Runtime infrastructure / field-tested AI

Real use cases, tested outside the lab.

IronHeart.AI is the runtime infrastructure behind AI employees, expert clones, conversational agents, AI companions, and physical robots.

We are not building a robot company.
We are not building a voice company.
We are building the runtime layer that allows other companies to create persistent AI entities that can speak, remember, act, and operate across digital and physical environments.
Captcha humanoid robot in a dark cinematic environment
voice is the interface
memory keeps the entity continuous
orchestration turns conversation into action
runtime is the company layer
100AI business surfaces
1runtime layer
20+languages
Architecture / positioning

Voice is the interface. The runtime is the company.

The same infrastructure can appear as a software agent, a digital personality, a voice-first expert, or a physical robot. The surface changes. The memory, voice, orchestration, and context layer stays the same.

IronHeart.AI

API infrastructure

Runtime, memory, orchestration, realtime interaction, voice, knowledge retrieval, and edge/offline deployment for digital and physical AI systems.

RuntimeMemoryVoiceAgentsEdge
Callable

Application layer

AI personas, AI clones, creators, companions, expert profiles, consultants, and subscription products built on persistent voice and memory.

ExpertsClonesCoachesCompanions
Captcha Robot / Hidoba

Physical AI layer

Robots, kiosks, embodied agents, public events, retail environments, education pilots, and hospitality deployments where AI meets people in real rooms.

RobotsKiosksEventsRetailEducation
The same runtime powers software agents, digital personalities, and physical AI interfaces.
Use case grid

One infrastructure layer can power 100 different AI businesses.

On this infrastructure, companies can build AI employees, AI experts, AI companions, AI teachers, sales agents, call-center agents, and physical AI systems.

Captcha robot in education and exam simulation Public case
EducationAI Teacher

AI Teacher / Education Robot

Captcha Robot was tested in real classrooms, school sessions, exam simulations, and public education environments.

Customer outcome
  • Interactive lessons and exam simulation
  • Student engagement and follow-up questions
  • Persistent student memory and multilingual teaching assistant
Hidoba + IronHeart.AI RuntimeRuntime pageDK coverage
Captcha robot surrounded by conference attendees Public case
EventsPhysical employee

Physical AI Employee

Captcha Robot can be deployed at events, retail spaces, hospitality venues, conferences, and brand activations as an embodied AI employee.

Customer outcome
  • Audience engagement and live Q&A
  • Lead generation and product explanation
  • Multilingual interaction and brand visibility
Hidoba + IronHeart.AI RuntimeRobot rental
AI data traffic and voice runtime visualization NDA case
SalesCall center

AI Sales Agent / Call Center Runtime

IronHeart.AI infrastructure can power sales agents, call-center assistants, customer support flows, transcription, follow-ups, and CRM workflows.

Customer outcome
  • Fewer missed calls and 24/7 communication
  • Automated transcription and follow-up generation
  • Sales-agent assistance and lower operator load
IronHeart.AI API + Runtime + Voice AgentsAnonymous B2B case
Callable expert clone application screenshot Application layer
ExpertiseAI clone

AI Expert Clone

Coaches, consultants, doctors, educators, and domain experts can create AI versions of themselves that communicate with users, remember context, and scale their expertise.

Customer outcome
  • Monetize expertise and scale consultations
  • Personalized user interaction and persistent memory
  • Subscription revenue around expert access
Callable + IronHeart.AI RuntimeCallable
Callable coaching profile asset NDA case
WellnessAI coaching

AI Coaching / Wellness Platform

A wellness or coaching platform can use IronHeart.AI and Callable-style infrastructure to create AI expert profiles, personal coaches, memory-based conversations, and guided support.

Customer outcome
  • AI coach profiles and scalable expert access
  • User memory and recurring engagement
  • White-label deployment and subscription revenue
Callable + IronHeart.AI RuntimeNDA / coaching platform case
AI companion persona visual Application layer
ConsumerCompanion

AI Companion / Subscription Business

AI companion products can use the runtime for emotional voice interaction, memory, persistent personalities, and monetization.

