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Topic — AI Infrastructure

AI infrastructure
for Technical Documentation.

Confideck structures, digitalizes, and semantically links all content within the technical file. The AI layer understands relationships across documents, detects inconsistencies, and supports changes — always controlled, always traceable, always in the context of the entire technical file.

The problem with generic AI

Uncontrolled AI generates changes without understanding regulatory context — leading to incorrect content, broken cross-references, and documentation that looks complete but isn't. In regulated environments, that is not a minor issue.

Specialized for TD Controlled & traceable Full technical file context Human sign-off required

What makes it different

Not general AI.
Specialized for regulated TD.

01
Understands the entire technical file
Confideck's AI operates in the context of the complete technical documentation — not isolated documents. It understands semantic relationships between risk management, clinical data, labelling, and GSPR coverage, and detects where they contradict or are incomplete.
Full file context
02
Reduces manual work without losing control
Repetitive analysis, cross-reference checking, and change impact assessment are handled by the AI. This reduces manual effort significantly — while every action remains subject to review and approval by the responsible person.
Assisted, not automated
03
Ensures consistency across documents
When content in one document changes, the AI identifies all related content across the technical file that may be affected. Inconsistencies are surfaced before they become findings — not discovered during a Notified Body review.
Consistency at scale
04
Every action traceable and governed
All AI-assisted activities are logged within the validated platform environment. Human sign-off is always required. Customer data is never used to train models. Regulatory safety is not traded for efficiency.
Controlled by design

AI capabilities

What AI does
inside the platform.

Confideck's AI capabilities are purpose-built for the complexity of regulated technical documentation. Each function is designed as a decision-support tool — reducing manual effort while keeping human oversight at every step.

Impact Analysis
Causal relationship analysis across documents

When a change is proposed — to a clinical evaluation section, a risk entry, or a regulatory reference — Confideck's AI maps all downstream documents and content elements that depend on it. Responsible stakeholders are notified. Follow-up actions are recommended. Nothing is applied automatically.

Feasibility completed
Change & Review Summary
Structured summaries of detected modifications

During certification preparation or documentation review, the AI generates a consolidated change summary — listing identified modifications, their scope, and cross-dependencies to affected documents. Supports review efficiency without replacing formal assessment or authorization steps.

Feasibility completed
Assisted Document Creation
Structure and content recommendations from successful submissions

When preparing documentation for a new product, the AI recommends proven structures and descriptive elements derived from previously successful submissions within the company. Authors review and adapt — the AI does not generate final content.

Feasibility completed
Translation & Localisation
AI-assisted preparation of market-specific documentation

When documentation requires localisation for new markets, the AI proposes draft translations aligned with approved terminology. Formal linguistic review and approval processes remain unchanged — the AI reduces the starting effort, not the review requirement.

Feasibility completed