelligence workflow with approved model routes, encrypted storage, role-based permissions, and logging for every prompt, retrieval, and output.

Results

Reduced unmanaged AI exposure across pilot teams

Created partner-reviewable audit trails

Accelerated confidential document review

Anonymized Client

Strategy Boutique Serving Regulated Clients

"We'd been circling an AI policy for six months. This gave us something real to hand to partners — and something the team would actually follow."

Challenge

Consultants needed AI support for research and synthesis, but leadership needed a practical governance model before wider adoption.

Solution

Aiution ran an AI governance assessment, mapped high-risk workflows, drafted usage policies, and configured a monitored AI workspace for approved use cases.

Results

Identified shadow AI risk areas

Established clear usage policy

Enabled safer firm-wide experimentation

Anonymized Client

Professional Services Growth Team

"They didn't need a briefing on why we can't just push code on a Friday and see what happens. They already knew."

Challenge

The internal team lacked specialized AI engineering capacity to move from prototype to production.

Solution

Aiution embedded senior AI engineering support to harden data pipelines, set up observability, improve reliability, and prepare deployment documentation.

Results

Converted prototype into production-ready service

Improved release confidence

Reduced dependency on ad hoc contractors

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