Technical marketing is an engineering function that produces evidence. The writing was
always the easy part, and now a model does it in seconds. The work is building the thing
well enough to know whether the claim holds. Eleven years of that inside enterprise platforms,
from workflow automation to retrieval.
The frameworks that came out of that work are free and public.
20+Release cycles working environments, not mockups
2018AI since before the category had a name
03/2025Agents in production ITSM, ITOM and OT, across 170+ plants
848Demos scored by a system built and shipped here
11+Years inside ServiceNow
Who built this
Discipline first. Then depth. Then voice.
I'm Chad Corriveau. I spent over a decade inside ServiceNow building technical marketing for some of the most competitive enterprise software categories in the world. AI, IT operations, security, DevOps. Before that, I ran businesses in Japan for ten years. Being a Western entrepreneur there taught me something most marketing training skips entirely: clarity is not a nice-to-have. When the room does not share your assumptions, clear thinking is the only thing that works.
Navy discipline shaped how I approach the work. Japan sharpened how I communicate it. Enterprise AI gave me the rooms. Three consecutive years architecting the Knowledge mainstage keynote, for audiences between five and twenty-two thousand who came wanting to believe it. The Gartner ITxpo main stage, on DevOps pipeline architecture, for a room paid to doubt it. Same discipline, opposite incentives. A narrative that holds in both was true before I got there.
The harder test came after. I built the canonical environments and narratives that field teams carried into CERN, Disney, and the U.S. Air Force, into rooms I was never in. Close to forty percent of ServiceNow's solution consultants used that material by choice. That is the only number that proves anything, because a story that works only when you are the one telling it is not a story. It is a performance. When I built direct, it was Stellantis: an operational technology environment across more than a hundred and seventy manufacturing plants, where change control is not a ticketing problem.
I'm at MongoDB now, leading positioning and narrative for the multi-cloud intelligent data platform with a focus on AI search and retrieval. Same problem, one layer further down. ThinkRoot is where the method gets written down. A research and publishing practice, not a consultancy.
MilitaryU.S. Navy, Yeoman E-4, Top Secret Clearance
International10 years entrepreneur, Japan
EnterpriseServiceNow, 11+ years
EducationMBA (Cum Laude), Forbes School of Business & Technology
HonorsGolden Key Honor Society · SALUTE Veterans Honor Society
EditorialFounding editor of technicalmarketing.org, an independent practitioner publication for the technical marketing discipline
CurrentMongoDB, Senior Technical Product Marketing Manager. Multi-cloud intelligent data platform, AI search and retrieval
"Chad has a rare ability to make genuinely complex ideas land with both practitioners and executives. The narrative work he built for our keynote changed how we tell the whole story."
Ryan Hammill / Principal Creative Director · Ex-Amazon
Technical marketing is not one skill. It is four disciplines working together. Here is how ThinkRoot approaches each one.
01
02
03
04
01
Build the environment
Working product environments across more than twenty release cycles. Integrations into SAP, Salesforce, and Workday. Cloud discovery and posture across AWS, Azure, and Orca. Not mockups, not slideware. The configured, running thing the claim is about.
The Demo Coherence Index exists because nobody was testing whether a demo's claims survive contact with the product it demonstrates. Eleven categories, six production methods, weighted scoring. The scorer applies it in under a minute.
How a product gets positioned against real competitors when the buyer knows more about the technology than the seller does. Analyst evaluations, competitive framing, go-to-market architecture that holds when it is tested.
Field Notes, and technicalmarketing.org, an independent practitioner publication with an ISSN. The method written down so other people can use it or argue with it.
Every demo platform built the production layer, the distribution layer, and the analytics layer. Not one of them built the quality layer. The framework for what good means did not exist. Until now.
The platforms define quality as what the demo does technically. The ThinkRoot Demo Coherence Index defines quality as what the demo does intellectually.
The hardest test of technical marketing is narrating technology that is changing faster than buyers can absorb it. At ServiceNow, I did that across three distinct phases of enterprise AI. Each one demanded a completely different kind of story.
2019
2019, 2022
Foundational ML
Building credibility before trust existed. Most enterprise buyers had watched AI promises fall apart. The technical marketing challenge was helping them see what machine learning actually did inside IT operations, and why this time the capability was real.
