Case studies

How teams build on OmniFabric

Real deployments across industries — the challenge, the solution, and the measurable results.

Trusted by industry leaders

Amway Tencent Stone Castle Mercury Insurance Olsera JST
Technology

A unified multimodal data & feature platform

+40%feature reuse
Challenge

AI features and models were rebuilt in silos across departments, slowing every new project and inflating compute spend.

Solution

Tencent built a multimodal data platform and AI feature-management system on OmniFabric, so teams publish, discover, and reuse features from one governed store.

Results

Cross-department feature reuse rose 40% and model development cycles shrank 30%.

AI platform team
Retail & CPG

An AI Agent data foundation for marketing

+50%marketing efficiency
Challenge

Marketing teams spent more time assembling multi-source data than actually running campaigns.

Solution

Amway built a unified AI Agent data foundation on OmniFabric and a Copilot marketing assistant grounded in it.

Results

Marketing efficiency improved by more than 50%, with a data foundation ready for future agents.

Global nutrition & wellness brand
Finance

Automated investment research at scale

80%analyst time freed
Challenge

Analysts spent most of their time gathering data across 60+ sources instead of forming a view.

Solution

Stone Castle deployed OmniFabric Intelligence to automate research across 60+ sources with real-time portfolio monitoring.

Results

Around 80% of analyst time was freed for strategic work, with monitoring in real time.

Investment firm
E-commerce

Automated order & catalog data pipelines

+40%auto data entry
Challenge

Order and product data was fragmented across channels, and manual entry was a constant bottleneck.

Solution

JST used an LLM-based parsing engine on OmniFabric to extract line items and write structured data back automatically.

Results

Around 99% of data entry was automated, cutting per-item processing from hours to seconds.

E-commerce ERP platform
Retail SaaS

Real-time analytics for every merchant

10×faster insights
Challenge

High-volume merchant transaction data was hard to analyze in real time for business insights.

Solution

Olsera streamed transactions into OmniFabric for real-time analytics and instant merchant-support copilots.

Results

Merchants get real-time insights, and support copilots answer from live data.

Retail POS platform
Insurance

Instant claims & policy risk review

16d → 1mclaims review
Challenge

Manual claims and policy review was slow, and risk clauses were easy to miss under deadline pressure.

Solution

Document intelligence on OmniFabric parsed claims and policies into a self-updating knowledge base with cited, AI-detected risk.

Results

Risk-clause review went from 16 days to about one minute.

Insurance carrier

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