Five parts: tracks by role, content built on accounting's own red lines, practice on real client files, sign-off by the partner responsible for quality, and renewal timed around busy season. It should teach reviewers to judge an agent's reconciliations, journals and client queries the way a good manager judges a junior's work.
What tracks should it have?
| Role | Track | Ends with |
|---|---|---|
| Partners | Vocabulary and depth decisions | Ability to sign depth decisions and trace one decision through the record |
| Managers and seniors who review agent drafts | Reviewer path | Certification on real client files |
| Juniors and trainees | Vocabulary, then supervised review | Reviewer certification when they begin approving |
| Practice systems lead | Builder path | An agent certified on the firm's own cases |
| Money laundering reporting officer and compliance | Vocabulary plus record tracing | A sample of client due diligence decisions traced end to end |
The trainee row needs thought. Much of the routine work an agent takes over, such as bank reconciliations and simple bookkeeping, is what trainees used to learn on. A good programme makes reviewing agent drafts part of a trainee's development, with a senior checking their decisions, rather than letting the learning disappear.
What accounting-specific content should it cover?
General agent training is not enough. The programme should include modules on:
- Provenance in the books. A bank feed is a sealed record from the system of record. A client's spreadsheet is declared. A supplier invoice that arrived by email is external and cannot authorise a payment or, alone, clear a reconciling item.
- Thresholds and limits. How the firm's own limits map to depth: which journals the agent may post, which it must hold, and which it is refused. Reviewers must know the thresholds for each client.
- Client confidentiality across files. An agent scoped to one client must never draw on another's data. Reviewers should check every source belongs to the right client.
- Client due diligence. What the agent may gather and draft under the firm's anti-money laundering procedures, and what decisions stay with a person under a risk-based approach consistent with FATF standards.
- Filing boundaries. Returns and statutory documents are filed by a person. The agent may prepare; it may not submit.
How should practice on real decisions work?
Through a practicum on live client work, ideally during the agent's shadow period. Reviewers decide the agent's drafts for a spread of client types: a sole trader, a small company with payroll, a client with foreign currency. A manager checks every decision. One missed red line, such as approving a payment on an emailed invoice with changed bank details, means the practicum is repeated.
Then calibration. Every four to six weeks, reviewers across teams or offices decide the same small set of held items and compare. Accountancy firms often find that two offices treat the same item differently; calibration surfaces it before a client or regulator does.
Who signs off, and on what evidence?
The partner responsible for quality, on evidence they could show a regulator or a client's audit committee: practicum results, calibration records, and certificates that can be checked at source and show their expiry. Sign-off should be per capability and depth. Approval to review draft reconciliations is not approval to review posted journals.
How should renewal fit the firm's year?
Around the calendar. Schedule renewals and agent changes outside the weeks before filing deadlines. Run a short update whenever an agent gains a capability, such as moving from drafting journals to posting routine ones. And treat each busy season as a source of calibration cases: the items reviewers argued about in January become the training material for spring.
An example
Take a hypothetical 60-person firm. Six partners take the vocabulary and depth briefing. Fourteen managers and seniors take reviewer certification on bookkeeping clients during a four-week shadow. Ten trainees review the same drafts under supervision as part of their development. The systems lead builds and certifies the agent. The compliance partner traces 20 client due diligence drafts end to end. Renewals are set for early summer. The AI agent training plan template for accountancy firms shows the weeks; a readiness check first, as in how to run an AI agent readiness assessment in an accountancy firm, shows where to start.
Where the Academy fits
Pryme Intelligence Academy sets module tests in the learner's own industry and role, so accountants are tested on held journals and reconciliations. Operator certification needs a practicum of real decisions signed off by a Pryme assessor, and renewal is an update module and a short quiz.
Questions people ask
How is this different from a law firm's programme?
The structure is the same; the red lines differ. Law firms centre on privilege and matter confidentiality, as in what a programme for law firms should include. Property managers centre on safety and client money, as in the programme for property management firms.
Does the programme replace professional qualifications?
No. It adds the specific skill of supervising agents to the professional judgement accountants already have.
What do firms most often leave out?
Trainees and renewal. More in what accountancy firms get wrong about AI agent training and the guide to training teams for AI agents.