4 min read
How GenAI Is Changing the Economics of Bespoke Service in Private Markets
GenAI does not just make investment teams faster. It changes the economics of bespoke service, allowing firms to extend...
GAI Insights trains PE firms, their portfolio companies and other AI forward companies to turn AI into higher revenue per employee. Our trainers delivered 130 hands-on workshops on Claude and ChatGPT in the first nine months of 2026 for Wall Street firms.
The firms that lead in 2027 will be the ones that build continuous AI learning programs this year. The gap is widening. We help you close it.
Book a strategy call.
Forbes: Can Cognitive Capital Close Private Equity’s Growth Gap?

Cut through the noise and stay ahead with actionable insights for your portfolio companies and your operations.
Daily AI News & Custom Research - Stay current without information overload.
Applied training with Claude or ChatGPT with company-specific configurations and connectors
Drive individual and department improvements in existing output metrics (RFPs/rep, deals evaluated per month, customers per CSM, etc.).
Equip every level of your organization - from the C-suite to the frontline with the skills and confidence to work effectively in human + agent teams.
Role-Based 201 and 301 Training - Structured programs that start fast and scale sustainably across functions.
Featured Articles, Expert Guides, and Game-Changing Insights from GAI.
Aug 14, 2026 by GAI Insights Team
GenAI does not just make investment teams faster. It changes the economics of bespoke service, allowing firms to extend...
Jul 17, 2026 by GAI Insights Team
GenAI is not replacing investment judgment. It is increasing the output of the expensive people who produce it.
At...
Jul 2, 2026 by GAI Insights Team
Two decisions now define enterprise AI: the model you run, and the architecture that decides what it costs and what...
GAI Insights offers Daily AI News online show and email that curates and ranks key pieces of Generative AI news, focusing on Enterprise GenAI and supporting AI Strategy and business transformation. This service provides valuable insights into the Generative AI ROI, and various GenAI Solutions, helping corporate leaders navigate AI Implementation and improve their adoption strategies.

How vulnerable are you to AI disruption? Our WINS framework can guide you.
by Paul Baier, Jimmy Hexter and John J. Sviokla


What new capabilities do you need to build to use AI productively? This article tells you what's needed.
by Paul Baier, David DeLallo and John J. Sviokla


A $35Billion highly regulated healthcare insurance firm transformed itself with AI. If they can do it, any firm can.
by Paul Baier, David DeLallo and John J. Sviokla

You have Questions. We have Answers.
GAI Insights is an analyst and advisory firm focused exclusively on enterprise Generative AI (GenAI). We deliver practical, actionable insights, frameworks, training, benchmarking, and advisory services to help companies deploy GenAI effectively and drive measurable ROI.
Our tech-enabled services are designed for enterprise AI leaders, technology vendors, and C-suite executives seeking help to navigate the GenAI landscape. Whether you are evaluating tools, scaling pilot projects, or building long‑term AI strategy, we support your journey.
We offer customized workshops, executive briefings, corporate GenAI training (e.g. for ChatGPT and Copilot), benchmarking, best practices development, ongoing advisory guidance, and specialized reports like buyer’s guides and comparative analyses.
GAI Insights offers training for enterprise employees on using ChatGPT, Copilot and other tools, executive briefings, workshops, peer networking, and learning labs. We also publish buyer’s guides, comparisons, research reports, blogs, and daily briefings.
Clients can expect clearer strategic roadmaps, faster identification of high‑impact use cases, improved adoption velocity, better decision‑making on vendors/tools, alignment across stakeholders, and ultimately measurable business gains such as productivity, customer engagement, cost savings, or revenue growth.
We help through market monitoring, competitive benchmarking, vendor‑comparisons, and frameworks that align with your business goals. Our advisory process includes evaluating vendor capabilities, security, scalability, ethics/compliance, and cost to ensure you choose fit‑for‑purpose solutions.
GAI Insights offers training for enterprise employees on using ChatGPT, Copilot and other tools, executive briefings, workshops, peer networking, and learning labs. We also publish buyer’s guides, comparisons, research reports, blogs, and daily briefings.
Yes. We assist clients with up‑skilling employees, establishing governance, setting roadmaps, defining roles & processes, managing stakeholder expectations, and building a culture of responsible AI innovation.
Key differentiators include our exclusive focus on enterprise GenAI, strong customer references, practical & actionable guidance (not only theoretical), benchmarking + vendor comparisons, community/peer engagements, and our ability to connect you with market intelligence and networks of AI leaders.
Clients can engage via workshops, training programs, advisory services, subscribing to newsletters and briefings, accessing buyer’s guides, or by contacting us via our website to discuss customized solutions.
Pricing depends on scope, level of customization, scale of deployment, and service type (e.g., a workshop or ongoing advisory). We typically discuss pricing during initial consultation to ensure alignment with your needs and budget. (Note: specific pricing details are provided upon request.)
We work broadly across sectors that are deploying enterprise GenAI—this includes technology vendors, corporations in finance, healthcare, manufacturing, etc.—especially those needing secure employee chat, business process automation, knowledge work transformation, and digital service augmentation. We have a particular focus on investment management firms.
Trusted by AI leaders and vendors around the globe - we help you cut through the noise and stay informed so you can unlock the transformative power of AI .
Trusted by companies and vendors around the globe - we help you cut through the noise and stay informed so you can unlock the transformative power of GenAI .
Join us at GAI World 2026! Hear from enterprise AI leaders who are achieving meaningful ROI with their GenAI initiatives and connect in-person with the GAI Insights members community including C-suite executives, enterprise AI leaders, investors, and startup founders around the world