Track record
Past luxury hospitality; live financial membership
- Past hospitality
- Live finance
Ambition Innovation Creativity
Where art meets intelligence
Building human-amplified digital ecosystems.
AI Powered
Semantic Search
Ask questions in natural language to discover relevant content across our services, labs experiments, and blog posts.
Scroll to discover more
Real integrations
- SevenRooms
- SMS Host
- Selfbook
- TrackMyShuttle
- ASSA ABLOY (exploration)
Labs kickoff
1 dayBlueprint workshop and prototype access
Philosophy
We design intelligence with soul
Technology should expand awareness, not replace it.
For us, intelligence is amplified humanity: systems that simplify action, heighten creativity, and deepen connection.
Every line of code is written with consciousness of its effect on people, teams, and the planet.
Intelligence by design
We treat every workflow like a product, pairing narrative storytelling with measurable automation.
Operational rigor
Regulated industries trust our guardrails, observability, and ops readiness baked into every release.
Human resonance
Interfaces feel cinematic yet familiar, giving teams confidence in every AI co-pilot interaction.
“Technology should do more than automate; it should amplify human potential, inspire creativity, and unlock possibilities we never imagined.”Malek Ould-Oulhadj
Signature Systems
Production systems, built with care
We design and deploy native iOS/Android applications, AWS-backed data pipelines, and secure APIs that integrate real platforms and real operations. Hospitality and finance trust us for systems that are elegant, reliable, and measurable.
AI Search & Discovery
AI Search Optimization & Semantic Discovery
We design and implement advanced semantic search systems that understand user intent, not just keywords. Using neural embeddings, vector similarity, and intelligent ranking algorithms, we make your content discoverable by both humans and AI assistants through machine-readable knowledge graphs and AI-native interfaces.
Delivery Capability
Mobile & Backend Ecosystems
We design and build native iOS and Android applications backed by AWS cloud infrastructure. We have delivered data syncs from operational platforms into AWS databases, translating them into secure APIs that powered guest apps and staff dashboards, including a luxury hospitality mobile ecosystem.
Cloud Engineering
Cloud-Native Architecture
Architect scalable, resilient cloud infrastructures on Google Cloud Platform and AWS. Serverless functions, managed databases, API gateways, and containerized workloads designed for performance, security, and cost efficiency.
AI Integration
AI Integration Services
Integrate AI capabilities into your existing systems and websites. We build semantic search with neural embeddings, conversational chatbots, and agentic AI workflows that enhance user experience and automate intelligent interactions across your digital platforms.
Industry Solutions
Hospitality Integration
Connect luxury hospitality systems with leading platforms such as Springer-Miller (SMS Host) and TrackMyShuttle to orchestrate seamless guest experiences while keeping full control of brand narrative and operations.
Engage with AIC
Let's architect your agentic system
Share your ambitions. We respond within one business day with next steps for blueprints, prototypes, or production engagements.
AIC Labs
A playground for experimental intelligence
Labs is where we prototype agentic patterns, AI search optimization, and human-augmented intelligence experiences. Work here is R&D: exploratory, measurable, and designed with human oversight. The best ideas become blueprints for production.
Visit AIC Labs to explore our ongoing experiments in agentic systems, multi-agent orchestration, and ChatGPT Apps prototypes that inform our production work.
Agentic AI Systems
Agentic workflows designed with human oversight. We combine planning, tool use, and memory with measurable guardrails for dependable multi-step execution.
Technologies: Google ADK | AWS Strands | Model Context Protocol | OpenAPI | Custom Orchestration
AI Search Optimization & Semantic Discovery
Advanced search systems that understand user intent through semantic embeddings, vector similarity, and intelligent ranking. We build AI-discoverable knowledge graphs with voice-enabled search that make your content accessible to both humans and AI assistants.
Technologies: Neural Embeddings | Vector Search | Audio Transcription | Voice Activity Detection | Model Context Protocol | OpenAPI | JSON-LD & Schema.org | Next.js API Routes
Knowledge Graph
Discoverable by AI and search
We publish a machine-readable knowledge graph of our work, including structured data, OpenAPI specs, Model Context Protocol, and AI Plugin manifests, so AI agents and search engines can understand our capabilities and act deterministically.
Knowledge graph
Every service, capability, and CTA is mapped to structured data for SEO and AI assistants.
- JSON-LD service graph
- Breadcrumb + WebSite entities
- Continuous sitemap publishing
AI-native interfaces
We publish OpenAPI specs, AI Context files, Model Context Protocol manifests, and AI Plugin configs.
- /.well-known/ai-plugin.json
- /ai-context.json
- /openapi.yaml
- /mcp-manifest.json
Deterministic entry points
Labs stories and contact actions give assistants direct hooks into our capabilities.
- Contact POST endpoint documented
- Search API with voice transcription
- Labs knowledge base snippets
AIC Blog
Latest dispatches
Signals for AI assistants and human teams exploring how to orchestrate intelligence responsibly. Read more insights on the AIC Blog.
Nov 10, 2025
Companion Intelligence: The Future of Intelligence Is Human, Amplified
Companion Intelligence is not artificial; it is humanity expressed through technology so we can expand with greater awareness.
Read dispatch →Approach
Our Process
Structured to ship reliably while leaving room for invention. Our approach is informed by continuous experimentation in AIC Labs, where we prototype and validate patterns before production.
1
Discovery & Blueprint
2
Architecture & Integration
3
Development & Testing
4
Launch & Support
5
Continuous Evolution
Next Step
Ready to orchestrate intelligence?
Whether you're building AI search optimization for your platform, reimagining fintech workflows with agentic AI, or creating semantic discovery systems, we'll meet you where you are and move quickly toward measurable outcomes with AI as your companion. Explore our thinking on the blog or see what we're prototyping in Labs.