Service record
Service objectives, error-budget readings, incidents, changes, agent missions, source coverage and cost with their measurement basis.
AI-native operationsHELM
Working identity
Observe. Orchestrate. Stay ahead.
Bring service signals, bounded investigations and governed responses into one operating workspace.
OPERATE / HELM
Operating intelligence
See the basis of the answer before choosing the response.
Operating decisions depend on which systems were observed, how recently they reported and what the evidence actually says. HELM brings those questions into the workspace alongside incidents, service signals, agent activity and cost. Investigation and response planning retain the supporting facts and the person responsible for acting.
Follow the operating signalExample
Service contextInvestigationResponse plan
Service
Queue
Data store
InvestigationWhat changed?
Review planCheck coverage + freshness
Service context
Read the signal with its coverage.
Registered service mappings connect admitted operating events to the service being examined. The selected window, source freshness and observed measurements give an operator a basis for interpreting a change.
- Service context can be examined alongside incident and service-objective information.
- A limited sample or incomplete observation window remains visible.
- Source coverage distinguishes an observed condition from a service that has not reported.
Interactive example
Build an operating response.
Inspect how source coverage and action authority change the next move in a latency investigation.
Synthetic inputsComputed in this browser
HELMInteractive workspace
Choose a starting pointThen change any input to explore the difference.
01 / Set the context
Example service · queue latency investigation
The investigation asks about a 30-minute window.
A bounded target and reversal condition make a proposal reviewable.
Authored examples for exploring the workflow. Your choices update only this demonstration.
02 / Inspect the basisResponse planning record
One review item remains
2 of 3 example checks met. Follow the evidence questions before carrying the example forward.
2 / 3 checks met
Review checks2 / 3 met
Observation windowMet
Queue and application sources cover the full requested 30-minute window with current readings.Proposed responseMet
The example plan names one queue, its precondition, expected effect and rollback threshold.Action reviewReview
The response proposal awaits the separate service owner's review.
Next review step
Send the bounded proposal and admitted evidence to the separate service owner for review.
Inspect the selected evidence
- Observation window
- Queue and application sources cover the full requested 30-minute window with current readings.
- Proposed response
- The example plan names one queue, its precondition, expected effect and rollback threshold.
- Action review
- The response proposal awaits the separate service owner's review.
Illustrative review record · human decisions and subsequent actions keep their own standing.
The product
Operate with visibility.
HELM connects the operational picture to the work of responding. Service health, incidents, agent activity and cost provide context for evidence-backed investigations. Governed workflows preserve the plan, human authority and verification record around an approved action.
Enterprise AI journeyOPERATE
Inside HELM
Carry operating evidence into the response.
Connect incidents, service objectives, infrastructure signals, agent activity and cost in an operating workspace. Teams can investigate a situation, examine the evidence behind a proposed response and retain the authority and result of an approved action.
- Operations teams
- Service owners
- Technology leaders
How the work moves
Understand the situationService and incident context
Read admitted telemetry and source records alongside service health, incidents and operating costs. Inspect source coverage and freshness before acting on a signal.
Investigate with evidenceEvidence-backed investigation
Ask an operational question or run a bounded investigation. Follow the supporting sources, dependencies and unanswered questions behind the proposed explanation.
Shape an accountable responseGoverned response plan
Compose a workflow with defined agent responsibilities, allowed actions and human review points. Examine the proposed scope and a local dry run before an execution decision.
Review action and outcomeAction and outcome record
For activated action paths, require the relevant policy checks and named approval. Retain execution and verification receipts alongside the service record and reviewed outcome.
What the work produces.
Investigation record
The question, admitted source evidence and bounded agent work behind an operational explanation or proposed response.
Action receipt
An inspectable record of the approved action, policy decision, execution and verification result.
Enterprise sources and write actions are activated for each environment. The reference experience uses labeled synthetic data and governed example actions.
In practice · illustrative scenario
Investigate a change in service response time.
An operator sees a latency change in a service and needs to decide whether to intervene. One source is recent, while another covers only part of the requested window.
- 01
Inspect the observation
Review the service mapping, reported measurements and coverage before comparing the signal with incident context.
- 02
Develop the explanation
Use admitted evidence in a bounded investigation and retain unresolved questions beside any proposed interpretation.
- 03
Review a response
For an activated action, examine the target, conditions and rollback approach, then retain the authorized decision and verification result.
The useful outcome
The illustrative outcome is an operating record that explains what was observed, what remained uncertain and why the chosen response was authorized.
A closer look
Know what you can do with HELM.
Which sources can HELM use for our organization?
The sources admitted and mapped for your environment. The workspace exposes coverage and freshness so teams can understand what supports an answer. The reference experience uses labeled synthetic operating evidence; enterprise source activation is configured separately.
How is model reasoning presented?
With its source facts and review standing visible. Activated reasoning can propose an interpretation and further evidence questions, while verified measurements remain distinct. An operator can inspect the basis of the brief before using it in a response decision.
What is retained after an operational action?
For an activated governed action, the record includes its proposal, policy decision, approvals, execution and verification outcome. Preconditions, expected effects and rollback information give the reviewer context for what the action was intended to do.
