How It Works
Abivian is built as a Reasoning AI platform that understands, verifies, and connects the world’s regulations with your products and operations automatically. Instead of relying on static checklists or manual interpretation, Abivian performs the same analytical work as a team of compliance experts reading legislation, analyzing standards, matching them to your technical data, and generating verifiable compliance resolutions.
Abivian continuously ingests official legislation, directives, and standards from trusted sources worldwide.
Each document is automatically verified, version-checked, and semantically analyzed using a multi-layered language and reasoning engine.
The system identifies key requirements, definitions, and dependencies — such as clauses, annexes, or references to harmonized standards — and transforms them into structured, traceable data.
Reads and understands regulations
Once processed, every regulation becomes part of Abivian’s interconnected compliance knowledge graph.
The platform understands how laws relate to each other, which standards fulfill which requirements, and how new amendments or versions replace older ones.
This “living compliance map” enables the system to automatically identify which obligations apply to a product, service, or business process across jurisdictions.
Builds a living knowledge Base
Connects to your product data
Abivian integrates product documentation — test reports, declarations of conformity, technical files, and process records — and links them directly to relevant legal requirements.
It uses advanced text and data analysis, including computer vision for scanned PDFs and diagrams, to verify test evidence and certification details.
Every data point is traced to its source, ensuring that compliance evidence is authentic, complete, and aligned with the right directive or standard.
Performs requirement resolution
For each regulation, Abivian runs a Requirement Resolution process that builds a logical proof chain:
Regulation → Standard → Test → Result → Product Evidence.
Each requirement is evaluated as met, partially met, or unverified, with explicit reasoning and citations from the original legal text.
The result is a full compliance resolution — an auditable record showing how every legal obligation is addressed, verified, and documented.
Continuously validates and monitors
Abivian never stops learning. It monitors regulatory changes globally and automatically re-analyzes any affected compliance area, updating resolutions and notifying when new actions are required.
It can generate complete implementation plans, verify documentation completeness, and even test the logical consistency of compliance decisions over time.
Every conclusion in Abivian is transparent and traceable.
The system keeps a full reasoning audit trail — documenting what was decided, why it was decided, and which evidencesupports it.
This makes Abivian not just an automation tool, but an explainable compliance intelligence platform — capable of standing up to audits, certifications, and regulatory inspections.
Produces explainable intelligence
From regulation to resolution
Abivian transforms compliance from a manual, reactive process into a deterministic, reasoning-driven workflow that’s fast, transparent, and verifiable.
The platform doesn’t guess — it proves.
Every requirement, every standard, every test result is connected through logic, traceability, and verified evidence.
Abivian turns regulatory complexity into operational certainty — one resolved requirement at a time.
Abivian’s Requirement Resolution engine is the core of our reasoning platform — the layer that turns regulations into verifiable, product-specific compliance proof.
It doesn’t just match standards to directives; it understands the logic of legislation, analyzes how requirements apply to a specific product or service, and validates compliance using evidence drawn from test reports, declarations, and technical files.
Here’s how it works step by step:
Understanding the law
The system reads and interprets each regulation — for example, Directive 2014/30/EU on Electromagnetic Compatibility — breaking it down into precise, traceable requirements such as emission limits, immunity levels, and documentation obligations.
Every clause and annex is semantically indexed and linked to its context, ensuring that no detail is lost and that cross-references between articles are automatically resolved.Mapping to the product
Abivian then connects these legal requirements to the customer’s product data — test reports, design documentation, declarations of conformity, and technical files.
The system identifies which pieces of evidence address each requirement, verifies the source authenticity, and highlights any gaps where proof or testing is missing.Resolving and verifying compliance
Finally, Abivian builds a requirement resolution map: a clear line from regulation → standard → test → result → product.
Each requirement is automatically evaluated as “met,” “partially met,” or “unverified,” with reasoning and source citations.
The result is a complete, auditable compliance resolution — the same analytical depth a team of experts would produce, but achieved in minutes and continuously updated as regulations or products evolve.
An example of a requirement resolution
Example: Directive 2014/30/EU (EMC)
In the example above, Abivian:
Interprets the essential EMC requirements from Annex I and Articles 6–7 of 2014/30/EU.
Links them to official EMC test reports (EN IEC 61000-6-2 and EN IEC 61000-6-4), verifying margins, signatories, and dates.
Connects RED Directive standards for wireless modules (EN 301 489 series) to ensure full coverage.
Confirms traceability down to serial numbers and batch references.
Generates a compliance resolution showing that the product meets all essential requirements with complete documentation and traceable evidence.
