We build AI that actually works. As a research-focused tech consultancy, we focus on creating AI solutions that solve real business problems, not just flashy demos that fall apart in production.
1What we build
1.1AI-powered products
- Intelligent chatbots and assistants that actually help users
- AI-powered digital products that enhance user experiences
- Custom AI platforms designed for specific industry needs
- Agentic systems that can reason and take actions
1.2Data & MLOps
- AI model deployment and optimization for production environments
- Data pipelines that feed your AI systems reliably
- MLOps and LLMOps for efficient model development and deployment
- AI integration with existing systems and workflows
1.3Smart automation
- Document processing and analysis systems
- Content generation and curation tools
- Automated decision-making systems
- Computer vision applications for real-world problems
2What's next in AI
We're focused on emerging opportunities:
- Agentic AI: Systems that can reason, plan, and take actions autonomously
- Multimodal AI: Combining text, images, audio, and video understanding
- AI-powered workflows: Automating complex business processes end-to-end
- Edge AI: Running AI models efficiently on mobile and IoT devices
3Latest research
- We stopped testing engineers on speed
- 3,016 delegations to agents: the long briefs cost the most
- Harness engineering notes from a team running agents all day
- Plot
- From $14 to $2 per 30 seconds: where the money goes in an AI video pipeline
- We called ten technology arcs in June 2025. eight of the 60 experiments we planned got built.
4Our track record
We've built AI solutions across industries. Here are some highlights:
4.1Business intelligence
Fornax - Built an AI system that evaluates startup pitch decks. Works as a white-label app for investors to automatically screen and evaluate startups.
- Tech Stack: GPT-4o
Memo - Created our knowledge-sharing platform with AI-powered search and privacy-focused content discovery.
- Tech Stack: DuckDB, Transformers.js
Observer - Social listening agent that analyzes technology trends
- Tech Stack: Mastra.ai, MCP, DuckDB, crawl4ai, Gemini-2.5-flash
Fortress: AI agent that monitors our community stats
- Tech Stack: n8n, GPT-4o
4.2E-commerce & content
Droppii - Joined their team to build AI-powered product consultation and recommendation systems for Vietnam's dropshipping market.
- Tech Stack: GPT-3.5 Instruct
Plot - Built a creative platform that uses AI to automatically label and manage social media content.
- Tech Stack: LangChain, Cohere Embeddings v3, GPT-4 Turbo, Pinecone Vector DB
4.3Human resources & consulting
Screenz - AI-powered screen analysis and automation tools
- Tech Stack: ElevenLabs, GPT-4o
Inloop - Human-in-the-loop AI systems to provide consulting services
- Tech Stack: Agentic AI, Claude Sonnet, RAG, Cohere Embed v3, OpenRouter
5Productivity
MCPilot - Discord bot that supports Model Context Protocol (MCP) configurations and use them to answer questions through an AI agent
- Tech Stack: Mastra.ai, GPT-4o-mini, ai-sdk
6Our tech stack
AI/ML: OpenAI, Claude, Gemini, Cohere, local LLMs (Llama, Mistral)
Vector databases: Pinecone, Weaviate, Chroma, pgvector for semantic search and retrieval
ML frameworks: TensorFlow, PyTorch, Transformers for model development
Agentic AI: LangChain, Mastra.ai, MCP, AutoGPT for building intelligent agents that can reason and act
Workflows: Dify, n8n, and custom solutions with agentic frameworks for automating business processes
Data processing: DuckDB, Apache Spark, pandas for handling large datasets
Observability: Langsmith, Langfuse for LLM observability and monitoring
Deployment: Docker, Kubernetes, cloud services (AWS, GCP) for scalable AI systems
7Why work with us
We focus on production-ready AI. We've seen too many AI demos that don't work in the real world. We build systems that scale and stay reliable.
We understand business context. AI is a tool, not a goal. We help you figure out where AI actually adds value to your business.
We're platform-agnostic. We pick the right AI models and tools for your specific needs, not whatever's trending on Twitter.
We handle the complexity. From data pipelines to model deployment, we take care of the technical challenges so you can focus on your business.
8Ready to build?
Whether you're looking to add AI to an existing product or build something entirely new, we can help you navigate the AI landscape and build something that works.
- Email: team@d.foundation
- Phone: (+1) 818 408 6969
- Telegram: dfoundation