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Mr. Jerry van der Osten Gruzewski, MA

 
Occupation:
Senior Consultant in PM, DM, RE PDM & UP
Location:
Warsaw, Mazowieckie, Poland
Status:
Self-Employed
  • English - This Expert speaks English


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Knowledge Summary

This Maven is the MIT (Harvard), PW educated, the Compton and the AIA awarded Principal Consultant, Lecturer, and Senior Director in the fields of RE Property Development Management, Architecture, Business Development, Competitions Management, Town / Urban Planning, Design, Historic Preservation, High-End Classical Interior Design, Projects, and Consultants supervision. Bilingual, senior professional, who directs, assists iconic property developments: residential, commercial, retail, and hospitality projects in the Gulf, USA and the EU. Supervises design, teams, budgets, F+R, architectural competitions, DM, CM, PM, and GM processes. Delivers Design and UP Concepts. Corrects Plans, Monitors Budgets, creates Design Guidelines and offers Reviews (QA). Former Visiting Lecturer, the USA C-level (SES III) graded. More about this Maven can be found on His websites (DDMCglobal - Facebook). Fees: from $220 to $280/hr depending on project size, type, location, and technical difficulty. Projects directed, PM-ed, and designed for: UAE, Germany, Hungary, Kuwait, Oman, Greece, Turkey, USA, Poland, and Sweden. Supervised international teams up to 350. Available for 1-5 hrs phone, and 2-190 days long consultancies globally. His AIA and Maven Business / Professional expertise value is on $285-$360 USD/hr level, by the book. PDF presentation, opinions, and website links upon request. EU: +48 884.369.449

Experience

Current Employer:
Self-Employed (Senior Consultant in PM, DM, RE PDM & UP) 		Dates:
Dec 2021 - Present
Description:

Real Estate Property Development / Project / Design Management. Master / Urban Planning and GM Consulting Services ( MORE INFO: http://alum.mit.edu/www/jjg ).
• Investment, Business Development, Architectural Design, PM, Real Estate Services (

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Current Employer:
USA Govt Qualified by the Federal Employment Agency 		Title:
Senior Executive Services - SES III (C-level) 		Dates:
Jan 2012 - Present
Description:

Press interviews and Project Presented by The Architekt, The Town & Country Global "coffee table" Magazine, MIT Press, The Anglo-Portuguese News, Boston Home & Garden, The Eccentric Daily News, MI - USA, EU. Harvard University,

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Past Experience:
DDMC 		Title:
COO (VP of Design and Development) 		Dates:
Sep 2008 - Nov 2020
Description:

• Leadership
• Business Development
• Teams & Projects Supervision
• Competitions & Bids Management
• RE Property Development Management
• Administration, Planning & Architectural Operations
- Overall responsibility for the

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Past Experience:
F+G / WS ATKINS Group 		Title:
OPERATIONS / PROJECT DIRECTOR 		Dates:
Jan 2007 - Mar 2008
Description:

OPERATIONS DIRECTOR (supervised projects for the Nakheel, DMCAA, MIZIN, and Saudi Aramco). Head of Project: the SA Cultural Center & Museum, King Abdulaziz Centre for Knowledge and Culture (65,000 sq.m.). This, directed by me $760 Mn USD project

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Past Experience:
ASTECO Real Estate Property Development Management 		Title:
PROJECT DIRECTOR 		Dates:
Apr 2004 - Nov 2006
Description:

Real Estate DIRECTOR of the PORTO JUMNEIRAH mixed-use Property Development, Dubai ($1,1 Bn USD Mn). Developed financial models, Coordinated design consultants, and Prepared a preliminary development program for 3 options. Selected consultants,

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Past Experience:
The Gruzevski & Associates, Inc 		Title:
MANAGING CONSULTANT - BOSTON, MA, USA 		Dates:
Jan 2001 - Dec 2003
Description:

Responsibilities:
• Consulted the public use, office, public use, and high-end residential projects, Mass.
• PM, DM and Construction Supervisor of commercial, industrial and residential projects
• Responsible for major extensions and

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Past Experience:
M+M, and HRESKO Architects, Inc - Boston, USA 		Title:
DESIGN / PROJECT MANAGER 		Dates:
Nov 1996 - Nov 1999
Description:

Directed commercial, sport, civic and residential projects in Mass..
• Architects, consultants & contractors supervision.
• Responsible for interfacing with the RE Property Developers and contractors
• Led teams, corrected SPECs, plans,

