Surman s.r.o. · CZ / AT
Sample AI assessment deliverable
A fictional accounting-firm example showing the report structure. This is not a client project or a demonstrated result.
A fictional accounting-firm example showing the report structure. This is not a client project or a demonstrated result.
1. Brief
A fictional team wants to prepare replies to repeated questions faster using approved internal materials. Professional judgement remains with a person.
2. Baseline
Before the pilot, measure task volume, drafting and review time, corrections and sources used. This sample contains no measurements because none have been taken.
3. Pilot proposal
Use fictional questions and approved documents. Every response cites its sources; insufficient evidence is escalated to a person. Nothing is sent to clients automatically.
4. Risks and controls
Wrong conclusion: professional review. Outdated material: a content owner and review date. Unauthorised access: permission rules and configuration checks.
5. Decision criteria
Agree an acceptable error rate, desired time improvement and budget in advance. Compare measurements after testing and recommend continuing, changing or stopping.
6. A real proposal includes
Scope, responsibilities, inputs, deliverables, timing, price, licences, exclusions and acceptance criteria.
Before we start
How much does AI consulting cost?
Price depends on the workflows, available inputs, integrations and required deliverables. After initial contact you receive a proposal specifying scope, price, timing and exclusions.
Do we need ISO 42001 immediately?
Not every project needs certification preparation. We first establish your goals, customer requirements and risks, then propose proportionate AI management.
Choose your next step
Content reviewed on 5 September 2026 · Mgr. Jaroslav Surman
Discuss one specific workflow
A fictional accounting-firm example showing the report structure. This is not a client project or a demonstrated result.