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AI-Powered Headless Form Engine

AI Headless Forms That Converse, Adapt & Convert

Stop building rigid, static forms. Our AI Headless Forms turn every multi-step flow into an adaptive chat experience. Users ask questions, get clarifications, and breeze through complex processes — while you own every byte of data and ship changes in sentences, not sprints.

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Who Benefits from AI Headless Forms?

Higher conversion rates, lower support costs, faster time-to-market, and complete data sovereignty. AI Headless Forms deliver measurable business impact across every department that touches your customer journey.

Growth & Product Leaders

Challenge: Every form iteration burns engineering cycles and slows down revenue experiments. A/B tests that should validate in hours take weeks to ship.

Impact: Launch and iterate on conversion flows in minutes, not sprints. Run A/B tests by writing two sentences — cut experimentation cost by 90% and accelerate your path to product-market fit.

Enterprise

Challenge: Scaling form workflows across departments, regions, and compliance requirements creates bottlenecks — every change needs coordination between IT, legal, and business teams.

Impact: A headless architecture that lets each team iterate independently. Standardize form infrastructure across the organization, maintain full data governance, and deploy changes without cross-team dependencies.

Customer Experience Leaders

Challenge: Complex multi-step forms drive abandonment. Users drop off when they don't understand fields, and static tooltips aren't enough.

Impact: Transform forms into guided conversations. Users get instant, contextual answers — boosting completion rates, reducing drop-offs, and elevating your brand's perceived quality.

Founders & Business Owners

Challenge: High form abandonment directly impacts revenue. Support teams waste time answering repetitive form-related questions instead of closing deals.

Impact: Self-service forms that convert more users with zero support overhead. AI guides every customer to completion — increasing revenue per visitor while cutting operational costs.

See AI Headless Forms in Action

AI Headless Forms demo — conversational form interaction

See MDMA in Action

Explore our interactive case study showcasing how MDMA powers a real-world KYC/AML verification workflow — with AI-generated forms, document verification tables, compliance checklists, and approval gates.

Try the Interactive Demo

    Why AI Headless Forms?

    Traditional forms are static, fragile, and frustrating. AI Headless Forms are adaptive, conversational, and built for the next generation.

    Forms are flexible — adjust, extend, or shrink them by writing text. A/B testing won't take days to prepare. It will take a few sentences.

    Like headless frontend — our library builds the foundation but UI can be whatever you like. Bring your own design system, framework, and components.

    AI generates the foundation but never stores your data. You can provide any context to the AI, but you own every byte — no vendor lock-in, no mandatory data sharing.

    Users interact with complex forms via chat — they can ask questions, request clarifications, see examples. No more tooltips. No more help articles. AI handles it all.

    Modern users prefer self-service over calling support. With AI Headless Forms, every user can handle any process independently — and when they need help, AI guides them.

    Simple forms are straightforward, but stepper forms get confusing after 2 steps. AI guides users through every dependency between inputs, keeping track of your preferences and business rules.

    Need to persuade users with data inside a form? Traditional forms offer limited options. Our AI provides relevant data, draws charts, and creates tables on demand.

    Worried about AI accuracy? Our instructions are constantly tested across models — reaching 98% correct rendering probability. Plus, a deterministic verificator fixes any edge case on the fly.

    Built on Open Source

    AI Headless Forms are powered by MDMA (Markdown Document with Mounted Applications) — our open-source engine for interactive documents from Markdown. Built for next-gen apps, community-driven, and fully transparent.

    MobileReality/mdma

    Markdown Document with Mounted Applications — interactive documents from Markdown. Built for next-gen apps.

    View on GitHub

    From Analytics to Understanding

    Move beyond GA events and session recordings.
    01.

    Better Insights

    Tired of analyzing GA events and recordings? Access your users' actual thoughts and approaches. When they ask questions, you know exactly what matters to them.

    02.

    Smart Suggestions

    Want to suggest complementary products during the flow? Recommend next steps? Upsell naturally? Tell the AI, and it handles the conversation with ease.

    03.

    Unlimited Possibilities

    You can build anything with AI Headless Forms. Complex onboarding flows, dynamic pricing calculators, interactive assessments, guided configuration wizards — the only limit is your imagination.

    How We Deliver AI Headless Forms

    From discovery to production — a streamlined process to get your AI-powered conversational forms live.

