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The journey

Ten steps to autonomous IT operations.

Almost every enterprise is at the beginning, before Foundation: several systems of record and no single trusted view of the estate yet. The destination is an estate where routine, bounded operations run themselves. The path there is ten steps, and the first five are the same for everyone: know what you have, connect it, clean it, add context, and set the rules. Here is the whole journey, and a way to see yours.
TEN STEPS

The journey, start to finish.

Each step builds on the one before it, and each one pays for itself before the next begins. Steps 1 to 5 get you to Foundation, and most estates have not done them yet.

  1. 1
    Foundation

    Identify every system

    List the systems of record you actually run: service management, the CMDB, endpoint management, virtualization, storage and backup, cloud, directories, and the spreadsheets that quietly fill the gaps. Most estates find more than they expected.

    WHAT YOU GAIN:A complete map of where the truth about your estate lives today, and where it is missing.

  2. 2
    Foundation

    Connect them to an orchestration platform

    Bring those systems into one platform through prebuilt connectors, reading data on demand and in place. Your systems of record stay where they are. One platform sees across all of them.

    What you gain:One place to ask any question about the estate, across every vendor.

  3. 3
    Foundation

    Clean the data

    Reconcile the records that describe the same asset, resolve disagreements by source of truth, and surface the gaps: devices with no owner, users with no device, locations that do not match. Route each gap to someone who can close it, and keep it that way as data changes.

    What you gain: Data your team trusts enough to act on, and a quality score you can watch.

  4. 4
    Foundation

    Add application context

    Attach to every asset what a spreadsheet never holds: the applications that depend on it, who owns them, how it is used, and where it sits in its lifecycle. This is what tells you what a change will touch before it runs.

    What you gain:Every proposed change shows its impact first.

  5. 5
    Foundation

    Set the guardrails

    Decide who may do what, through your identity provider and role-based access. Write the policy for AI: read-only to start, which actions are allowed, who approves, and the limit on any single action. Turn on the audit trail before the first action, and hold every decision from here on to it.

    What you gain:The rules exist before the agent does, so autonomy can be granted a step at a time.

  6. 6
    Assisted

    Build the workflows

    Start with ready-made reports and workflows for the domain in front of you, and shape them to your process: the waves, the communications, the approvals, the tickets raised in your service management system. Every workflow is configuration on the platform, so the next program starts from this one.

    WHAT YOU GAIN:A program that runs on the platform instead of in a spreadsheet.

  7. 7
    Assisted

    Test them, then run the first program

    Run the workflows on real data with people approving every action. A device refresh, a migration wave, a decommissioning batch. Watch what ReadyAI recommends, approve what is right, and review every action on the audit trail.

    WHAT YOU GAIN:The first program finished on the platform, and a team that has seen the agent work.

  8. 8
    Supervised

    Build confidence, widen the policy

    With the audit trail as evidence, widen the set of actions the agent may take: confirm in batches, then let known, bounded scenarios resolve within policy. Each widening is a decision your organization makes, on a record it can check.

    WHAT YOU GAIN:Routine work leaves the team’s queue, one scenario at a time.

  9. 9
    Conditional

    Semi-autonomous operations

    Most routine operations now run closed-loop within the policy you wrote. Your team handles exceptions and the decisions that deserve a person. Every new program, and every new agent you adopt, starts from the same foundation.

    WHAT YOU GAIN:The team’s time goes to exceptions and higher-value work.

  10. 10
    Autonomous

    Autonomous by default

    Routine, bounded operations run themselves. The estate stays known, clean, and current without a project to make it so, and autonomy is a matter of how your organization uses the platform, at the pace it chooses.

    WHAT YOU GAIN:An estate that runs itself within the limits you set.

Map your own

Eight questions. The same ten steps, mapped to your estate.

Answer for the estate as it is today and the program in front of you, and we will lay out the ten steps as they apply to you.

1SystemsHow many systems of record hold data about your estate today?
2EstateRoughly how large is the estate?
3First programWhat is the program in front of you?
4ApprovalsHow are changes to production approved today?
5Data qualityHow much does the team trust the data in those systems?
6Application contextFor a given server, VM, or device, can you see which applications depend on it and who owns them?
7StakeholdersHow are application owners and end users brought into a change today?
8AI todayWhere does AI sit in IT operations today?