KWIP LLC · Company directory

Move fast. Keep the software understandable.

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.

Company directory

Three ways to work with KWIP.

Professional services02

AI & software consulting

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 engagement
Requestable service03

Small-business websites

Clean, accessible, SEO-aware websites for shops, trades, and service businesses that need a credible online presence without unnecessary technical overhead.

  • Design & build
  • Hosting & domains
  • Care & updates
Request a website
Kwip Technology Solutions

Private infrastructure for serious business software.

Released image

Digest

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 View Digest
Python framework

PyScoped

Object isolation, audit trails, access rules, versioning, and rollback patterns for Python applications.

pip install pyscoped View PyScoped
Leadership
Trevor Ewert, president and machine learning architect at KWIP LLC

President · Machine Learning Architect

Trevor Ewert

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.

KWIP Journal

Notes from the work.

Practical writing on private AI, auditable systems, document infrastructure, and the decisions that keep business software understandable.

Read the journal
Contact KWIP

Bring the difficult, high-trust work.

For 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.

Contact KWIP