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ANML

Unclaimed
www.anml.comSan Jose, CA, United States

ANML is a senior-led design agency delivering B2B web, product design, and branding for enterprise and AI-focused technology companies.

Overview

ANML is a senior-led design agency that creates websites, digital products, and brands for B2B, AI, and emerging technology companies. The studio partners with in-house marketing, product, and engineering teams to translate complex offerings into clear, credible narratives and intuitive experiences. Capabilities span strategy, branding, UX, product design, visual design, and development, with a focus on scalable design systems and cohesive web and software interfaces. ANML emphasizes collaboration, outcomes-driven design, and a craft-forward approach that aligns messaging, information architecture, and interaction across industries such as cybersecurity, semiconductors, IoT, and healthcare.

Mission statement

Our mission is to help technology-driven organizations communicate complexity with clarity by delivering integrated design solutions—from strategy and branding to UX, product design, and development—that empower teams to move faster, win more business, and trust their digital systems.

What we offer

AI & Emerging Tech

Service

Empower users with intuitive interfaces for AI-powered products through clear design.

www.anml.com/services/ai-emerging-tech

IoT & Connected Devices

Service

ANML creates seamless and intuitive IoT experiences across devices, apps, and systems.

www.anml.com/services/iot-connected-devices

Design Systems

Service

Design Systems enables organizations to streamline design processes and achieve consistency across digital products.

www.anml.com/services/design-systems

Enterprise UX

Service

Transform complex workflows into intuitive experiences for enterprise teams.

www.anml.com/services/enterprise-ux-anml

B2B & Enterprise Web Design

Service

Expertly designed websites that clarify complex B2B offerings, drive engagement, and convert leads.

www.anml.com/services/b2b-web-design

Digital Product Design

Service

Creates intuitive digital experiences unifying product, brand, and marketing.

www.anml.com/services/digital-product-design

Branding

Service

ANML's branding services create cohesive brand systems from the product experience, ensuring consistency.

www.anml.com/services/branding

Market segments

Market size by segment

Growth potential (CAGR)

AI product design

1.5 Billion USD20% CAGR

Human-centered UX and UI design for AI/ML products, including agent and copilot interfaces, confidence and uncertainty communication patterns, data visualization, prototyping, and user validation.

B2B website design and development

6 Billion USD6.5% CAGR

Design and engineering of CMS-driven websites for industrial and technical buyers, including UX, accessibility, e-commerce, hosting, integrations and ongoing support.

Design systems and governance

0.39 Billion USD9.5% CAGR

Creation and ongoing maintenance of scalable design systems, component libraries, asset management, and post-launch design governance to ensure consistency across products and teams.

Enterprise application UX

3.5 Billion USD8% CAGR

UX for complex, multi-role SaaS and enterprise platforms emphasizing data-rich dashboards, information architecture, workflow mapping, legacy tool modernization, and real-time collaboration.

Connected device experience

3 Billion USD15% CAGR

End-to-end UX across device, mobile, and web for IoT and connected products, covering onboarding and pairing flows, constrained UI patterns, device status and monitoring interfaces, and unified hardware–software visual systems.

More information about our offering

AI & Emerging Tech

Designing intuitive, connected experiences around complex intelligence. ANML partners with teams to turn AI and machine learning systems into human-centered products that people trust and use. The service covers UX and UI design for AI-powered products, data visualization, concept modeling, and user validation, emphasizing clarity and scalable design. The service includes patterns for communicating confidence, uncertainty, and system limits.

  • Create Intuitive AI/ML Experiences
    Detailed UX and UI design focused on making AI and ML products user-friendly, reducing friction and enhancing engagement.
  • Transform Data Into Insightful Visuals
    Creating data visualizations that help users interpret complex insights from AI models intuitively.
  • Instill Trust in AI Outputs
    Establishing design patterns that clearly convey the confidence levels of AI-generated outputs to users.
  • Guide Users Through Uncertainty
    Designing effective ways to communicate uncertainties in AI outputs to users for better decision-making.
  • Confirm Product Usability With Validation
    Engaging users in validation processes to ensure that the designs uphold usability and deliver value.
  • Improve User Interaction With AI Agents
    Designing clear and functional interfaces that enhance user interaction with AI agents, making them intuitive and reliable.
  • Enhance Usability of Assistant Tools
    Creating interfaces that simplify user interaction with AI assistants, ensuring efficiency and ease of use.
  • Facilitate User Tasks With Copilot Interfaces
    Designing copilot interfaces that assist users in completing tasks efficiently while ensuring usability.
  • Optimize User Interactions
    Designing smooth and engaging interaction patterns for AI applications that enhance user satisfaction.
  • Set Accurate Expectations
    Developing communication patterns that accurately reflect the limitations of AI systems to users.
  • Align Brand With Emerging Technologies
    Integrating branding strategies into emerging tech products to enhance recognition and user trust.
  • Accelerate Development With Prototyping
    Utilizing prototyping to iterate designs quickly, ensuring user feedback shapes the final product.
  • Visualize Product Concepts Effectively
    Utilizing concept modeling to visualize and refine features before implementation, aiding in strategic decisions.