Customer outcome
  • Subscription-based AI characters
  • Emotional engagement and retention through memory
  • Multilingual voice interaction and creator monetization
Callable / Amora-style app layer + IronHeart.AI RuntimePersona assets
Captcha robot on stage at Game Changer Zagreb Public case
BrandAmbassador

AI Brand Ambassador / Event Host

A company can deploy a branded AI personality or robot as an event host, conference assistant, expo guide, or sponsor ambassador.

Customer outcome
  • Sponsor activation, booth engagement, and media attention
  • Live audience interaction and lead capture
  • Multilingual event support
Hidoba + IronHeart.AI RuntimeSpeaker page
Business AI copy and operational assistant visual B2B case
EnterpriseAssistant

Enterprise AI Assistant

Companies can connect IronHeart.AI to internal knowledge bases, documents, CRM, and workflows to create voice-first internal assistants.

Customer outcome
  • Internal knowledge access and onboarding support
  • Workflow automation and meeting summaries
  • Multilingual team assistant
IronHeart.AI API + Knowledge Processor + RuntimeB2B / enterprise case
Mohammad humanoid robot powered by robotics stack Robotics stack
RoboticsEdge runtime

Robotics Brain / Edge Runtime

Robot companies can use IronHeart.AI as the brain layer for social interaction, memory, voice, multilingual dialogue, and offline/local runtime.

Customer outcome
  • Faster robot product development
  • Conversational AI without building the full stack
  • Offline/edge operation and persistent user memory
IronHeart.AI Edge + Hidoba robotics stackRobotics Brain
Media proof / public field record

Real-world validation

We test Captcha in education, public events, media interviews, summits, exam simulations, and open conversations with people who do not follow a script.

Reuters logo Reuters
Dec 21, 2024 / Video

Reuters: Captcha teaches German students.

Reuters covered Captcha leading a school session on AI, with students questioning and debating with the robot in realtime.

Reuters video
Captcha as debate moderator at WILMS high school WILMS
Dec 2024 / Delmenhorst

German classroom deployment.

Captcha moderated school discussions and public education sessions with students in Germany.

NDR article
Captcha robot at AI for Good Global Summit in Geneva AI for Good
Nov 2024 / Geneva

AI for Good summit signal.

Captcha appeared as a public-facing image of the AI social-interface problem.

Reuters Institute
Captcha robot in Croatian TV studio TV studio
Oct 2025 / Zagreb

TV studio / talk-show appearance.

A live studio setting tested entertainment timing, personality, and public reaction.

Watch on Net.hr
Captcha at mock oral exam workflow DK
April 2026 / Abitur

Mock oral exam workflows.

Captcha moved from classroom debate into exam simulation, follow-ups, logging, and assessment structure.

DK coverage
Captcha robot with conference attendees Events
Public events / summits

Public events and summits.

Events test noise, interruption handling, multilingual switching, and audience intent capture.

Rental page
Why this matters

Every case runs on the same infrastructure.

Each use case looks different on the surface: a robot teacher, a call-center agent, an expert clone, an AI companion, or an enterprise assistant.

Under the surface, they all need the same core system. This is the runtime layer IronHeart.AI is building.

Realtime voice interaction
Memory
Context continuity
Agent orchestration
Knowledge retrieval
Workflow triggers
Multilingual communication
Edge/offline options
AI businessesemployees / clones / companions / robots
Application layerCallable / partners / white-label
IronHeart.AI runtimevoice + memory + agents
Knowledge layerRAG / docs / CRM / workflows
Deployment layercloud / edge / physical AI
For builders

Build your AI business on top of IronHeart.AI.

If you are building an AI agent, AI companion, AI clone, voice assistant, call-center product, robot, kiosk, or physical AI interface, IronHeart.AI gives you the infrastructure layer to move faster.

Runtimevoice + memory
Interfacesapps + robots
Deploymentcloud + edge
Business modelAPI + white-label

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Final CTA

One runtime. Many AI businesses.

IronHeart.AI powers the memory, voice, context, and orchestration layer behind digital and physical AI systems.