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Past Experience:
Self-Employed (Principal Consultant / MD) 		Dates:
Nov 1993 - Oct 1996
Description:

● Directed Studio, business development, Real Estate acquisitions, and public relations..
● Real Estate properties marketing, staff supervision, finances, budgeting, client relation
● Liaise with the Clients, RE Brokers / Investors, and the RE

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Past Experience:
MINORU YAMASAKI ARCHITECTS, INC 		Title:
PROJECT ARCHITECT & LEAD URBAN PLANNER 		Dates:
Feb 1992 - Sep 1993
Description:

Project-Role:
● Leader of mixed use, commercial and hospitality RE property developments
● Supervised projects' scheduling; wrote project programs, scheduled work
● Supervised architects, urban planners, consultants.
Cooperated with German,

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Past Experience:
PT PROCESS, INC 		Title:
PRINCIPAL ARCHITECT & PROJECT DIRECTOR 		Dates:
Jan 1989 - Nov 1990
Description:

The BRIGHT MEADOW (JASNA POLANA), was America's 5th most pricey estate ($124 Mn), 1984-2000. MY ROLES: direct responsibility for the 57,000 SF Residence reconstruction and high-end interior design. Client: Mrs. Barbara P-Johnson. The BM Estate

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Knowledge, Keywords & Publications

The MIT (Cambridge) educated, the US and EU citizen; senior professional with 30+ year international experience in business development, GM, PM, design + urban planning supervision, real estate property development management, architectural operations. Well experienced in managing multinational teams. 7 year GCC work experience. Pragmatic, result driven and internationally experienced PRINCIPAL CONSULTANT, EXECUTIVE DIRECTOR. Grade 15 step 10 and the SES approved by the US Federal / Govt employment agency.

Good knowledge of Oman, Bahrain, Qatar, Kuwait, UAE, EU, USA. Press interviews published by The Birmingham News (USA, 1987), and The Architekt Magazines (eu, 2000).

Teaching offers from the Qassim University (KSA), FRESS (Portugal) and Kuwait Universities (Dept of Architecture). In 2007-2008, Operations Director of Architecture for the Saudi Aramco’s iconic, $740 Mn project in East Province. Former Visiting Lecturer, Head of Projects / Design and Urban Planning, senior consultant.

r e s p o n s i b i l i t i e s :
o GM + PM
o Business Development
o Teams & Projects Supervision
o Competitions & Bids Management
o RE Property Development Management
o Urban Planning & Architectural Design Lead

Education & Languages

Warsaw Technical University

Bachelor of Arts (BA)

Architecture and Civil Eng

MIT

Master of Arts (MA)

Architecture and Urban Planning

Harvard

Real Estate Development

MASSACHUSETS INSTITUTE OF TECHNOLOGY

1989 - 1992

Architecture & Urban Planning

Certifications & Licenses

Grade GS-15 approved in 2003 (USA)

SES III - USA Senior Executive Services qualified

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MavenBlog

Jul
08th
Physician Insight: Human Interviews vs. AI Surveys
In an Age of AI and Automated Surveys, Real Insight Comes from Talking to Physicians

AI-generated summaries, automated survey platforms, and quantitative panels have made it easier than ever to collect physician data at scale. A screener can be built in minutes. A survey can go out to thousands of physicians overnight. An AI tool can synthesize the responses before anyone on the research team has finished their coffee. Speed and scale have never been more available.

But speed and scale were never the hard part. The hard part, now more than ever, is capturing something real: physician insight.

As quantitative instruments and AI-assisted research become the default, physicians are on the receiving end of more automated, templated, multiple-choice outreach than at any point before. And predictably, that volume is producing diminishing returns. Physicians are not short on opportunities to engage. They’re short on reasons to believe any single interaction will surface something meaningful. The organizations that recognize this, and that make room for real human interaction alongside their automated tools, have a genuine opportunity to differentiate.

Volume Doesn’t Equal Value

Human Interviews vs. AI Surveys

Physicians are surrounded by touchpoints: rep visits, digital content, webinars, research portals, and a growing wave of AI-optimized survey outreach. The issue was never access. The issue is whether any of it earns attention, and a checkbox instrument, however efficiently distributed, rarely does.

