Competency-aligned assessments, trusted.
Your assessments certify that people can do the work, and a sponsor or auditor may ask you to prove it. SayaLab reads your training material first, validates every question against its objective and Bloom's level, and shows you the evidence, so a pass means what your stakeholders signed off on.
A pass that does not prove competence.
When an assessment gates a certification or a compliance sign-off, a recall quiz is not enough. If the questions test memory rather than the competency, a learner can pass without being able to do the work, and that gap surfaces later, on the job or in an audit. Most AI tools generate from your deck and hand it over, leaving you to judge whether each question actually measures the competency it claims.
Corporate L&D also has to answer to people who did not write the assessment. A sponsor signs off on a competency map; an auditor asks how a result was reached. An assessment you cannot account for is one you cannot stand behind in that room.
Mapped to the competency, then proven.
SayaLab works on both sides of generation, the analysis you would do before writing a question and the quality control you would do after, so each question is tied to a competency and shown to test it.
- Analysis before generation — it reads your training material, extracts the objectives in measurable terms, and maps the highest Bloom's level each part can fairly support. Where the material is too thin to assess a competency at the level you need, it tells you rather than generating a hollow question.
- Validation after generation — every question is independently checked: its objective alignment, its blind Bloom's level, its distractor plausibility, and whether it is answerable from your material. Weak questions are regenerated automatically, so what reaches the assessment measures the competency, not just memory of the slide.
- You stay the author — each question carries its evidence, the objective it maps to, the verified level, the distractor strength, with a quality score. You edit or regenerate any question, and you keep a record you can put in front of a sponsor or auditor.
Why it stands up to scrutiny.
In L&D and certification, an assessment has to satisfy the people who rely on its result. These are the reasons training teams use SayaLab.
Competency-aligned
each question maps to an objective you set and is checked to validly measure it, so a pass reflects the competency a stakeholder signed off on, not test-taking around it.
Evidence for sign-off
the verified Bloom's level, objective, and distractor plausibility are visible per question, which gives a sponsor or auditor the account they ask for instead of your word that it is sound.
Scale across programmes
onboarding, compliance, and product training, each assessment held to the same standard, in a fraction of the time, so rigor does not slip as volume grows.
Common questions.
- What is the best assessment generator for corporate training?
- For L&D, the question is whether a pass proves competence. SayaLab maps every question to a learning objective, validates that it measures the objective at the right Bloom's level, scores distractor plausibility, and shows the evidence per question. That gives you assessments you can put in front of a sponsor or auditor, rather than recall quizzes generated from a deck.
- Can it align assessments to our competency framework?
- Yes. SayaLab extracts the objectives from your training material and lets you edit or replace them with the competencies your stakeholders signed off on. Each question is then checked against the objective it is assigned to, so the assessment is mapped to your framework and verified to test it, with the mapping visible on every question.
- Does it produce evidence for compliance or certification sign-off?
- Each question carries its own evidence: the Bloom's level SayaLab verified, the objective it maps to, how plausible its distractors are, and whether it is grounded in your source material, with a quality score. That record is what lets you account for how an assessment was built when a sponsor or auditor asks.