Inspire AI
Inspire intelligently automates the work that slows enterprise teams down — onboarding raw data, enriching and adapting content at scale, and optimizing how product information performs across channels. Product data is governed, auditable, and built for agentic commerce.
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The product content bottleneck is costing you more than you think
Every market, channel, and regulatory environment wants product information differently. Each content gap compounds — missed windows, rejected listings, products invisible to AI-powered search, teams fixing data instead of driving growth.
As AI reshapes buying habits, the margin for error is shrinking. Manual checks, disconnected tools, and bolted-on AI features weren’t built for the speed and scale of agentic commerce.
Stop Automating Tasks. Start Orchestrating the Lifecycle
While other AI tools handle isolated tasks, Inspire, Inriver’s native agentic AI engine, is designed to execute end-to-end workflows within one governed system. Leveraging leading LLMs (GPT-5, Azure, Gemini), it delivers enterprise-scale performance backed by international safety standards.
Generate, adapt, and localize product content at scale
Content demand scales exponentially. More channels, more markets, more formats — each requiring product content tailored to it. Inspire automates generation, adaptation, and localization, compressing enrichment cycles from weeks to hours. Content arrives more accurate and consistent, ready to perform across every market and format.
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Onboard product data intelligently, at AI speed
Use natural language to ingest, classify, and structure product data from upstream systems and unstructured sources, automatically. Multimodal AI handles multiple formats to ensure entities arrive in Inriver correctly mapped and validated, with the right relations and fields in place for AI to consume.
Generate and enrich content at scale
Inspire’s AI agents generate, refine, and bulk-localize content, balancing creative narrative and factual specification, across audiences. Content is structured and optimized for visibility across search, AI-assisted discovery, and generative engines like SEO, AEO, and GEO, at scale.
Govern workflows end-to-end
Connect specialized AI agents into configurable workflows. Brand guidelines are embedded at the prompt level as AI content guardrails; custom glossaries and post-translation checks keep terminology consistent. Multiple handoffs become one auditable flow, with quality enforced at every stage, not just at the end.
Lead in agentic commerce
Structure and enrich product data so your customers’ AI agents can discover, compare, and recommend your products with confidence, in the right context. Inspire’s MCP server connects that data directly to your AI tools and agents, laying the foundation for fully autonomous workflows –– without heavy integration.
Stop managing product data. Start orchestrating it.
With Inspire, enterprises replace manual workflows with governed AI execution across the product content lifecycle.
Errors are caught early. Teams stop firefighting. And as AI agents increasingly drive discovery and purchasing, your product content is structured, enriched, and positioned to win.
Product information becomes the infrastructure that drives growth, not the bottleneck that limits it. The shift from traditional shopfront to agentic storefront starts here.
Who is Inspire for?
Inspire is built for organizations considering a shift to agentic commerce because the pace, complexity, or scale of product data operations is outrunning the capacity of existing teams and tools.
- B2B manufacturers and distributors managing large, complex product catalogues
- Brands expanding into new markets, channels, or regulatory environments
- Teams under pressure to reduce compliance risk, manual rework, and time-to-market
- Businesses preparing product data for AI-driven discovery and agentic commerce
- Operations facing tool sprawl from disconnected AI tools and pilots
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