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    Velrix

    AI automation, internal tools and SaaS MVPs. Based in Istanbul, working remotely across European, North American and Gulf time zones.

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    Carbon markets

    Genvision

    Ten thousand carbon projects, read and checked against the standard

    Verification bodies and project developers have to check enormous project documents against standards like Verra and Gold Standard, page by page. This platform does the reading: it runs the compliance checks, builds the checklist, and tells an auditor where to look. It went on to secure over $2M in funding.

    Visit the platform

    What lands on an auditor’s desk

    Does this project actually meet the standard it claims?

    project design document · 14 files · PDF, XLSX, scans

    What the platform does with it

    1. extractmethodology, baseline and boundaries, across all 14 files
    2. checkagainst Verra, Gold Standard and other carbon standards
    3. cross-refclaims traced back to the page they came from
    4. clearthe other 12 cleared without a person opening them
    5. flag2 gaps that need an auditor’s judgement
    6. returncompliance checklist · full document set in under an hour

    What was built

    The parts that mattered.

    • Compliance checks automated against Verra, Gold Standard and other carbon standards, taking audits up to 50% faster
    • A RAG and enrichment system across 10,000+ carbon projects, each carrying 10–15 documents, pulling out detail that was never published
    • Pre-validation that evaluates a project design document in under an hour, plus a methodology Q&A assistant and an RFP response generator
    • Document pipeline for PDF, DOCX, XLSX and images with extraction, indexing and cross-document referencing

    Built with

    • Python
    • LangChain
    • OpenAI API
    • RAG
    • Pinecone
    • FAISS
    • FastAPI
    • PostgreSQL
    • AWS

    Relevant if you need

    Production-grade systems, RAG at scale, document processing, compliance automation, multi-step validation workflows.

    AI Automation Systems$4,000 - $12,000SaaS MVP Development$8,000 - $24,000