QConsul LLC — a certified Oregon Benefit Company. Portland, Oregon, USA.
Work and proof
Founder's prior contributions — Karen Michael's prior W-2 roles, NOT QConsul LLC client outputs
QConsul LLC was founded in March 2026; client outcomes are reported per engagement. The quantified outcomes below are attributable to founder Karen Michael personally, from earlier employment at Intel Corporation and the State of Nevada Secretary of State's Office. They are not QConsul LLC deliverables and are not presented as QConsul's own delivery proof.
- 86% model accuracy — Intel Corporation RLHF pipeline for Global Contact Center verbatim tagging; saved 100+ hours per month across 7 global contact centers and helped restore Customer Effort Score by 20 percentage points.
- 700% throughput gain — Intel Corporation Robotic Process Automation program integrating Salesforce APIs.
- $720M+ revenue supported — State of Nevada Business Portal under Karen Michael's administration.
- 500,000+ annual transactions — public-sector digital transformation at state scale.
Autonomous AI and governance evidence
QConsul documents Tier 3 autonomous-agent launch patterns, Agentic OS governance, ROI-per-token discipline, Token Minimalism Framework, accessibility scans, JSON-LD, sitemap parity, and llms.txt alignment as part of the site itself.
About founder Karen Michael · Token Minimalism Framework · ROI per Token™.
Customer Voice
Customer Voice — Paid Training. For endorsements of the founder's prior in-house work, see recommendations for Karen Michael's previous work.
I want to sincerely acknowledge the depth of knowledge Karen the CEO of QConsul brings to the AI space. Karen's expertise goes far beyond what I have experienced in many AI courses, including programs from organizations such as IBM and O'Reilly. What stood out most is that she does not "flex" her knowledge or overwhelm you with how much she knows. Instead, when questions are asked, she not only answers them clearly, but also provides perspective in a manner and pace that you can follow. That is the real value of learning from someone with deep experience. My biggest takeaway from the course was the way it created curiosity around a very large and complex topic. This was time very well spent, and I look forward to continuing my journey in learning about autonomous AI agents. Thank you, Karen, for your knowledge, your time, and your thoughtful approach to teaching. I highly recommend this course.
Start the conversation
Start the conversation — book a discovery call with QConsul. Or begin with the on-ramp engagement: Start a Tune-Up Start to baseline your business before building.
Build b-44932b2721eb (deployment 11821). Verification: https://qconsultai.com/freshness.txt.