Establish what applies
Resolve the organisation’s regulatory perimeter and freeze the complete set of applicable obligations before looking for evidence.
How Aprentiz works
Start with everything that applies. Finish with evidence.
Most AI systems begin with a question and search for plausible context. Regulated work demands a stronger method: establish the complete obligation set, evaluate every row and preserve what the evidence can—and cannot—support.
Explore the architecture →The regulatory evidence path
Four stages. No invisible omissions.
Connect policy and knowledge
Match each obligation to organisational evidence, source context and governed institutional memory inside the controlled environment.
Evaluate with explicit states
Use retrieval and local model reasoning to distinguish supported, missing, contradictory and technically incomplete evidence.
Make the conclusion inspectable
Bind the outcome to its source, evidence and event lineage so reviewers can understand what happened and why.
A different operating model
Designed around the failure modes of regulated AI.
The architecture treats completeness, provenance, privacy and uncertainty as system responsibilities—not instructions added to a prompt.
Search begins with matchesAprentiz begins with the complete obligation set.
A confident answer can hide a gapAprentiz keeps GAP and UNKNOWN visible.
Context disappears between sessionsAprentiz builds typed, provenance-bearing memory.
Private material follows the modelAprentiz is designed to bring local intelligence to the material.
Institutional intelligence
Knowledge that stays with the organisation.
Expert judgement is built slowly and lost quickly. Aprentiz is engineered to preserve source-linked context, decisions and learning as governed memory—without confusing stored knowledge with verified truth.
Models, infrastructure and performance boundaries.
Organisation, jurisdiction, rules and task authority.
Provenance-bearing knowledge from documents and work.
Source→Obligation→Policy evidence→Outcome→Event lineage
Evidence by design
A conclusion is not the end of the process. It is the start of review.
Aprentiz is designed so an accountable person can inspect the source, applicable obligation, supporting evidence, outcome state and event history behind consequential work.
RegTech around your evidence reality
Talk to Aprentiz →