Context Intelligence Layer: AI-ready business understanding
Context Intelligence Layer: AI-ready business understanding
Connect data where it lives. Prepare shared context with local SLMs and deterministic pipelines. Start chatting right after connection.
Connect data where it lives. Prepare shared context with local SLMs and deterministic pipelines. Start chatting right after connection.
4 Layers of context
4 Layers of context
Data
Connect your databases and Genloop maps your tables, columns, and relationships automatically.
Data
Connect your databases and Genloop maps your tables, columns, and relationships automatically.
Processes
Define your KPIs, playbooks, and reference docs. Genloop uses your definitions every time.
Decisions
Every correction your data team makes is stored and applied to every future answer.
People
Validated knowledge stops being locked to one person and starts shaping how Genloop responds to everyone.
Processes
Define your KPIs, playbooks, and reference docs. Genloop uses your definitions every time.
Decisions
Every correction your data team makes is stored and applied to every future answer.
People
Validated knowledge stops being locked to one person and starts shaping how Genloop responds to everyone.
The Layer
The Layer
One layer of understanding. Five things it changes.
One layer of understanding. Five things it changes.
All sources. One verified context layer. Continuously evolving.
All sources. One verified context layer. Continuously evolving.
Every source
Your whole estate, put to work
Most data stays untapped because preparing it takes months. Genloop connects structured and unstructured sources where they live and makes them AI-ready on connection, not after a pipeline project.
Every source
Your whole estate, put to work
Most data stays untapped because preparing it takes months. Genloop connects structured and unstructured sources where they live and makes them AI-ready on connection, not after a pipeline project.
Every source
Your whole estate, put to work
Most data stays untapped because preparing it takes months. Genloop connects structured and unstructured sources where they live and makes them AI-ready on connection, not after a pipeline project.
One shared graph
One graph. Every relationship.
Tables, columns, KPIs and rules stop living in disconnected layers. Genloop auto-builds a verified graph of how everything relates, so no app or agent rediscovers context on its own.
One shared graph
One graph. Every relationship.
Tables, columns, KPIs and rules stop living in disconnected layers. Genloop auto-builds a verified graph of how everything relates, so no app or agent rediscovers context on its own.
One shared graph
One graph. Every relationship.
Tables, columns, KPIs and rules stop living in disconnected layers. Genloop auto-builds a verified graph of how everything relates, so no app or agent rediscovers context on its own.
Graph Retrieval
Answers that get cheaper and faster
Retrieving established context through the graph replaces repeated LLM exploration. In our study, graph routing cut serving cost 2.3 to 3.3x and median latency 1.8 to 3.4x. Study scope: 3 databases, 146 held-out questions, same learned endpoint, vs graph-disabled retrieval.
Graph Retrieval
Answers that get cheaper and faster
Retrieving established context through the graph replaces repeated LLM exploration. In our study, graph routing cut serving cost 2.3 to 3.3x and median latency 1.8 to 3.4x. Study scope: 3 databases, 146 held-out questions, same learned endpoint, vs graph-disabled retrieval.
Graph Retrieval
Answers that get cheaper and faster
Retrieving established context through the graph replaces repeated LLM exploration. In our study, graph routing cut serving cost 2.3 to 3.3x and median latency 1.8 to 3.4x. Study scope: 3 databases, 146 held-out questions, same learned endpoint, vs graph-disabled retrieval.
Multiplayer Understanding
Knowledge that compounds, not drifts
Definitions stop living in individual heads and scattered docs. Every correction and validation becomes shared truth, so what one expert knows starts shaping answers for everyone, people and agents alike.
Multiplayer Understanding
Knowledge that compounds, not drifts
Definitions stop living in individual heads and scattered docs. Every correction and validation becomes shared truth, so what one expert knows starts shaping answers for everyone, people and agents alike.
Multiplayer Understanding
Knowledge that compounds, not drifts
Definitions stop living in individual heads and scattered docs. Every correction and validation becomes shared truth, so what one expert knows starts shaping answers for everyone, people and agents alike.
Enterprise Sovereignty
Understanding that stays yours
Preparing context reveals business IP, so it never leaves your boundary. Local SLMs handle the sensitive work inside your VPC or fully air-gapped deployment, and learning stays governed by your data experts.
Enterprise Sovereignty
Understanding that stays yours
Preparing context reveals business IP, so it never leaves your boundary. Local SLMs handle the sensitive work inside your VPC or fully air-gapped deployment, and learning stays governed by your data experts.
Enterprise Sovereignty
Understanding that stays yours
Preparing context reveals business IP, so it never leaves your boundary. Local SLMs handle the sensitive work inside your VPC or fully air-gapped deployment, and learning stays governed by your data experts.
How It Works
How It Works
From connection to conversation, the same day.
From connection to conversation, the same day.
Every source
Databases, lakehouses, enterprise records, documents and business know-how. Structured and unstructured, unified in one layer. Source data stays in place.
Every source
Databases, lakehouses, enterprise records, documents and business know-how. Structured and unstructured, unified in one layer. Source data stays in place.
Instant mapping
Right after connection, Genloop maps which tables exist, how tables and columns relate, and how your KPIs are constructed. No manual mapping. Preparation happens on your boundary.
Instant mapping
Right after connection, Genloop maps which tables exist, how tables and columns relate, and how your KPIs are constructed. No manual mapping. Preparation happens on your boundary.
Traceable answers
Ask business questions the day you connect. Every answer carries the queries and sources behind it.
Traceable answers
Ask business questions the day you connect. Every answer carries the queries and sources behind it.
Compounding context
Every conversation reinforces the linkages in the graph. The more your teams use it, the sharper the connections between tables, concepts and KPIs become.
Compounding context
Every conversation reinforces the linkages in the graph. The more your teams use it, the sharper the connections between tables, concepts and KPIs become.
Shared truth
Your data experts add business understanding directly, review proposed changes, and decide what becomes shared truth.
Shared truth
Your data experts add business understanding directly, review proposed changes, and decide what becomes shared truth.
Customer Stories
Trusted by data-driven enterprises
Real results from teams putting Genloop to work every day.
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Customer Stories
Trusted by data-driven enterprises
Real results from teams putting Genloop to work every day.
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Customer Stories
Trusted by data-driven enterprises
Real results from teams putting Genloop to work every day.
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Customer Stories
Trusted by data-driven enterprises
Real results from teams putting Genloop to work every day.
Genloop delivers the proactive insights and reasoning to help our store teams sell smarter—all through a simple, scalable conversational interface.
Genloop was the only vendor capable of meeting our expectations for accuracy and reliability. After a successful pilot, we're thrilled to extend this to all our 2,500+ stores!
Neelmani Gupta
Global Head, Data Science, Eng & Analytics
95%
Accuracy
4+ Data Sources
Unified Insights
Zero
Timeouts
Genloop's ability to seamlessly join across multiple data sources has been invaluable. Our chatbots now return results with 95% accuracy.
Aalo Chatterjee
Engineering Director, AI Data Engine
Start building your context layer today.
Santa Clara, California, United States 95051
© 2026 Genloop. All rights reserved.
Start building your context layer today.
Santa Clara, California, United States 95051
© 2026 Genloop. All rights reserved.