Adoption Layer's answer

Adoption Layer is designed for:

• B2B SaaS Founders & Product Teams: Looking to boost user activation, improve trial-to-paid conversion, and accelerate onboarding time-to-value.
• Customer Success & Support Leaders: Seeking to reduce repetitive tier-1 support queries while providing seamless escalation paths for complex issues.
• Operations & IT Teams: Deploying complex internal tools (ERPs, CRMs, custom back-offices, portals) who want to eliminate employee training friction and reduce 50-page SOP overhead.

Adoption Layer's answer

Adoption Layer is an AI-first Digital Adoption Platform (DAP) that replaces static, easily dismissed product tours with dynamic, real-time in-app guidance:

• Live visual element highlighting: Instead of overwhelming users with modal popups or external documentation, Adoption Layer pinpoints the exact DOM elements and guides users step-by-step directly on their active screen.
• Adaptive to UI changes: Powered by LLMs that reason over the live DOM in real time, guidance remains accurate even when UI layouts, element IDs, or stylesheets change.
• Hands-on-keyboard learning: Keeps users in control. Rather than relying on black-box browser automation, it guides user attention at the exact moment of hesitation so they build lasting muscle memory.
• Proactive hints & smart escalation: Detects when users struggle, presents contextual tips, and seamlessly escalates complex requests to human support with full session context.

Adoption Layer's answer

Traditional digital adoption platforms (such as WalkMe, Whatfix, Pendo, or Appcues) rely on brittle, manually configured walkthroughs that break on every UI update and require heavy ongoing maintenance.

Adoption Layer stands out by offering: - Zero-maintenance workflows: Simply embed a lightweight JS snippet or deploy the Chrome extension. There is no need to manually record flows or maintain CSS selector scripts. - Real-time DOM comprehension: Understands the user's active page state, questions, and connected documentation dynamically using modern LLMs. - Higher engagement & faster time-to-value: Users get instant visual step-by-step guidance without leaving their workflow to browse help centers or wait on support tickets. - Transparent pricing: Predictable per-application pricing with unlimited users, avoiding unpredictable per-seat or MAU license penalties.

Adoption Layer's answer

Adoption Layer was created by Balthazar and Tristan after years of designing digital products and complex enterprise software systems.

Everywhere they worked, the challenge was identical: organizations invest heavily in modern software tools, then spend weeks writing lengthy SOPs and recording tutorial videos that nobody remembers. New hires struggled to ramp up, made preventable errors, and interrupted senior colleagues with repetitive navigation questions.

Realizing that static walkthrough popups get closed immediately and black-box automation takes away user control, they built Adoption Layer to guide attention directly on screen at the exact moment of hesitation—allowing users to master any software by doing.

Adoption Layer's answer

Adoption Layer leverages a modern, robust, and privacy-conscious tech stack:

• Backend: Ruby on Rails 8, PostgreSQL, Sidekiq, Solid Queue / Solid Cache, and Tailwind CSS.
• Frontend & Widget: Modern ES6+ JavaScript, custom DOM snapshot & mutation parser, Shadow DOM styling isolation to prevent CSS collisions, and Chrome Extension (Manifest V3).
• AI & LLM Orchestration: Gemini via Vertex AI (hosted in Paris, RGPD compliant)
• Infrastructure: High-performance cloud hosting engineered for sub-second latency and GDPR-compliant data processing.

Adoption Layer's answer

• Fast-growing B2B SaaS platforms optimizing user onboarding
• Mid-market companies streamlining internal ERP and CRM adoption
• Enterprise teams reducing repetitive software training SOPs
• Digital agencies managing complex multi-client portals