
Contextual AI sales support
CRM-integrated assistant that unifies sales inquiries and accelerates closing without losing traceability.
View caseAI AGENCY · RETAIL & E-COMMERCE
Discoverability, automation, and custom builds — in weeks, not months.
30%
Higher conversion with AI-assisted discovery
40%
Of AI projects fail by automating broken processes
1–3
Steps in the agentic funnel vs. 10–15 traditional
24h
Diagnostic response time
Companies we work with
Three fronts where retail wins or loses visibility in the agentic commerce era.



Real projects with impact metrics: AI in production, automation, and digital platforms.

CRM-integrated assistant that unifies sales inquiries and accelerates closing without losing traceability.
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Serverless orchestration and language models for critical processes with auditing and on-demand scaling.
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Semantic search, personalization, and predictive analytics integrated into a conversion-optimized funnel.
View caseAnalysis, methodology, and technical cases from our retail and e-commerce experience.

Shopping agents already discover and recommend products without users visiting your store. If your catalog isn't machine-readable, you don't exist in that flow.

Universal Commerce Protocol (UCP) aims to unify how agents query catalog, pricing, and checkout. What it means for your stack.
June 10, 2026
Automating broken processes, ignoring data, or deploying chatbots without structured catalogs: failures we see again and again.
June 5, 2026Free diagnostic within 24 business hours. No commitment.
Free diagnostic