Reports & assessments
Detect contradictions, missing conditions and unsupported claims. Findings retain their location and reasoning.
AI development for technical verificationTurn expertise
Turn expertise
into a traceable
checking process.
AI checking workflows for architects, energy consultants and engineering teams. Our building-and-energy corpus is already available. We adapt the methods to your documents, requirements and source material.
ENGINEERING / EVIDENCE / AI
Our own methods. Technical context. Documented results.
LumifyREVIEW / 001
Every claim.
A traceable finding.
01
EVIDENCE CHECKThe condition is missing.
The claim extends beyond the scope of the source.
PassageSourceReview
Illustration · not a customer resultEVIDENCE · REVIEW · FLOW
Our starting pointBuildings & energyTechnical publicationsLegal sourcesReports & evidence
01 / ApplicationsWhere checking
Where checking
needs development.
We turn expert criteria into a software workflow, using your source material, reference cases and approval process.
Requirements & evidence
Check documentation against agreed criteria and make missing information, version mismatches and unresolved cases visible.
Claims & sources
Distinguish citation integrity from actual support. New research domains are evaluated on their own reference set.
02 / Our methods
Lumify.
Our own methods for sources, evidence, document review and controlled correction — adaptable to your material.
Evidence
Learn more · GermanCheck source addresses, quotation text and whether evidence supports a claim. A dedicated challenge stage tests the interpretation.
Review
Learn more · GermanRegister document passages and examine contradictions, references, values and missing conditions.
Flow
Learn more · GermanSix phases control review and correction. New revisions restart the checking process and retain a traceable revision history.
Reason
Learn more · GermanBuild a graph of subquestions, assumptions, evidence and conclusions to make the reasoning path inspectable.
Atlas
Learn more · GermanAddress sources and versions across corpora, retrieve available source text and reject invented IDs.
03 / Documented resultsBuilt and evaluated
Built and evaluated
on technical material.
Development run on our own book manuscript, 6 October 2026.
32
Print-source files
Registered across the manuscript.
4,720
Text passages
Individual locations with document context.
11/11
Development traps detected
None of the three counter-traps triggered.
This is a predefined development set, not an independent general-accuracy benchmark. Quality on your corpus is measured for your checking process.
Detailed results (German)Source architectureEvidence needs
Evidence needs
an address.
Our building-and-energy legal corpus represents provisions, cross-references and temporal versions. Atlas provides verified source addresses across legal and funding material.
SOURCE ADDRESS
corpus:provision@version
A traceable path from the finding to the source text.
Architecture (German)Engineering backgroundTechnical expertise
Technical expertise
is part of the design.
Luca Osman Akyildiz holds an engineering diploma from the University of Stuttgart. His research at IGTE included validation of building-energy calculation methods. Today he combines this experience with AI-method development and technical authorship.
He designs the source architecture, methods and evaluation. AI coding agents substantially support implementation.
Your next development projectWhat should your
What should your
checking process do?
Start from our existing building-and-energy corpus. We adapt sources, criteria and workflows to your organisation and your own material. Let’s discuss the right application.
Book a conversation now