Apiko published an article explaining architecture decisions for document-grounded AI systems with strict audit requirements.

Apiko is a software development company founded in 2014 with a team of 120+ specialists delivering end-to-end digital solutions for businesses worldwide. We combine strategic product thinking with strong engineering to create software that lasts, scales, and supports real-world use. Our core services: AI software development & consulting – AI sound recognition, LangChain LLM application development, on-premise and custom GPT solutions, ChatGPT integration, AI chatbot and copilot development. Custom software development – Full-cycle web and mobile application development tailored to your business needs. MVP development – Rapid prototyping and market validation for startups and corporate ventures. UI/UX design – Clear, user-centered designs that guide users intuitively and strengthen product adoption. Application modernization – Refactoring and re-engineering legacy systems for better performance and usability. Cloud & DevOps services – Infrastructure setup, automation, and cost optimization. QA & testing – Manual and automated testing. Industries & business domains we serve: Manufacturing Facility management Logistics & supply chain management Fintech Human capital B2B solutions Healthcare ESG & sustainability Ecommerce Productivity & task management Long-standing relationships with our customers - this is what we strive for. Your success is our motivation. Check out what one of our valued clients says about Apiko: "Apiko is excellent. Their technical ability is top-notch. They actually care about the product and being a part of the team, which is hard to find in contractors. Apiko is emotionally invested in the project 100% of the time. If there are any concerns, they make sure to bring it up early to avoid delay. They never compromise quality or anything else to achieve a quicker deadline." Eric Typaldos - CTO at Hive Now Hive raised $28M+ of investments. For more information about our clients visit https://apiko.com/portfolio/

Founded 2014