AI Knowledge weaving

for AI de decisions,
for Explainable decision,
for Trustworthy decisions


Kwead is a Regulatory Engineering Platform that transforms complex regulations into structured rules, operational impacts, and auditable evidence.



Normative documents are complex, interconected and temporarily dependent.
Attend regulatory norms should not require an entire legal department.
rule → applicability → decision → impact → evidence

App da Manu
We transform regulatory complexity into actionable, explainable, and auditable knowledge.
Rule: What obligation, prohibition, or permission exists
Applicability: To whom, when, and under what conditions it applies
Decision: What must be decided or executed
Impact: Which reports, fields, systems, processes, and teams are affected
Evidence: What source supports the interpretation and implementation
Dashboard App da Kwead
From regulatory change to operational impact.
Know which rules have changed, what they affect, what actions are required, and which evidence demonstrates compliance.

  • Regulatory change and impact analysis
  • Traceability from rules to reports, fields, systems, and processes
  • Explainable compliance validation
  • Faster and more consistent regulatory interpretation
  • Auditable evidence for every conclusion

Some AI services may use your data to improve their models.
With Kwead, your data remains private, secure, and under your control.

App da Manu
Privacy is not optional.
Keep your knowledge secure, controlled, and fully auditable.
  • semantic layer: organizes entities, concepts, documents, and relationships;
  • semantic logic: determines applicability, dependencies, and consequences;
  • evidence: links each conclusion to the sources;
  • decision: transforms knowledge into an operational decision.

Our history

Kwead emerged from the NORKE (Normative Rule-Centric Knowledge Graph Construction using Language Models) research presented at ESWC, originally developed to transform complex normative documents into rule-centric Knowledge Graphs. That research evolved into a Regulatory Engineering Platform designed to support different regulatory domains and jurisdictions.


Grounded data

Norms, regulations and laws

Active monitoring

Global

Turn regulatory complexity into decision-ready knowledge.
Kwead connects regulations, applicable rules, operational impacts, and evidence in a unified, secure, and auditable knowledge layer.
Count on us!


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R. Daniel Hogan, 434 - Térreo, Parque Tecnológico da Unicamp | Campinas - SP - Brazil