Case Studies

Real pipelines, real outcomes

A look at what we've built. All anonymized - sector descriptors only.

Enterprise software / B2B technology

Automated CMS Content Publishing Pipeline

The client's content team produced blog articles as Word documents but lost hours every week manually reformatting, categorizing, sourcing images, and publishing each post into their CMS. The process was slow, inconsistent, and didn't scale with their publishing cadence.

PythonGoogle GeminiGoogle Drive API
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Enterprise manufacturing / industrial

Email-Triggered Blog Publishing Automation

Blog content arrived by email from multiple contributors in inconsistent formats. Turning those emails into published, on-brand blog posts required manual handling for every submission, creating a bottleneck between content arriving and going live.

PythonGoogle GeminiIntelligent routing
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Multi-region enterprise

Human-Approved Multi-Region Content Updates

Region- and country-specific page content needed frequent updates, but every change had to be reviewed before going live. Coordinating incoming update requests, applying them, and routing them for sign-off was manual and error-prone.

Intelligent routingAI content processingApproval workflow
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Global confectionery brand

Receipt and Campaign Participation Validation at Scale

A large-scale consumer campaign required validating purchase receipts and verifying campaign participation across a very high volume of submissions. Manual verification was impossible at that scale, and accuracy directly affected who qualified for the campaign.

AWS TextractGoogle GeminiOCR ensemble architecture
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Consumer brand campaign (FMCG)

Multimodal Entry Validation and Winner Scoring

A campaign collected user-generated entries that included audio and video - not just text or images. Validating these entries and selecting winners fairly required understanding multimodal content at scale, which is far beyond manual review or simple rule-based checks.

Google Gemini (multimodal)Audio/video processingAutomated scoring
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