Inquerio AI
Use case · IT operations

IT operations, with one query instead of ten scripts.

Incident impact, access reviews, license inventory, audit evidence. Each one is the same shape of question: read across identity, SaaS admin APIs, observability and ticketing in one pass. Inquerio AI replaces the ad-hoc script with a sentence.

Questions IT and security ask every week

Five answers that used to need a custom script each.

Every one of these is a recurring IT question whose answer lives across identity, SaaS APIs and the audit log. Inquerio AI handles the cross-system reads and returns a single sourced answer.

  • Which paid customers were affected by yesterday's outage?

    Reaches across Incident timeline, subscription DB, support tickets

  • Show every user with admin access to Salesforce.

    Reaches across Salesforce admin API, IdP, HRIS

  • How many Slack seats are unused this quarter?

    Reaches across Slack admin API, IdP, last-login history

  • Who accessed customer record C-2210 in the last 30 days?

    Reaches across CRM audit log, IdP, ticket activity

  • List every integration connected to our HubSpot in the last 90 days.

    Reaches across HubSpot admin, IdP, change log

Today vs with Inquerio AI

From two weeks of audit prep to one prompt.

Each audit answer today is a custom script written from scratch. Inquerio AI runs the script as a sentence and keeps the evidence for next quarter's audit too.

What it looks like today

  • · Security receives the audit request on Monday.
  • · Engineer writes a Python script against the IdP API.
  • · A second script reads the SaaS admin APIs one at a time.
  • · A third joins the results on email address in a spreadsheet.
  • · Repeats for every system in scope. Two weeks pass.
  • · Six months later, the same audit comes around and the scripts have bit-rotted.
  • Two weeks. Three engineers. One audit. Then the cycle repeats.

What it looks like with Inquerio AI

  • · Security types: "Every external user with admin access to a customer-data system, grouped by system."
  • · Inquerio AI queries the IdP and each SaaS admin API in parallel.
  • · Returns the list, joined on identity, with the system and access level per row.
  • · The same prompt runs next quarter. The evidence file is the answer plus its source for every line.
  • Forty seconds. The audit trail is the conversation log.
Systems Inquerio AI reaches for IT

The stack IT actually owns.

Inquerio AI reads the systems IT and security run every day. Read-only by default, with every fact sourced for SOC 2, ISO 27001 and internal audit.

Identity provider

Okta, Entra ID, Google Workspace, JumpCloud. Users, groups, last-login, MFA enrolment, SSO assignments.

SaaS admin APIs

Salesforce, HubSpot, Slack, GitHub, Microsoft 365, Zoom. Seat inventory, role assignment, integration listings — read from each vendor's own admin endpoint.

Observability and incidents

Datadog, PagerDuty, Statuspage, the incident tracker. The blast-radius timeline behind every customer-affected-by-the-outage question.

Audit and access logs

SIEM, the audit log on each SaaS, sudo / shell logs. Who did what, when, to which record — at the granularity the audit requires.

Ticketing and change management

ServiceNow, Jira Service Management, Linear, GitHub Issues. The change record behind every access grant and every revoked credential.

Asset and license inventory

Zylo, Torii, the homegrown spreadsheet. Cost-per-seat, renewal date, last-login per license. The data behind the seat-rationalisation question.

IT and security questions

What IT leaders ask before they trust this with the audit.

Does Inquerio AI integrate with our SIEM?

Yes. Inquerio AI reads from the SIEM the same way it reads from any system: through its native API, with the existing access scope. The SIEM is just another connected source.

What about least-privilege and what each user can ask?

Inquerio AI inherits the access scope of the user asking — through your IdP and the source systems' own access rules. A user only ever gets answers from data they were already authorised to read. Inquerio AI never widens that scope.

Is there an audit log of who asked what?

Yes. Every question, every prompt, every fan-out and every source read is logged with the user, timestamp and the systems touched. The log itself is queryable through Inquerio AI for internal audit.

Can this generate SOC 2 or ISO 27001 evidence?

The same prompts that answer the audit question can be scheduled to run on cadence and store the answer with its source. The evidence file becomes a query log instead of a folder of one-off CSVs.

Does it work with our existing identity provider?

Inquerio AI authenticates through your IdP — Okta, Entra ID, Google Workspace, or anything SAML/OIDC. No separate user directory to maintain inside Inquerio AI.

Bring the audit question that takes a sprint to answer.

We'll show Inquerio AI returning it as a sentence, with the evidence trail in the conversation log.

Let's see your systems answer back.

Tell us about your stack. We respond within one working day.

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