About. | Your partner in designing, building, and orchestrating intelligent AI systems.
We help organizations transform how they work with AI — from retrieval pipelines and RAG implementations to multi-agent orchestration at scale. As your systems partner, we don’t just consult. We design, prototype, and build alongside your team, ensuring solutions that are practical, scalable, and future-ready.
Why an AI Systems Partner?
AI is no longer about single assistants or experimental pilots. Success requires systems thinking — connecting models, data, protocols, and workflows into a coherent whole. That’s where we come in.
We combine deep expertise in information architecture, AI engineering, and design-led development to help teams not only adopt AI, but master it.
Our Capabilities
1. Discovery & Problem Framing
Define the challenge clearly before we design systems.
-
Stakeholder interviews & alignment
-
Business goals + success criteria
-
Pain point & opportunity framing
-
Context: users, data, workflows
2. Research & Insights
Ground design in evidence and data.
-
User research, personas & journey mapping
-
Market/competitive landscape
-
Audit of existing tools, workflows, and content
-
Data readiness & knowledge architecture review
3. Experience & Systems Strategy
Make knowledge instantly accessible with retrieval systems tailored to your domain
-
Experience brief: synthesis of research
-
System vision: human roles + AI agent roles
-
Storyboarding workflows with AI touchpoints
-
Prioritization: high-value use cases first
-
Orchestration blueprint (agents, RAG, integrations)
4. Roadmap & Rapid Iterations
From prototype to scalable system.
-
Sprint planning & backlog creation
-
MVP prototyping with real users
-
Continuous evaluation (UX + AI performance)
-
Agile loop: Test → Measure → Improve → Scale

Domain Expertise:
Deep Discovery.
System Thinking
-
AI Strategy & Roadmaps
-
Domain R&D & Knowledge Audits
-
MVP Prototyping Sprints
-
Information Architecture
-
A/B Testing & Experimentation
-
SEO + Content Intelligence
Product Design.
Data Driven
-
Full-Cycle Product Management
-
Ideation Sprints
-
Brand Dev & Positioning
-
Workflow & Canvas Design
-
User Journeys with AI Assistants
-
Personas & Agent Role Mapping
-
UX/UI for Human+AI Collaboration
-
Visualization & Dashboards
Ai-Powered.
Development
-
Hybrid RAG Implementations
-
MCP Tools & Connectors
-
Multi-Agent Orchestration
-
Real-time Collaboration Systems
-
Cloud-native & Serverless AI
-
Full-stack Development
Use.Cases
- Customer Support Copilot – “Resolve customer issues instantly with AI-powered answers.”
- Internal Knowledge Base – “Your company brain, accessible in chat.”
- Sales Enablement Assistant – “Close deals faster with AI that knows your product inside out.”
- Contract & Compliance Analyzer – “Spot risks and compliance gaps before they cost you.”
- Personalized Learning Platform – “Adaptive AI training that answers every learner’s question.”
- Product Documentation Search – “Docs that talk back—find answers, not frustration.”
- Analytics Explorer – “Ask data questions in plain English, get instant insights.”
- Marketing Content Copilot – “On-brand content at scale, powered by AI.”
- Healthcare/Fintech Assistant – “Better decisions with AI that grounds itself in trusted guidelines.”
- Developer Productivity Platform – “Code smarter, ship faster, with AI that knows your stack.”
Tech Stack
Figma Ruby on Rails React (Next.js) React Native (Expo) TypeScript Tailwind CSS Vite Node.js (NestJS or Fastify) Postgres (pgvector optional) Supabase Redis |
Firebase OpenSearch AWS (Lambda, ECS Fargate, RDS, S3, CloudFront) Vercel (frontend hosting) GitHub Actions Vitest / Jest Playwright Testing Library ESLint / Prettier OpenTelemetry Sentry |
AI Transformation Process.
Clients.
- FIFA
- UNITED NATIONS
- COLUMBIA UNIVERSITY
- TRIBAL DDB
- ORGANIC
- SAATCHI & SAATCHI
- THE 7TH ART
- ERICSSON
- YOUR MAJESTY
- VISUALSITEMAPS
- JOSE CUERVO
- MSLK DESIGN
- NEUTROGENA
- ULTRAVIRGO



