Case Studies

Our Work.

A sample of platforms, products, and internal tools we have engineered for clients across AI, finance, healthcare, and SaaS.

Filtered view: flagship launches & long-term systems

Project Archive

Deployed Systems.

Showcasing mission-critical platforms engineered for industry leaders. From AI agents to blockchain analytics.

SYS_STATUS

Butterflies AI

AI-powered social network where users create, chat, and interact with AI characters. We helped design the core loops around creation, discovery, and conversation so the product feels like a familiar social feed while still making the AI aspects feel magical. Under the hood the platform coordinates generation, safety, and memory so characters stay consistent across thousands of simultaneous conversations.

System Dependencies

Next.jsFastAPIAI/MLPython+1

System_Active

SYS_02

Execute

Healthcare & Wellness

Yolo Health

Science-backed weight care platform with community support. The product combines clinical protocols with lightweight, habit-focused nudges so members can make progress between formal check-ins. We architected journeys for assessments, goal setting, and long-term follow-up, then wired them into data models that support experimentation without compromising on safety or compliance.

System Dependencies

ReactTailwindShadcnUINode.js+2

Fellow

Secure AI meeting assistant that records, transcribes, and summarizes meetings. Beyond simple call recording, Fellow attaches structured timelines, decisions, and action items back into the tools teams already live in. We designed the data model and pipelines so summaries stay trustworthy at scale, while privacy controls, SSO, and audit trails satisfy enterprise security teams.

System Dependencies

Next.jsMUIFlaskAI/ML+2

TaoStats

Blockchain analytics platform providing real-time statistics and insights for the Bittensor ecosystem. We turned noisy on-chain data into clean, queryable views that operators can rely on for day-to-day decision making. The interface focuses on clarity and comparability so users can reason about validator health, rewards, and network trends without needing to dig through raw block explorers.

System Dependencies

Next.jsFramerFlaskBlockchain+1

Wavel AI

AI-powered platform for audio and video processing used by professional content teams. We helped shape workflows for localisation, voice cloning, and bulk transformation so editors can manage hundreds of assets at once instead of working file-by-file. The system hides a complex multi-stage media pipeline behind a single, predictable job model that plays nicely with existing production stacks.

System Dependencies

Next.jsSupabaseLLMProcessing

Beam AI

Enterprise AI agent framework for automating complex internal workflows. Beam AI lets teams define specialised agents, give them tools, and then compose them into auditable flows that react to events in CRMs, ticketing tools, and internal APIs. Our work focused on the boundary between flexibility and control so security teams remain comfortable while product teams ship automation quickly.

VHS Funding

Real estate financing platform powered by voice AI agents. Inbound callers talk to an AI assistant that can qualify leads, capture structured data, and route high-value opportunities to humans in real time. We designed conversation flows, scoring logic, and operator tooling so the system feels natural to customers while giving sales teams a clear, measurable uplift.

System Dependencies

ReactVoice AISTTTTS+1

Fulgent AI

AI and machine learning platform built for teams that want a clean path from experiments to production. Fulgent AI unifies data connectors, model hosting, evaluation, and deployment into one opinionated workflow. We helped define the core abstractions so data scientists, MLOps, and product engineers can collaborate without stepping on each other’s toes.

System Dependencies

ReactNext.jsSupabaseAI/ML+2

Talkie AI

AI character chat platform for natural, conversational experiences. Talkie AI focuses on letting creators build rich, long-lived characters with memory, constraints, and distinct voices rather than generic chatbots. We worked on the underlying representation of persona and memory so conversations stay coherent over time, even as characters are used by millions of end users.

System Dependencies

ReactNext.jsGenAIFastAPI+2