Reducto rebuilt their MCP server around agent-first architecture, framing it as an architectural problem not a prompt problem
“Agent-based software is inherently an architectural problem.”
unstructured-data
8 tracked signals on unstructured-data.
Anthropic found agents achieve only 21% accuracy on data projects without specialized data harnesses.
“Anthropic published that accuracy for data projects on their agents is only 21% until you add specific data harnesses to them and provide context.”
Reducto's intelligent document processing lets AI teams turn complex unstructured data into agents that do real work.
“From information synthesis products to real agents that do the work.”
Databricks launches Document Intelligence for extracting data from unstructured enterprise documents.
Open-source tool Docling extracts structure from unstructured enterprise documents to power RAG and agent systems.
“unstructured data is becoming this new context layer for AI”
AWS and Salesforce Agentforce combine Bedrock Data Automation with MCP to turn public sector unstructured evidence into queryable insights.
“storage is only half the challenge”
Collibra-acquired DZee Labs targets the POC-to-production gap for enterprise unstructured data RAG pipelines
“we didn't have unstructured data, and that's where DZee shines”
Salesforce finds only 38% of marketing teams actually use customer engagement data despite AI demands
“83% of marketing teams are expected to use customer engagement data, but only 55% of marketing teams have access to the data they need and 38% are actually using customer engagement data.”