Blog
What we learn building Standards, and deploying it with our customers.
Why we built Standards
Ten years rebuilding the same systems across dozens of fintechs. What we turned it into, and what we are opening to builders today.
Product · August 9, 2026AI agent: definition and how it works
What an AI agent is, how it differs from a chatbot, how to build one, and what it should never be allowed to do alone.
Engineering · August 9, 2026MCP server: meaning and examples
What an MCP server is, what MCP stands for, and which ones actually work: 482 domains probed, 143 servers proven, their authentication modes counted.
- Product · August 9, 2026
Document management software: how to choose
What document management is, the six criteria that separate the tools, the questions to ask a vendor, and the cases where it is not the right answer.
Product · August 5, 2026Narrow agents, not a generalist AI
Why we build one agent per insurer, per portal, per document type, and never an assistant you ask everything.
Engineering · July 16, 2026The schema as the single source of truth
UI, API, validation, permissions: everything derives from one definition. What that changes for teams building on Standards.
Customers · June 18, 2026440,000 documents in two days
What Tiepolo's migration taught us about archives, handwritten forms and the patience of agents.