IOanyT Innovations

Other regulated operations

Any repeatable decision under written rules

If a decision runs at volume, follows written rules and is costly when wrong, the same three questions apply in any industry: what should run on code, what should keep a model, and what shouldn’t be automated at all.

Book a Reliability Review Get a fixed quote

What to compile, what to keep on a model, what to leave alone

Typical calls, not a verdict on your workflow. The Workflow Diagnostic decides yours, on your own cases.

  • Pricing and discount approvals

    Compile into code

    Approval limits and discount rules with a clear answer, and a record of who could approve what.

  • Eligibility decisions

    Compile into code

    Programme, benefit or product eligibility written as rules that give the same answer for the same case.

  • Exception requests in free text

    Keep with an AI model

    Reading what someone is asking for is language work. A model sorts the request inside a schema; the rules decide.

  • One-off strategic calls

    Don’t automate

    Low volume, high judgement. They stay with people.

What your regulator or auditor will ask

Whatever your regulator, the questions are much the same: who approved this rule, which version decided this case, and can you show it? The Workflow Diagnostic maps the evidence you have against what your regulator and auditors will ask for.

Last reviewed: 11 October 2026 by the IOanyT advisory team. This is general information, not legal advice.

Closest work we can show

Chosen by the kind of problem, not the industry. Each case says which sector it comes from.

Problem page · Any sector

Workflow automation

Manual, error-prone processes with no AI plan yet: where we start when the pain is clear but the answer isn’t.

Old system holding the rules?

If the rules live in an old system nobody can explain, start by writing down what it actually does.

Legacy System Specification Assessment

How we’d start

  1. 1. AI Reliability Review. Free, 60–90 minutes, a 2-page findings note you keep.
  2. 2. Workflow Diagnostic. Two to three weeks to decide what to compile, keep on a model or leave alone.

Fixed price, agreed at scoping. Stop after any step. The findings are yours.

Tell us which decision is stuck.

We'll tell you in writing whether we can help.

Book a Reliability Review

Free · 60–90 minutes · a 2-page findings note you keep