Get in touch

Continuous Intelligence Operations

Continuous Intelligence Operations (CIOps) is the discipline of operating digital intelligence in live work, and improving it continuously from the evidence that work produces.

It is one part of integrated intelligence: the loop that runs it, and governs it.

Before the loop can run, someone has to design it: find where in the work it belongs, and what expertise, judgement and decisions it has to carry. That is the job of the Intelligence Delivery Life Cycle. Continuous Intelligence Operations keeps the result right once people depend on it.

Run this way, a system improves with use. Left alone, it decays.

  1. The way the loop runs means the work produces the signals that improve it. The team investigates differences, tests proposed improvements and checks their effects. It can correct or withdraw a change when the evidence no longer supports it.

It never stops, because three things keep moving

  • The world moves.

    A regulation is published. A supplier changes a material. A sensor drifts out of calibration.

  • The judgement moves.

    Experienced people leave and their successors decide differently. Reviewers stop checking an agent that is usually right.

  • The intelligence moves.

    A vendor retires a model and its replacement behaves differently on the same inputs.

The discipline is a cycle of four steps.

  1. Work

    Agents carry out tasks within agreed limits, and show the sources, checks and open questions a person needs to assess the work.

  2. Decide

    People decide where human judgement or approval is required, and the authority stays with a named person.

  3. Record

    Important decisions are kept with their reasons, the person and the time, beside the original proposal.

  4. Improve

    A proposed change is tested on real cases and exceptions, and a named person approves it before an agent uses it.

The same record is how the intelligence is governed.

Every system we build has to let you answer one question about any decision it touched: can it be traced and defended?

Auditable
Every step can be checked, in order.
Traceable
We know who or what acted, when, and on which version.
Explainable
The reason and the evidence stay with the decision.
Defensible
A named owner can justify the decision to a customer, a regulator or an inspector, on what was known at the time.

This produces and keeps the evidence a regulator asks for. It does not establish compliance on its own, and each system is assessed for its intended use. Security and compliance.

It starts with the first release, not after go-live.

It is easy to read all this as what happens after rollout: monitoring, maintenance, a support contract. But a system in use produces the corrections and outcomes that improve it, so the record starts with the first release in your environment. By rollout the loop is already turning.

Who runs it is your choice: our team, yours, or both together. Either way each decision has a named owner, and an agent never approves a change to its own rules. When the record shows the next challenge worth solving, it goes back into the life cycle.

It can begin with a single agent or decision.

It can start before any agent is built. Choose a decision your team makes every week and walk a recent case with the people who make it: what they considered, what was missing from the records, and who could have stepped in.

Get in touchOperate runs on Continuous Intelligence Operations