Ask your agent any question about your hardware data. Sift brings the relevant data into investigation
Agents eliminates candidate failure models before finding the cause. It proposes fixes to prevent this from happening again.
Compare explanations across runs. See the evidence, what remains uncertain, and where else the pattern appears.
Turn your insights into Sift rules, then apply them across your data. Codify your learnings for your entire program.
Both help you understand hardware data across the lifecycle. Choose where you work.
A hosted workspace that brings your hardware data, Sift context, and connected tools into each investigation.
A Model Context Protocol connection between your existing AI agent and Sift’s data and tools. Use it alongside your code, notebooks, and local data.
$ sift-cli agent installYOUR DATA. YOUR ENGINEERING JUDGMENT.Give engineers the freedom to investigate, with the access controls and oversight your program needs.
No. Sift Agents provides the agent and hosted workspace. MCP connects an agent you already use to Sift’s data and tools. Choose either workflow, or use both.
Start with a question that you already know the answer to. After asking, follow the output and path that it takes to get to the answer. Followup prompts can steer the conversation into the right direction.
Sift Agents requires a human-in-the-loop when performing any write actions. Each Sift Agents session inherits the permissions of the author. If the presented actions need tweaking, simply reply back to Sift Agents with what to change.
Sift Agents runs in your Sift environment. Discuss GovCloud, VPC, or on-premises requirements with our team to confirm deployment and preview access. Sift MCP runs on your machine; what reaches an external model depends on your agent and configuration.
Sift MCP is available and included for Sift customers. Sift Agents is in research preview, with investigations started by hand, on a schedule, or from a webhook.
Sift Agents uses your existing permissions. Inspect its work and approve proposed changes before they are applied.
PUT IT TO WORKBring a question your team knows well. Compare the evidence, engineering effort, and usefulness of the result with how you work today.
Already using an agent? Set up Sift MCPBring a sample from a real test to a 30-minute working session. Our engineers run it live and show you what Sift AI does on an actual investigation.
