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Genloop is an agentic data intelligence platform that gives every person and AI agent in a company verified, accurate answers from their own data, without copying it anywhere.
Most BI tools stop at a dashboard. When a question isn't already answered there, someone has to find an analyst and wait. Genloop closes that gap: teams ask questions in plain English and get answers backed by visible logic, the same way every time.
At the centre is the Living Context Graph, a working model of an organisation's metrics, relationships, and business rules. It lets Genloop reason correctly across multiple databases and apps, not just a single table.
On Spider 2.0-Snow, the hardest public benchmark for enterprise text-to-SQL reasoning, Genloop ranks first at 96.70%, ahead of major cloud and enterprise vendors.
Genloop reads data directly from its source, with no ETL and no copies, so setup takes minutes. It is SOC2 Type II and ISO 27001 certified, with a free tier and no credit card required.
Genloop is built for data teams tired of being the bottleneck, and for the humans and AI agents around them who just want a straight, correct answer.
Heap GenloopHeap is recommended for medium to large companies, product managers, marketing teams, and data analysts who need a platform that offers detailed, user-level insights and robust analytics features without the complexity of setting up extensive tracking code. It is also well-suited for teams that want to make data-driven decisions quickly and efficiently.
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Genloop's answer:
Genloop's Living Context Graph continuously builds a working model of an organisation's metrics, relationships, and business rules, so answers stay accurate across multiple data sources instead of just one connected warehouse.
It reasons and joins data live, in place, with no ETL and no copies, and every answer is deterministic and traceable: ask the same question twice and get the same verified result.
On Spider 2.0-Snow, the hardest public benchmark for enterprise text-to-SQL reasoning, Genloop ranks first at 96.70%, ahead of major cloud and enterprise vendors.
Genloop's answer:
Most alternatives are either a single-warehouse copilot (Snowflake Cortex, Databricks Genie) or a BI tool with AI bolted on top (Power BI Copilot, Tableau Pulse).
Genloop is ecosystem-neutral: it reasons across multiple warehouses and business apps at once instead of one, and treats accuracy as the deciding metric rather than an add-on, since a wrong number costs more than the dashboard it replaced.
Teams get that accuracy without a migration project, because Genloop reads data directly from the source.
Genloop's answer:
Enterprise data leaders and practitioners: heads of data and analytics, analytics engineers, and data product managers, along with the finance, sales, product, and operations teams they support, in organisations where a wrong number carries real cost.
Based on our record, Heap seems to be more popular. It has been mentiond 11 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
Heap.io โ Automatically captures every user action in iOS or web apps. Free for up to 5,000 visits/month. - Source: dev.to / over 3 years ago
Check out Heap for React Native - https://heap.io. Source: almost 4 years ago
How heavily does the site depend on heap.io for its core functionality? Like, say Heap went under completely out of the blue (god forbid) and you had to switch to Google analytics, how much tech debt are you in? Source: almost 4 years ago
Aren't services like Heap effectively worse versions of this? On their landing page they outright list this as their value prop: > Heap collects all the data on your customers - automatically. What they click. Where they go. What they do, even when youโre not looking. All without the need for engineers. [1]: https://heap.io/. - Source: Hacker News / about 4 years ago
Author here, surprising to see this blog post of mine trending, but it has held up pretty well! Happy to answer any questions about my time at Stack Overflow. I've since moved on to Heap (https://heap.io/) and we are hiring. We're virtual first so we don't have private offices, but we have the same values about treating developers well and giving them the space they need to do deep work. We're hiring for basically... - Source: Hacker News / almost 5 years ago
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