What every team asks, and what comes back
Each card is one question a team would ask, what the agent returns, and a short film of it. The films are illustrations: the hosts, people, documents and figures in them are sample data.
IT operations
Host Advisor
IT operationsThe askWhich of these servers still permit SSH password authentication?
What comes backOne card per host: the exact command, its exit code and output, then the finding. Nothing is changed.
Fleet health
IT managementThe askWhich hosts miss security updates, have TLS certificates expiring within 30 days, or disks over 90%?
What comes backOne table across the fleet, each value with the command that measured it, and the fixes as proposed changes.
Security
Security agents
SOC investigationThe askInvestigate this alert across the log platform, the endpoint tool and the host.
What comes backWhat was checked and what was found on each system, the branches that led nowhere, and containment waiting for a person.
Leaver access audit
Security · HRThe askWhich hosts still have an active account for a departed employee?
What comes backPer-host evidence of every account still active, and disabling them as a change for an administrator to approve.
GRC
Control evidence
GRCThe askCollect evidence for our access controls, and review the policy for gaps.
What comes backPass or fail per control with the evidence behind it, the gaps in the policy document, and an evidence pack for the reviewer.
Management
Board summary
Executive officeThe askReview these three reports and prepare a five-slide board summary.
What comes backThe key points, each citing the page or cell it came from, and a draft deck for the owner to review.
Finance
Reconciliation
FinanceThe askReconcile the statement against the ledger, and list the rows that do not match.
What comes backEvery unmatched row and variance over the threshold, citing sheet, row and cell, and an exceptions workbook.
HR
CV shortlist
HRThe askArrange these CVs against the role criteria, with the evidence for each.
What comes backA shortlist with the line from each CV behind every rating. Age, gender, nationality and photos are not used. A person decides; nothing is rejected automatically.
Marketing
Bilingual campaign
MarketingThe askTurn this brief into Arabic and English copy, and a campaign deck.
What comes backCopy in both languages, each line tied to the brand guideline it follows, and a draft deck for the team to approve.
Legal & procurement
Contract review
Legal · procurementThe askReview this procurement package against the approved policy.
What comes backEvery deviation with the contract clause and the policy clause side by side, and a review memo for legal to sign off.
Dev
Deploy triage
Dev / DevOpsThe askWhy is this service failing on one host since the last deploy?
What comes backStatus, logs and configuration compared host by host, the one difference named with its evidence, and the fix as a proposed change.
Knowledge
Knowledge agents
Government · policyThe askWhat does our policy say about this case, and which clause says it?
What comes backThe answer, the clause it came from, and the document and version it was read from.
Staff help desk
KnowledgeThe askCan I carry over unused leave, and what can I claim on a work trip?
What comes backOne answer in the language it was asked in, with the policy clauses attached, and a plain statement when the policy does not say.
Every answer shows the exact commands that ran, their exit codes and output, per host.
Read-only execution policy is the default on every enrolled host; the full policy is an explicit, per-host choice.
Agents answer from your own regulations, documents and records, with the source attached.
Agents reach your systems through approved connectors — APIs, databases, applications — each with its own permissions.
Changes wait for human approval before they run.
Customer-controlled inference and execution boundaries.
Bring one of your own questions.
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