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Built for real workloads that run daily

Use LinkAI Route to power production workflows across content, documents and infrastructure control. Below are three packaged scenarios to help teams get started.

01 · Cross-border content pipelines

E-commerce teams juggle multiple marketplaces, languages and compliance rules. Manual copywriting or scattered scripts slow launches.

Pain points

High-volume product changes require fast translation, tone adjustments and marketplace formatting.

Legacy automation breaks when providers change models or rate limits.

How LinkAI Route helps

  1. Normalize data — ingest product feeds into a consistent schema via a single API.
  2. Translate & localize — swap providers per language without touching code.
  3. Publish — push to Amazon, Shopify and other channels through reusable workflows.
Example workflow: Product feed → Classifier (Provider A) → Localization prompt (Provider B) → Compliance check → Output to CMS.

02 · Document & OCR automation

Operations teams process PDFs, invoices and contracts all day. Manual review or brittle scripts lead to slow turnarounds.

Pain points

Different document layouts require multiple OCR services and LLM cleanup. Finance needs clear logs on what was read when.

How LinkAI Route helps

  1. Capture — upload documents to LinkAI storage or your own bucket.
  2. Extract — run OCR + LLM extraction as a pipeline with retries and logging.
  3. Deliver — send structured JSON or CSV downstream via webhooks.
Example workflow: Intake API → OCR (Provider C) → Field mapping logic → LLM summarization → ERP webhook.

03 · Multi-provider AI infrastructure

Enterprise AI stacks need redundancy. Teams want to try new models quickly without re-architecting everything.

Pain points

Every provider introduces new SDKs, auth patterns and analytics. Billing teams lose track of spend.

How LinkAI Route helps

  1. Connect once — add API keys inside Route with RBAC controls.
  2. Use one format — send traffic through the unified API and change models via parameters.
  3. Monitor centrally — logs, credits, alerts and dashboards in one place.
Example workflow: Application request → Route gateway → Provider fallback logic → Logs & spend in dashboard.

Want to map your workflow to Route?

Tell us your use case and we’ll help sketch a routing + workflow setup that matches your constraints.

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