Training Example: Shadowcast – Review the Data, Give Your Score & Compare to the Real AI Evaluation

[H3] ai • Spatial computing & Simulation studio

SOFTWARE THAT THINKS - SYSTEMS THAT EVOLVE - EXPERIENCES THAT RESPOND

Shadowcast is a deep-tech engineering studio specialising in AI systems, spatial computing, simulation and advanced platform development. We build intelligent software, immersive spatial systems and high-performance applications for global brands, enterprise teams and high-growth startups.

[H3] ai
AI-Automation, AI-Agents and Generative AI for Brands, Film, Advertising, Training and Gaming.

[H3] spatial computing
Computer Vision, Augmented Reality, Mixed Reality and Virtual Reality.

[H3] sIMULATION
Large scale Simulations and Digital Twins for VR and Web .

[H2] engineering
System architecture, platform engineering and deep tech.

[H3] visual arts
AI Agent Character Development, Virtual Environments and Digital Twins, Advanced Simulation and Virtual Production.

“One of the most exciting companies in the immersive field”
— Chandan Dhiman -DIGITAL CATAPULT

[H2] Contact us
If you have a project in mind then we would love to hear from you:

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[H2] AI

[H4] ai-aUTOMATION-agents-generative & MACHINE LEarning with a human touch

[H3] ai aUTOMATION
Automation that runs your workflows not just your tasks.

[H3] AI Agents
AI-Agents that work like digital team members.

[H3] generative Ai
Create Anything - Image, Video, Podcasts and 3D.

[H3] MACHINE LEarning
Prediction, classification and intelligence that powers better decisions.

[H3] Business Function Automation
Automate Operations Across your Entire Operation.

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[IMG: A split-screen image featuring a woman with a headset on the left side and a man in a suit on the right side. The woman is part of a customer support section, and the man is part of a sales section, both with informational text in the background.]

[IMG: A digital marketing and analytics promotional graphic featuring a man and a woman in business attire. The left side highlights analytics and insights, showing a man holding a tablet with data charts, while the right side emphasizes marketing strategi]

[H3] Domain Expertise
Proven Experience Across Specialised Industries and Complex Environments.

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[IMG: A woman in a black blazer holding a book, standing next to a blue-themed graphic with text about education benefits of agentic systems, including personalized learning, data analytics, and inclusive access.]

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[IMG: A healthcare professional in a white coat with a stethoscope around his neck, smiling against a teal background with medical icons and text describing AI systems supporting healthcare services.]

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[IMG: A man wearing a yellow hard hat and work clothes holding a tablet, standing next to a presentation slide about manufacturing and AI systems.]

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[IMG: A woman in a black blazer holding a book, standing next to a blue-themed graphic with text about education benefits of agentic systems, including personalized learning, data analytics, and inclusive access.]

[IMG: A healthcare professional in a white coat with a stethoscope around his neck, smiling against a teal background with medical icons and text describing AI systems supporting healthcare services.]

[IMG: A professional woman holding a smartphone, standing next to a blue graphic with text highlighting legal services, including research support, document review, case analysis, and efficiency automation.]

[IMG: A man wearing a yellow hard hat and work clothes holding a tablet, standing next to a presentation slide about manufacturing and AI systems.]

