Surveys read for what the score hides
An average of 7.8 can hide a team on fire. The Engagement Pulse reads every comment, separates real shifts from noise, and points leadership at the right team without breaking anonymity.
Survey is closed. Reading the comments, not just the score.
The score looks fine at 7.8, but workload comments doubled in one org. That is the story.
How it works
Triggered when the survey closes
The pulse closing in your survey tool starts the analysis immediately, no waiting on an analyst’s calendar.
Reads comments, weighs context
The agent clusters every comment, cuts by org and theme, checks shifts against history and org events before calling them trends, and withholds any cut that would identify individuals.
Sends the digest to leadership
A short digest lands in Slack and Notion days after close: the finding, the evidence, and the one place to act first.
Without Relevance
With Relevance
Leadership sees the headline score, nods at 7.8, and the comments go unread.
Every comment is read and clustered, because the story is in the text, not the average.
A company-wide average smooths over the one org where sentiment is actually collapsing.
The agent cuts by org and theme, so workload mentions doubling in one team surfaces as the headline.
Every dip becomes either a panic or a shrug, depending on the room.
Shifts are checked against history and events, like a re-org week, before they are called a trend.
A team-level breakdown of four people gets shared, and everyone knows who said what.
Cuts that would identify individuals are withheld on purpose, and the digest says that is why.
The analysis lands six weeks after the survey closed, when the moment to act has passed.
The digest is with leadership days after close, with the quarter’s comparison already run.
The deck ends with charts, and nothing changes before the next survey asks the same questions.
Each digest names the specific place to act first, with the evidence that points there.
Held to a quality bar, on every run
Every digest is checked against eval test cases written for this exact job before it sends. If a run fails the bar, it never ships.
Sampling 2% of live runs · 93% passing this week
Shaped by your team, not a template
Experts and engineers tune Engagement Pulse to your playbooks. Every change ships through the same evals.
Drag and drop
Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.
Drag and drop
Compose agents and workforces on a visual canvas. Drag in agents, tools, and approvals in a flow anyone on the team can read.
Build with AI
Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.
Build with AI
Describe the agent in plain language and Invent builds it: the prompt, the tools, and the evals to prove it works.
Build with MCP
Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.
Build with MCP
Engineers drive the same platform from Claude Code, Codex, or Cursor. Create agents, link knowledge, and run evals over MCP.
Built for enterprise teams
Run agents on your real data with the access controls, audit trails, and residency guarantees enterprises require all built in.
Security & data privacy
- Data residency
- PII masking
- Audit logs
- No training on your data
Access & controls
- Role-based access control
- SSO / SAML
- Human-in-the-loop approvals
- Version control
Monitoring & oversight
- Real-time monitoring
- Full agent tracing
- Cost visibility
- OTEL & Delta Share export

"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."
Levi Watters
Partner, KPMG Australia
"The key for us was how we can modularize industry knowledge and the best playbooks, and apply it."
Allen Roh
Senior Marketing Manager, Autodesk
"We're looking for every place where AI can allow sellers and customer success reps to be more engaged with customers."
Rob Giglio
Chief Customer Officer, Canva
"The ability to be vendor agnostic and the ability to scale across a breadth of functions is a really key feature."
Levi Watters
Partner, KPMG Australia
Team it up with more human resources agents
Every agent you add shares one stack
These agents all run on one platform: one gateway, one router, one eval suite, one audit trail. Every agent after the first ships faster.
- Triggered by key events or signalslike Zapier
- Given access to contextlike Zep
- Connected to your appslike Composio
- Access to all LLMslike OpenRouter
- Performance evaluatedlike Braintrust
- No-code agent builderlike Dust.tt
- Coordinated into teamslike CrewAI
- Kept alive through long-running worklike Temporal
- Traced at every step of every runlike Langfuse
Put the Engagement Pulse to work this quarter
We partner with enterprise teams to take this work off their plate. An agent built with you, proven against your quality bar, and live in weeks.


