About
Practical AI advisory — with the engineering chops to actually implement.
Plev, LLC helps organizations identify where AI fits, prioritize the safest and highest-value workflows, and — when it makes sense — implement AI systems around the tools they already use.
What we do
We help organizations of every size — owner-led companies, growing organizations, departments, nonprofits, agencies, professional offices, and solo professionals — figure out where AI can replace repetitive processes, reduce manual labor, support lean teams, and automate administrative work. Most engagements start with consulting: an assessment or a process replacement roadmap. Implementation is optional, scoped separately, and only pursued when the business case is real.
How we're different
Most "AI consulting" stops at slide decks and prompt tips. We bring real software, database, reporting, spreadsheet, and workflow experience — the kind of background needed to translate messy business processes into working systems. We focus on practical outcomes, not AI hype, and we implement responsibly with human oversight where it matters.
What we won't do
- • Promise specific savings, revenue, or workforce outcomes.
- • Frame AI as "replacing people" — our work is about replacing repetitive processes and reducing manual labor.
- • Deploy unsupervised customer-facing automation unless specifically scoped that way in writing.
- • Provide legal, financial, accounting, medical, or tax advice.
Software & systems background
Real engineering, not just prompt-writing — we can integrate with the tools you already run.
Data, databases & reporting
Comfortable with messy data, legacy systems, spreadsheets, and recurring reports.
Email & inbox workflows
Triage, drafts, follow-ups, and review-before-send safeguards.
Spreadsheets & operations
Cleanup, standardization, and recurring report assembly.
Process discovery
Interview-driven mapping that reflects how work really happens.
Implementation discipline
Built, tested, documented, and handed off — not stuck in proof-of-concept land.
End-to-end workflows
Wired into your existing tools, with human approval where it matters.
Responsible by default
Privacy-first defaults, documented data flows, and clear human-review boundaries.
Find the first AI opportunity worth acting on.
Book a free 20-minute AI Fit Review, or start with an AI Utilization Assessment to map opportunities across your organization — consulting only, with implementation optional.
A name, email, and one sentence is enough.
Plain-English fit review. No deck, no pitch.
Walk away with notes, or scope an assessment.
No specific savings, revenue, or workforce outcomes are guaranteed. Not legal, financial, medical, or tax advice.