AI Product Development & System Architecture

Delivering Smarter Innovation with AI

Artificial intelligence is changing the world at an incredible speed.

We design, architect, and build AI products and systems that maximize efficiency and impact, without compromising security and safety. Our experienced team has spoken at top international AI conferences, including AI Dev 2025, The AI Conference, and AI4, where we've shared learnings from building and shipping real-world AI solutions.

work with us

20i Knows AI

We bring decades of combined experience creating tools and processes that leverage modern AI models (and precursor machine learning systems before them), giving us a deep understanding of the underlying structure, uses, and potential challenges of the technology dominating today’s digital innovation space.

We are continuously evolving our mastery of local and cloud-based AI infrastructure, legacy systems integration, advanced data security systems, and multi-platform solution framing, enabling us to can deliver results designed to function, thrive, and evolve.

specialties

Assistant-agnostic custom solutions

MCP integrations

RAG/NLP application development

LLM fine-tuning

MLOps

Vector datebases (e.g. Pinecone)

LangChain

Neo4j

Assistant-Agnostic Custom Solutions

Build AI systems that work seamlessly across multiple platforms and assistants, ensuring flexibility and future-proof integrations.

MCP Integrations

Implement Model Context Protocol connections to enable seamless AI assistant integrations and enhanced contextual awareness.

RAG/NLP Application Development

Design and deploy Retrieval-Augmented Generation systems that leverage natural language processing for intelligent information retrieval.

LLM Fine-Tuning

Customize and optimize large language models for your specific use cases, improving accuracy and domain-specific performance.

MLOps

Streamline machine learning operations with robust pipelines, monitoring, and deployment strategies for production-grade AI systems.

Natural Language Processing

Extract insights from text data with advanced NLP techniques including sentiment analysis, entity recognition, and language understanding.

Vector Databases

Implement high-performance vector storage solutions like Pinecone for efficient similarity search and semantic retrieval at scale.

LangChain

Build powerful AI applications using LangChain framework for chaining language models with data sources and APIs.

Neo4j

Leverage graph databases for complex relationship modeling and knowledge graph construction to power intelligent AI applications.

Speaking of results

From our seed round on, 20i has been critical in helping create our initial prototypes while beating timelines and expectations. Thanks for being such an incredible partner with a FANTASTIC team!

Charity Dean MD, MPH & TM

Founder & CEO at PHC Global

Teachers want to give every student the personalized support they need, every class, but there just isn’t time. With LearningWrite’s AI conversation feature, it’s like having 30 language tutors in the classroom, giving each student individualized practice and feedback. It’s incredible!

Sherry Dickerson

Language Teacher and Educational Consultant for LearningWrite