IoT & Connected Devices

ANML designs IoT experiences spanning device, mobile, and web surfaces. They map end-to-end journeys across physical and digital touchpoints, design onboarding and pairing flows, and create device status, control, and monitoring interfaces. They also develop visual systems that unify hardware, software, and brand to deliver cohesive connected experiences.

  • Deliver Cohesive Experiences
    Comprehensive mapping ensures alignment across channels, improving overall user satisfaction and engagement.
  • Unify User Experience
    Consistent UX design across platforms strengthens user trust and usability, creating a seamless experience.
  • Streamline Device Setup
    Designs that simplify onboarding processes, reducing user drop-off and enhancing initial experience.
  • Enhance Brand Cohesion
    Integrated visual identity across all product surfaces fosters brand recognition and loyalty.
  • Enhance User Interaction
    Tailored UI patterns simplify interactions, helping users to navigate complex devices efficiently.
  • Provide Real-Time Feedback
    Interfaces display crucial information about device status and performance, empowering users with immediate insights.

Design Systems

Design Systems creates scalable foundations that unify brand, product, and interaction into a reusable framework. ANML delivers component libraries, interaction patterns, design guidelines, and engineering-ready specifications. The team collaborates with design and engineering to ensure adoption and practical integration into workflows.

  • Fosters Design Consistency
    A set of pre-designed UI components enables teams to maintain visual and functional consistency across applications.
  • Strengthens Brand Cohesion
    A consistent visual identity reinforces brand recognition and enhances user trust across platforms.
  • Ensures Inclusivity Across Devices
    Implementing accessibility standards guarantees all users can engage meaningfully with digital products on any device.
  • Simplifies Development Processes
    Detailed specifications ensure smooth handoff and implementation, minimizing delays during development.
  • Facilitates Design Scalability
    Tokens standardize design properties, enabling scalable and cohesive design implementations.
  • Clarifies Design Intentions
    Clear guidelines help designers and developers understand how to effectively use components and patterns within the system.
  • Ensures Long-Term Success
    Ongoing support for adoption encourages effective use and evolution of the design system over time.

Enterprise UX

Enterprise UX designs clarity and efficiency for complex teams and systems. ANML focuses on data-rich dashboards, information architecture, and multi-role SaaS platforms. The work is grounded in deep user understanding to deliver scalable UX across organizations.

  • Ensures Consistency Across Products
    Develops flexible design systems that promote cohesion and efficiency across various product surfaces.
  • Empowers Teams With Clarity
    Provides visual insights through optimized dashboards that display multi-state data, enabling users to make informed decisions quickly.
  • Caters to Diverse User Needs
    Creates tailored UX/UI for various roles within the organization, ensuring each user can navigate and utilize features effectively.
  • Enhances User Navigation
    Structures information and navigational pathways to improve user engagement, facilitating quicker access to necessary resources.
  • Streamlines Operational Efficiency
    Transforms outdated systems into modern interfaces that enhance functionality and user experience.
  • Encourages Group Engagement
    Enables users to collaborate in real-time on projects, improving teamwork and accelerating decision-making.
  • Maximizes Productivity
    Identifies and streamlines workflows to enhance operational efficiency, reducing cognitive load for users.

B2B & Enterprise Web Design

ANML designs marketing websites for B2B and enterprise buyers to explain complex products clearly. The service covers messaging, site narrative, information architecture, product storytelling, and headless CMS setups empowering marketing teams.

  • Creates Websites That Clarify Complex Offerings
    ANML specializes in designing websites for B2B SaaS and deep tech companies that simplify intricate product offerings.
  • Crafts Compelling Narratives That Resonate
    Focuses on engaging messaging that communicates the site's core offerings effectively.
  • Optimizes Conversion For Sales-Driven Paths
    The design includes tailored conversion paths that significantly improve demo requests and trial sign-ups.
  • Enables Tailored Navigation For Diverse Audiences
    Provides structured information architecture designed for various buyer roles, enhancing usability.
  • Addresses Technical Scrutiny Effectively
    Crafting designs that withstand technical scrutiny, ensuring products are presented credibly.
  • Empowers Marketing Teams To Publish Independently
    Utilizes headless CMS solutions that allow marketing teams to manage website content effortlessly.
  • Transforms Complex Ideas Into Engaging Visuals
    Utilizes storytelling techniques and diagrams to illustrate product functionality.