[H4] Overview
A media and entertainment client engaged our team to create a next-generation AI actress and brand ambassador—a virtual personality capable of behaving as a real public figure, engaging audiences, representing brands, and sustaining human-level conversational intelligence across social and immersive platforms.Using our AI-agent framework and simulation-driven design process, we transformed early concept sketches into a fully operational AI actress. Every behavioural model, safety layer, and personality refinement was built in close collaboration with the client, ensuring complete alignment between visual identity, voice, and cognitive style.
[H4] Challenge
The client required more than a visually appealing avatar—they needed a credible digital celebrity with stable, human-consistent intelligence capable of:Conducting contextual, emotionally aware conversations.Maintaining a persistent personality across all channels.Managing risk through strict safety, sentiment, and brand-protection filters.Operating independently at scale without degrading quality or tone.This demanded a tightly governed AI system capable of both creativity and control.
[H4] Solution
We delivered an end-to-end AI actress and brand ambassador powered by a multi-agent AI architecture that blends real-time interaction, personality modelling, and simulation-based testing to ensure consistent behaviour in all scenarios.Key components included:Iterative character development: sketches → 3D form → behavioural simulation → live deployment.Agentic intelligence stack: specialised agents for safety, context routing, memory, sentiment analysis, conversational reasoning, and brand-aligned persona consistency.Governance & interaction filters: real-time moderation, harmful-content suppression, and brand-safe scripting.Continuous evolution loop: behaviour refinement driven by analytics, engagement patterns, and client feedback.This resulted in a believable, reliable, emotionally aware AI figure designed for sustained public engagement.
[H4] Impact
The AI actress now functions as a persistent digital ambassador—publishing content, interacting with audiences, and supporting marketing campaigns with human-level nuance. She manages daily interactions while maintaining a stable personality and strong brand-safety profile.This project demonstrates how agentic AI, combined with simulation and design intelligence, can produce virtual talent capable of real emotional connection and measurable commercial impact.Our approach is now used to create AI personas for customer service, sales, analytics, entertainment, training, and enterprise workflows—each tailored to the behavioural, governance, and intelligence requirements of modern digital ecosystems.

[H2] Case Study
[H3] AI Actress & Brand Ambassador

Process

Outcome

[H2] Contact us
If you have a project in mind then we would love to hear from you:

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[H1] Visual arts
[H4] virtual production, 3D eNVIRONMENTS & AI characters, concept art, generative Video, storyboards and animatics

[H2] virtual production
Compelling stories and visuals for movies, marketing, games and more.

[H2] 3D environments
Custom 3D environmental modelling in both high & poly, optimised for low latency deployment.

[H2] Ai CharacterS
3D AI Characters that represent your brand.

[H2] concept art
2D concept art, for environments, characters and products.

[H2] generative Video
Generative video pipelines for movies, games, marketing and more.

[H2] 3D characters
Custom 3D character modelling in both high and low poly, optimised for low latency deployment.

[H2] storyboard and animatics
Storyboards, animatics and previsualization.

[H2] Showreels

[H2] Contact us
If you have a project in mind then we would love to hear from you:

[H2] engineering
[H4] Platform development for complex, intelligent, real-time systems

[H2] wHAT WE BUILD
Shadowcast builds enterprise platforms and deep-tech systems that power AI, spatial computing and simulation at scale. We combine platform engineering with specialist AI, CV and simulation expertise — giving organisations a single partner who can prototype fast, then build systems that last.Enterprise-Scale PlatformsLarge, complex systems built on multi-tenant architecture, real-time data pipelines, secure workflows and long-term operational reliability.This is the core of our business and the foundation of our longest client partnerships.Advanced Systems DevelopmentAI automation engines, reasoning agents, spatial computing tools, computer-vision pipelines, behaviour simulations, virtual production workflows and digital twins.Startup POCs & Scale-Up PlatformsWe solve the hardest problems early — prototyping CV, AI or simulation components — then scale the validated version into a full production platform as the startup grows.

[H2] how we engineer
Platform-First EngineeringData models, workflows, security, performance and reliability come first — creating solid foundations for long-term evolution.Advanced Technologies Where They Matter MostAI, simulation, spatial computing and computer vision are layered into platforms where they deliver real capability, efficiency and user experience gains.End-to-End DeliveryFrom concept → POC → MVP → full production platform, we stay with clients across their entire journey.Future-Proof by DesignWe build systems that evolve as your organisation or product grows — without costly rebuilds or architectural resets.