Every interaction now competes for an increasingly limited amount of clinical bandwidth, and the variable that determines whether a physician engages isn’t how efficiently the outreach was built. It’s trust. The question isn’t how often physicians are reached. It’s whether the moments created for them deliver something worth their time, and that’s precisely where quantitative, automated approaches tend to fall short. A five-point Likert scale can tell you what a physician selected. It can’t tell you why, what nuance they were weighing, or what they’d have said if someone had simply asked a good follow-up question.

Respect for Time Is the New Price of Entry

Physician burnout and shrinking bandwidth are the operating reality the research and advisory industry have to design around. Practicing medicine has gotten harder, workloads have intensified, and physicians are noticeably more selective about where they spend time. Generic outreach, especially the kind that’s obviously automated or templated, reads as exactly that: a failure to respect their expertise and their time.

None of this means physicians are checking out. It means they’re filtering harder than ever, and attention has to be earned. An AI-drafted survey that could have been sent to anyone is easy to filter out. A genuine, well-scoped conversation is much harder to ignore.

The Case for Human Interaction

Human Interviews vs. AI Surveys

Here’s the opportunity hiding in plain sight: physicians largely still want to participate in research and advisory work. Many enjoy contributing to it, believe it genuinely helps organizations understand physician insights and needs, and want their perspective to inform real decisions. What they’re rejecting isn’t engagement, its extraction disguised as efficiency.

This is exactly where qualitative, human-led formats (one-on-one interviews, small advisory panels, in-person conversations) outperform automated quantitative tools, especially now. When a physician is reasoning through a nuanced clinical question in their own words, with someone who can ask a real follow-up, they’re not just generating a data point. They’re contributing judgment that took decades to build. That distinction is invisible to a multiple-choice form and is exactly what AI-generated synthesis struggles to reconstruct after the fact. You cannot automate your way to the kind of insight that comes from a physician thinking out loud in real time.

This isn’t an argument against quantitative research or AI tools altogether, they have real value for scale, benchmarking, and pattern detection across large populations. But as those tools become ubiquitous and physicians become more attuned to being “processed” by them, the relative value of genuine human interaction goes up, not down. The scarcer real conversation becomes, the more it stands out, and the more physicians notice and appreciate it.

Length Isn’t the Real Barrier. Value Is.

One assumption worth challenging is the belief that shorter, faster, and more automated is better. In practice, many physicians are comfortable with longer, more substantive engagements (a 45-60-minute conversation, even) as long as the topic is relevant, the format respects their expertise, and the compensation reflects what’s being asked of them.

Brevity and automation have become a stand-in for respect. But that’s the wrong proxy. If the topic matters and the exchange feel fair, physicians will give more of their time and more of themselves to a real conversation than to a quick automated form. The better principle: design for value and let value – not the pressure to scale – determine the format.

Five Practical Shifts for the Industry

If the goal is to capture real insight rather than just more data, a few principles stand out:

  1. Treat physician time as a scarce clinical resource. Every minute of engagement carries an opportunity cost, whether it’s spent on a survey or a conversation. Design accordingly.
  2. Reserve human interaction for the questions that need it. Use quantitative and AI tools for what they’re genuinely good at (e.g. scale and pattern detection) and reserve interviews and live conversation for the nuanced, judgment-driven questions that automation can’t reach.
  3. Replace vague engagement with a clear value exchange. Physicians should know exactly what they’re giving and exactly what they’re getting in return.
  4. Make content practical, balanced, and workflow-aware. Clinical utility beats polished, automated messaging every time.
  5. Close the loop. Show physicians that their participation, especially a real conversation, led to something real. That’s what earns the next engagement.
Why This Matters

Human Interviews vs. AI Surveys

As AI and automated quantitative tools become the default way the industry reaches physicians, the organizations that stand out will be the ones still willing to have an actual conversation. Every touch point is a chance to either build trust with a physician or spend it down. In a landscape increasingly filled with automated outreach, real human interaction isn’t just a nicer experience for physicians. It’s becoming the only reliable way to capture insight that’s actually true.

Built for This Moment 

This is the exact problem a vetted expert network is designed to solve. Rather than relying on broad panels and automated instruments to approximate what physicians think, a well-curated expert network connects you directly with the right specialist for a real conversation: a live interview, an advisory session, a genuine exchange of judgment rather than checkboxes.

Looking for qualified experts, matched thoughtfully? Hoping to engage through real human interaction designed to respect your time and expertise? 

Reach out to us, we’d love to support you.

The post Physician Insight: Human Interviews vs. AI Surveys appeared first on Maven Research.

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