Digital Product Design

Digital Product Design crafts end-to-end experiences that are usable across web and mobile. ANML covers product strategy, workflows, high-fidelity UI, prototyping, and alignment of product and brand. The team partners closely with founders to deliver products that customers love.

  • Offers Comprehensive UX/UI Design
    Creates cohesive designs that enhance user experience across digital platforms.
  • Delivers High-Fidelity UI Design
    Creates visually appealing interfaces that improve usability.
  • Validates Ideas Through Prototyping
    Testing prototypes with real users helps refine concepts.
  • Crafts Intuitive Connected Experiences
    Develops user-friendly experiences for complex products.
  • Aligns Product, Brand, And Marketing
    Ensures consistency between customer perceptions and product experience.
  • Defines Product Strategy And Workflows
    Establishing a roadmap for product development from ideation to launch.
  • Modernizes And Expands Features
    Improvements to existing features enhance user engagement.

Branding

Branding builds systems that scale from a single screen to an enterprise platform. ANML integrates brand inside the product, delivering strategy, identity, voice guidelines, and a functional branding approach that embeds brand into UI components.

  • Establish Meaningful Brand Identity
    ANML helps define what the company stands for, ensuring messaging resonates.
  • Embed Brand in User Experience
    ANML ensures branding is woven into the product experience.
  • Create Cohesive Brand Messaging
    The brand is consistently experienced across all touchpoints.
  • Articulate Brand Personality
    Defining how the brand communicates ensures engagement.
  • Develop Distinct Brand Visuals
    Creating a strong visual identity that boosts recognition.

References

Methodology and sourcing behind the market figures shown above.

AI product design

Search results show AI/Design market estimates ranging from USD 0.99B (generative AI in design, 2025) to USD 7–8B (AI in design, 2024–2026). AI product design (UX/UI for AI products) is a narrower subset of AI in design; assuming ~15–20% share of the broader AI-in-design market yields an estimated market size ≈ USD 1.5B. Growth potential is set at ~20% CAGR, a conservative midpoint within reported ranges (15.15%–32.75%) for related AI-in-design and generative design markets.

B2B website design and development

Estimated from the global Web Design market (USD 60.2B in 2025, 5.7% CAGR). Assumed B2B-specific share ~40% of total web design spend, and industrial/technical (CMS-driven, integrations, hosting, support) as ~25% of B2B work, yielding ~USD 6.0B. Growth potential adjusted slightly above the overall market CAGR (from 5.7% to ~6.5%) reflecting higher enterprise/technical spend, recurring services (hosting/support), and continued digital transformation in industrial sectors.

Design systems and governance

Primary basis: BusinessResearchInsights' Design Systems Software market report which estimates ~USD 0.39B in 2026 and projects USD 0.87B by 2035 (CAGR 9.5% from 2026–2035). Search results did not provide a separate quantified market for governance-only services; figures reflect the design-systems software market and likely include adjacent governance-related spend.

Enterprise application UX

Estimate based on explicit market data in the search results: Future Market Insights values the advanced mobile UX design services market at USD 1.47B in 2026 (6.8% CAGR) and LinkedIn cites a broader UX market CAGR of 13.1% (2026–2033). Enterprise application UX encompasses mobile plus larger web/desktop, dashboards, design-systems, and high-value consulting; scaling the 2026 advanced mobile services figure by ~2–3x to account for non-mobile enterprise services and higher per-project revenue yields an estimated ~USD 3.5B market in 2026. Growth potential is set between the mobile-services CAGR (6.8%) and the broader UX CAGR (13.1%), using ~8.0% as a conservative mid-point reflecting steady enterprise digital transformation demand.

Connected device experience

No direct market-size figures for “connected device experience” were present in the results. I used adjacent market data as proxies: connected device/analytics market reports (SNS Insider and a LinkedIn summary) show multi‑billion USD markets and high CAGRs; IoT device counts from IoT Analytics show accelerating device growth (CAGR ~13% to 2030). Assuming connected device experience (UX, onboarding, monitoring interfaces, unified hardware–software visual systems) is a specialist subset of connected device analytics/IoT software/services, a conservative share (~10–12%) of the analytics market implies a market in the low single‑digit billions today, with elevated growth as device deployments and AI/edge capabilities drive UX investment. I estimate ~USD 3.0B current market size and ~15% CAGR as a mid‑range growth projection between analytics market growth and device growth rates.

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