AI Products & Systems
Creating cutting-edge AI solutions and advanced process automations that help innovators do, solve, and build at the speed of inspiration
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.
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 databases (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.
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Featured AI Success Stories
We help change-makers leverage AI creatively, strategically, and responsibly to accelerate speed-to-launch and create products sophisticated enough to take on their users’ problems.
AI / Productivity
DevSwarm by Twenty Ideas
Bringing DevSwarm to Life: From Bold Idea to Market-Ready Platform
We built DevSwarm to streamline AI-assisted coding workflows, empowering devs to 5x their velocity
view project
AI / Health
PHC Global
Empowering growth: our role in a $35M series A raise
We helped PHC Global launch an AI-enhanced bio risk response platform to attract millions from investors and some of the biggest names in tech
view project
AI / Learning
LearningWrite
Smarter language learning, powered by AI
LearningWrite taps into leading-edge artificial intelligence tools to accelerate writing practice, driving better outcomes for English and world language learners.
view project
AI Implementation
Take your business further, faster with AI
Prepare to deploy AI with confidence with a personalized AI Action Plan and full-service systems integration. learn more
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
Got a great idea?
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