[H2] Deep-Tech Engineering
Deep tech is the foundation of every system we build. We integrate AI engineering, spatial computing, simulation, computer vision and platform development into high-performance, real-world solutions. AI Systems EngineeringAgentic AI · Multi-agent orchestration · LLM fine-tuning · RAG · Vector search · Private model deployment · Real-time inference.Spatial Computing & Real-Time 3DAR/VR/XR · Unity/Unreal · Spatial mapping · SLAM · Depth & occlusion · XR training systems · Spatial UX.Simulation & Digital TwinsBehaviour simulation · Multi-agent environments · Telemetry-driven digital twins · Real-time 3D worlds · Synthetic data for AI/CV.Computer Vision & PerceptionTracking · Detection · Measurement · Segmentation · 3D reconstruction · Mobile & edge inference.Platform & Infrastructure EngineeringMulti-tenant SaaS · Microservices · Real-time pipelines · Cloud GPU orchestration · Secure, scalable backend systems.This is where our platform engineering, AI, spatial computing and simulation expertise converge — enabling the next generation of intelligent, adaptive, high-performance systems.

[H2] our engineering services
Platform Architecture & System DesignMulti-tenant SaaS, distributed systems, real-time engines, data models.Cloud EngineeringAWS, GCP, Azure, GPU orchestration, scalable microservices, event-driven systems.Backend EngineeringNode.js, Python, Go, .NET, serverless frameworks, REST and GraphQL APIs.Real-Time SystemsStreaming engines, WebSockets, WebRTC, gRPC, Unity/Unreal integration.AI & ML EngineeringAutomation pipelines, model training, inference infrastructure, evaluation frameworks.Computer Vision EngineeringReal-time perception systems, geometry and measurement pipelines, ML Ops for vision workloads.Simulation EngineeringUnity & Unreal simulation, behaviour modelling, multi-agent architecture.Mobile EngineeringCross-platform mobile development for complex, AI-enabled and real-time applications. Native iOS/Android · React Native · Unity Mobile · ARKit/ARCore · Mobile XR · Secure mobile APIs · Platform-integrated mobile workflows.DevOps & MLOpsCI/CD, model deployment, monitoring, observability, performance optimisation.

[H2] Our Technology Stack
AI & Machine LearningPyTorch · TensorFlow · JAX · Transformers · LoRA · RAG frameworks · Embeddings · Vector search.Real-Time 3D & Game EnginesUnity · Unreal Engine · WebGL · Three.js · Physics engines · Rendering pipelines.Spatial Computing & XRARKit · ARCore · WebXR · Quest SDKs · Vision Pro · SLAM · Spatial mapping.Simulation & Digital TwinsUnity Simulation · Unreal real-time systems · Behaviour modelling · Telemetry replay · Multi-agent systems.Computer VisionOpenCV · Mediapipe · 3D reconstruction · Measurement pipelines · Pose estimation · Sensor fusion.Cloud & InfrastructureAWS · GCP · Azure · GPU orchestration · Kubernetes · Microservices · Event-driven systems.Backend & API DevelopmentNode.js, Python, Go, .NET, FastAPI, GraphQL, REST, serverless.DevOps & MLOpsCI/CD · Docker · Kubernetes · Airflow · ML Ops pipelines · Monitoring · Observability.

[H2] Engineering for startups
POC → MVP → Full PlatformWe build investor-ready prototypes and deep-tech POCs — then scale the validated version into a production-grade platform.Benefits:Investor-ready demosRapid POC cyclesScalable architectureAvoid the “build twice” problemSenior engineering from day one

[H2] Engineering for Enterprise
Complex systems built for reliability and scaleWe deliver platforms that meet enterprise requirements:Security & complianceOperational resilienceHigh availabilityGlobal scaleLegacy system integrationObservability & performance monitoring

[H2] Let’s Build What’s Next
Whether you're a startup building breakthrough technology or an enterprise modernising operations, we build the platforms and systems that power the future — one engineering team for your entire journey.

[H2] Contact us
If you have a project in mind then we would love to hear from you: