PMG is a physician-led clinical practice that delivers precision medicine by telehealth. GKIM is an independent AI-native technology and administrative-services organisation that provides technology, workflow and back-office services to PMG under a written services agreement. GKIM does not practise medicine, does not employ or supervise PMG clinicians, and does not direct clinical decisions.
PMG is a practising, physician-led telehealth organisation. A team of twelve licensed clinicians — working together since 2022 — consults with patients, orders diagnostics, interprets results and manages chronic and preventive care over time.
PMG owns clinical governance and patient care end-to-end. Every ordering physician is named, licensed and accountable. Clinical judgement is not delegated to a platform, a partner or an algorithm.
GKIM is an independent AI-native technology and administrative-services organisation. Under a written services agreement with PMG, it provides knowledge engineering, agentic workflows, laboratory-integration infrastructure, eligibility and billing operations, monitoring and audit tooling that support distributed clinical practice at scale.
GKIM does not practise medicine, does not treat patients, does not employ or supervise PMG clinicians, and does not direct clinical decisions. It is not an owner, agent or joint-venturer of PMG and is not authorised to speak for the practice.
Two operating leaders anchor the ecosystem — one clinical, one technology. Both have been running the underlying work for years.
Dr Eric Thomas is an internal-medicine physician and the clinical leader of PMG. He practises where precision medicine changes outcomes most reliably — diabetes, hypertension, obesity and cardiometabolic risk — delivered as continuous, longitudinal care rather than episodic encounters.
He trained in Internal Medicine at St. Michael's Medical Center, holds an MD from St. George's University and an MBA from Brigham Young. For the past decade he has practised with Medical Associates of Montana, and from 2020 to 2024 led diabetic telehealth care at a national remote-monitoring practice. He holds active medical licensure in seven states, and — before medicine — spent a decade in structured products and derivatives at Barclays Capital, Credit Lyonnais, S.G. Warburg and Chase Manhattan.
“Governance in a Medical Programme is not a document. It is the sequence of independent clinical decisions taken by named physicians as each patient moves through it.”
Ian Morrison founded GKIM to bring enterprise-grade knowledge engineering to healthcare. He is a technology executive with more than forty years leading digital businesses across the UK, US and Asia — most recently the architecture behind a nine-figure telehealth operation.
He is the creator of GEARS™, a proprietary methodology that compiles institutional knowledge into agent-executable value architectures. Published in 2019 and applied across more than thirty engagements, it is the substrate on which Healthcare Productisation™ is built. From 2021 to 2024 he founded DNA Insights, a compliance-first telehealth platform integrating laboratories, clinicians and commercial operators — architecting the platform underpinning roughly $1B in ecosystem transactions and 250,000 patients. He holds an M.Eng. in Engineering Science and an MBA in Strategy from Strathclyde, completed the Cambridge programme in Generative AI in Business in 2025, and is not a clinician; he does not direct clinical decisions.
“Reliability is what separates a demonstration from healthcare. The operating layer decides whether precision medicine ever becomes routine.”
The PMG clinical team includes twelve active physicians who have worked together since 2022. Individual profiles are published as the practice expands its public directory.
GKIM is built around people who think like operators first and technologists second. Commercial rigour from the UK. Execution intensity from Vietnam.
15 years of end-to-end system delivery. Bridges designers, engineers, and stakeholders so nothing gets lost between strategy and execution.
These are the numbers behind the ecosystem — drawn from PMG, GKIM and the predecessor precision-medicine programmes their leadership has run. They describe delivered work, not aspirations.
Medicare-capable. The ecosystem does not publish outcomes, testimonials or partner logos it has not earned.
Every ordering physician is named, licensed and clinically accountable. Governance is a sequence of independent clinical decisions — not a badge on a homepage.
AI drafts, summarises, cross-references and flags. Diagnosis, interpretation and treatment sit with the clinician.
Patients stay with the same care team over time. Chronic domains are managed across months and years, not single encounters.
The public voice of the ecosystem is editorial, not promotional. We publish what we have done — not what we might.
A meta-framework: how this website itself is designed. Understanding → Education → Evidence → Interaction → Partnership. Trust is earned in that order, not assumed. It is why the pages you have read so far led with problems and diagrams before ever asking for your details.
