Case Studies

Real results from AI that never leaves your walls.

Illustrative examples of how organisations put AIcann to work on-premises — solving operational challenges without their data ever leaving their infrastructure.

Manufacturing

Cutting downtime investigation from hours to seconds

↓ 40%Downtime Investigation
< 3 secAnswer Time
ZeroData Exposure
Challenge

A mid-sized manufacturer lost hours every week reconciling downtime across ERP, SCADA, and maintenance logs. Root causes surfaced only after the next shift — and confidential production data could not be sent to any cloud service.

Solution

AIcann was deployed fully on-premises, connecting to the plant's existing systems. Managers could ask what stopped a line, which assets were failing, and where cost was climbing — answered instantly from live data.

Implementation

Air-gapped deployment on the plant's own servers, integrated with SAP and maintenance logs. No data migration, no external APIs, live in weeks.

Business Outcome

Root-cause analysis moved from the next-shift meeting to seconds, and recurring failures were caught before they became stoppages.

Legal & Financial Services

Fast matter search without privileged data ever leaving the firm

↓ 70%Review Time
NoneData Leakage
On-PremDeployment
Challenge

A legal practice needed faster research across contracts and case files, but confidentiality made public AI tools impossible to use — a single leak of privileged data was an unacceptable risk.

Solution

A private, air-gapped assistant that searches matters, summarises contracts, and surfaces precedent — running entirely inside the firm's infrastructure.

Implementation

On-premises deployment with role-based access mirroring the firm's existing permissions. All processing local; nothing sent outside the network.

Business Outcome

Document review that took days now takes minutes, with complete assurance that privileged information never leaves the firm.

Distribution & Supply

Preventing stockouts and freeing working capital

↓ 35%Stockouts
FreedWorking Capital
98%Fill Rate
Challenge

A distributor struggled with stockouts and overstock at the same time. Supplier performance and inventory levels lived in separate systems, and answers depended on the weekly warehouse report.

Solution

AIcann surfaced which SKUs were below safety stock, which suppliers were slipping SLAs, and how much capital was tied up in slow-moving inventory — all from a single question.

Implementation

Deployed on the company's infrastructure, integrated with their WMS and ERP. Instant answers across all warehouses, with data kept in-house.

Business Outcome

Stockouts were flagged days in advance and slow-moving stock was identified before it became a write-off, freeing significant working capital.

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