Sweep has launched a cross-platform agent for Salesforce, Snowflake and Data 360, aimed at helping teams work across all three systems through a single layer.
The release is intended to address a common problem in large organisations: data models, workflows, permissions and business logic often sit across several systems, making changes hard to track. Sweep says its software creates a continuously updated dependency graph so teams can see how those links connect before altering a field, workflow or dataset.
The new agent comes as software vendors push to make artificial intelligence tools useful inside existing corporate technology estates rather than in isolated test environments. In practice, that means giving agents enough context to understand how actions in one system can affect reports, audiences, compliance processes and other downstream tasks elsewhere.
Sweep argues that this cross-system context is often missing when companies rely on platform-specific assistants or one-off queries. The issue, it says, is not whether an AI agent can reason in general terms, but whether it can see enough of the surrounding enterprise setup to avoid creating operational risk.
One example outlined by Sweep involved an agent approving an expedited order after checking a customer record in Salesforce while missing a credit hold or data-quality problem stored downstream. Another involved a team changing a picklist or workflow in Salesforce without seeing how that value feeds a Data 360 audience, a Snowflake report or a compliance process.
How it works
The product indexes metadata, schema, permissions, automations and dependencies across connected platforms, then builds a shared map of those relationships. Users can ask plain-language questions about which reports, data products, automations, audiences or processes depend on a given field, object, workflow or dataset.
It also supports governed execution in Salesforce, allowing teams to turn approved plans into changes while retaining the context and impact analysis behind them. A monitoring function, which Sweep calls Agentic Governance, scans connected systems for drift, permission inconsistencies, policy violations and dependency risks.
The initial release focuses on Salesforce, Snowflake and Data 360, though Sweep says its broader platform also works across enterprise systems including ServiceNow. The company positions the software as a way to connect discovery, design, build and monitoring into a single workflow for teams managing large system estates.
Sweep also cited internal benchmark data based on analysis of more than 12,000 anonymised chats between its customers and agents. According to the company, work that would usually require 11 hours of cross-system investigation can be reduced to roughly one hour because dependencies and downstream impacts have already been mapped.
That claim goes to the heart of a costly, often manual stage in enterprise technology projects. Large organisations typically spend significant time understanding how changes in one platform affect processes in another, particularly when systems have been customised over several years and documentation is incomplete or fragmented.
Consultants and internal technology teams often do that work through a mix of interviews, manual tracing, data catalogues and platform-specific tools. Software vendors now see an opportunity to automate parts of the discovery process by using AI to interpret system relationships and present them in a form that both people and software agents can use.
For Sweep, the argument is that enterprise complexity is not a temporary problem to eliminate but an enduring feature of how businesses operate. That framing sets it apart from AI products aimed at newly built environments with fewer legacy integrations.
"Every platform wants to be the agentic layer for its own domain. None of them can see what happens in between," said Ido Gaver, Chief Executive Officer and Co-founder of Sweep.
He said the company sees the gaps between systems as the source of many operational problems. "Enterprise system complexity grows with the business. Sweep gives teams a way to embrace that complexity, apply context, and use AI to discover, design, build, and monitor change across the systems that actually run the enterprise," Gaver said.
Sweep was founded in 2021 and counts Brex, Wix, LG Electronics and SailPoint among the enterprises using its software, according to the company. The new cross-platform features are available now.