    • 01

      Discovery & Design

      We analyze your existing forms, map user journeys, define form steps, validation rules, and the conversational layer — then design the AI instructions and data flow.

    • 02

      Headless Integration

      Connect the AI engine to your frontend stack. You build the UI layer with your design system while our SDK handles form logic, state management, and the chat interface.

    • 03

      Testing & Tuning

      Run the deterministic verificator, test across multiple AI models, tune prompts for 98%+ accuracy, and validate the conversational flow with real user scenarios.

    • 04

      Launch & Iterate

      Go live with monitoring and analytics. Use natural language to iterate on form flows, review user conversations for insights, and continuously improve completion rates.

    Key Capabilities

    Everything you need to build intelligent, conversational forms.

    Natural language form configuration

    Conversational chat interface for users

    Framework-agnostic headless architecture

    Deterministic flow verification engine

    Built-in charts, tables & rich data

    Real-time user insights & analytics

    MDMA Open Source Insights

    Read our latest articles about the MDMA open source project by Mobile Reality — AI-powered form engine, architecture deep-dives, and integration guides.

    Compare MDMA conversational forms with traditional frontend development. Better user engagement, chat-like interactions, and a superior user experience for your forms.

    15.04.2026

    Conversational Forms: MDMA vs Traditional Frontend Development

    Compare MDMA conversational forms with traditional frontend development. Better user engagement, chat-like interactions, and a superior user experience for your forms.

    Read full article

    Cut dev time by 80% using MDMA to generate AI-powered forms dynamically—compare it with Retool and custom UI for cost, compliance, and flexibility in 2026.

    13.04.2026

    AI Form Builder: Cut Dev Time 80% with MDMA vs Retool vs Custom

    Cut dev time by 80% using MDMA to generate AI-powered forms dynamically—compare it with Retool and custom UI for cost, compliance, and flexibility in 2026.

    Read full article

    Build interactive AI agents with markdown for AI agents using MDMA. Deploy a mortgage pre-approval agent in 5 minutes with real example code and zero fluff.

    02.04.2026

    Markdown for AI Agents: Build Interactive Agents Fast 2026

    Build interactive AI agents with markdown for AI agents using MDMA. Deploy a mortgage pre-approval agent in 5 minutes with real example code and zero fluff.

    Read full article

    Cut AI UI token costs by 16% using MDMA’s Markdown vs Google A2UI JSON. Gain audit trails, PII redaction, approval gates, and better model reasoning.

    01.04.2026

    Google A2UI vs MDMA 2026: Cut AI UI Token Costs 16%

    Cut AI UI token costs by 16% using MDMA’s Markdown vs Google A2UI JSON. Gain audit trails, PII redaction, approval gates, and better model reasoning.

    Read full article

    Discover what an LLM interface is and why most AI products fail at the last mile. Learn how to turn raw model output into interactive forms, approvals, and workflows with an open-source solution.

    24.03.2026

    LLM Interface: The Missing Layer Between Your AI Model and Your Users

    Discover what an LLM interface is and why most AI products fail at the last mile. Learn how to turn raw model output into interactive forms, approvals, and workflows with an open-source solution.

    Read full article

    LLMs lose 34% tokens and 10-15% reasoning accuracy in JSON mode. MDMA generates interactive forms, tables, and approval gates from extended Markdown.

    20.03.2026

    Structured LLM Output Without JSON Schemas | MDMA

    LLMs lose 34% tokens and 10-15% reasoning accuracy in JSON mode. MDMA generates interactive forms, tables, and approval gates from extended Markdown.

    Read full article

    LLMs lose flexibility with JSON schemas. Generative UI lets AI return interactive forms, tables, and approval gates from extended Markdown. See real examples.

    20.03.2026

    Generative UI: AI-Driven User Interfaces Transforming Design

    LLMs lose flexibility with JSON schemas. Generative UI lets AI return interactive forms, tables, and approval gates from extended Markdown. See real examples.

    Read full article

    FAQ: AI Forms

    Form engine separating data/logic from UI. AI manages structure, validation, conversational guidance — you bring your own design system.
    Chat interface alongside the form — users ask questions, get clarifications, examples, real-time guidance.
    No. All data stays in your infrastructure, no vendor lock-in.
    AI instructions tested across models for 98%+ correct rendering + deterministic verificator for edge cases.
    Yes, framework-agnostic — React, Vue, Angular, any frontend.
    Built on MDMA but works as standalone integration.
    4-step process, most teams go live within a few days.