Kwip Technology Solutions
Private infrastructure for document-heavy and audit-sensitive business software. Self-hosted runtimes, application trust layers, and focused implementation paths.
- Digest
- PyScoped
KWIP is an independent technology company building private, auditable business software—and helping teams ship AI and software systems without turning reliability into a luxury.
Private infrastructure for document-heavy and audit-sensitive business software. Self-hosted runtimes, application trust layers, and focused implementation paths.
Architecture, implementation, technical strategy, and review for teams working with machine learning, generative AI, private infrastructure, or high-trust software.
Standard rate$225 / hourSubject to scope and discretion.
Discuss an engagementClean, accessible, SEO-aware websites for shops, trades, and service businesses that need a credible online presence without unnecessary technical overhead.
Self-hosted document extraction API for normalized text and metadata from PDFs, Office files, images, text, markup, and ZIP archives.
ghcr.io/kwip-info/digest:0.1.0
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Object isolation, audit trails, access rules, versioning, and rollback patterns for Python applications.
pip install pyscoped
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President · Machine Learning Architect
Trevor works at the intersection of machine learning, software architecture, and the operational realities that decide whether a system can actually be trusted.
His experience spans healthcare, energy, public- and private-sector consulting, generative AI IVR solutions for a BPO service desk, and senior AI engineering at a federal credit union.
He founded KWIP around a simple conviction: the age of AI needs software that is safer and easier to explain—not more mysterious.
Practical writing on private AI, auditable systems, document infrastructure, and the decisions that keep business software understandable.
Read the journalFor product questions, consulting engagements, partnerships, or website projects, start with a short note. You’ll hear directly from Trevor.
This form sends directly to the KWIP inbox—no local email app required.