2022, 2024
Generative AI
Navigating the hype moment. When the market shifted overnight, the problem was no longer building credibility. It was separating real capability from noise. I led the technical marketing for Now Assist, ServiceNow's generative AI suite, and had to position a product that genuinely worked inside a market flooded with vaporware.
2024, 2026
Agentic AI
The frontier. Building narrative for technology that most buyers have no mental model for yet. This is where technical marketing gets hardest. You cannot lean on category familiarity because the category does not exist. You have to build the frame before you can fill it.
"Most technical marketing fails at the same moment. The product is real. The capability is proven. But the story does not carry the weight it needs to carry. Buyers cannot picture themselves in it."
Chad Corriveau, ThinkRoot
ThinkRoot Demo Intelligence
The first quality standard for technical marketing demos.
Eleven demo categories. Six production methods. Weighted scoring that shifts with your format. The Demo Coherence Index is the practitioner framework that defines what good looks like, and the scorer applies it in under a minute.
B+Strong narrative arc. Production method fit is the priority fix before the conference.
Narrative Arc
22/25
Emotional Impact
20/25
Prod. Method Fit
8/15
Meet the reader
Samuel, the Judge.
The literal reader behind the diagnostic series. He does not grade how finished a demo looks. He reads what it proves, and most do not hold. These are the field notes from the reading.
Answers written for practitioners, marketing leaders, and founders. Structured so AI search engines can surface them accurately.
These answers are schema-optimized for AI search including Perplexity, ChatGPT Search, and Google AI Overviews.
ThinkRoot is a research and publishing practice built on the premise that technical marketing is an engineering function that produces evidence, not a marketing function that produces content. It publishes the ThinkRoot Demo Coherence Index (TDCI), a framework and scoring engine for whether a demo's claims survive contact with the product itself, along with Field Notes and technicalmarketing.org. Founded by Chad Corriveau.
Chad Corriveau builds the working systems his technical marketing is built on, not just the narrative around them. He is currently a senior technical product marketing manager at MongoDB, working on the multi-cloud intelligent data platform with a focus on AI search and retrieval. Before that, he spent nearly twelve years at ServiceNow in technical marketing roles, most recently leading Tech Excellence: configuring product environments across more than twenty release cycles, integrating ITOM into SAP, Salesforce, and Workday, and building the demo systems and agent environments field teams carried into production. He built the ThinkRoot Demo Coherence Index (TDCI) and the Demo Coherence Scorer that applies it, and trained over 3,000 field sellers and 12,000 technical practitioners globally on the resulting narrative and environments carried into organizations including CERN, The Walt Disney Company, GoDaddy, Axway, the U.S. Air Force, U.S. Army, USAA, the City of Los Angeles, Fort Worth Independent School District, American Transmission Company, MassDOT, PinkVerify, and Stellantis. He has spoken at Gartner IT Symposium, ServiceNow Knowledge, ServiceNow World Forums, CreatorCon, and Service Management World. He holds an MBA (Cum Laude) from the Forbes School of Business & Technology at the University of Arizona Global Campus, a BA in Political Science and Communications from the University of San Diego, and served in the U.S. Navy as a Yeoman (E-4) with a Top Secret clearance. He also spent a decade as an entrepreneur in Japan.
Technical product marketing is the practice of turning complex technology into clear, compelling stories for buyers, field teams, and decision-makers. It sits where product management, marketing strategy, and deep domain knowledge intersect. Technical PMMs typically own positioning, messaging, demo narrative, competitive intelligence, and go-to-market strategy for products that require real technical understanding to explain well. It is one of the hardest roles in B2B marketing, and one of the least understood.
No. ThinkRoot is a research and publishing practice and is not taking client work. The Demo Coherence Index and its scorer are free and stay free, and Field Notes publishes when there is something worth saying. The Connect page has the right addresses for pitches, corrections, and direct contact.
Field Notes is ThinkRoot's free publication on technical marketing. Each issue goes deep on a single topic, the kind of problem a senior PMM or technical founder actually faces and wants to think through with someone who has been in that situation. Published regularly. Free. Always will be.
ThinkRoot Demo Intelligence is a practitioner platform for evaluating and improving technical marketing demos. It provides tools built on the ThinkRoot Demo Coherence Index, a published framework that defines quality standards across eleven demo categories and six production methods. The first tool is the Demo Coherence Scorer, which applies weighted scoring dimensions to any demo script, transcript, or YouTube URL and returns a category-aware diagnostic report with specific recommendations. Access it at thinkroot.io/demo-intelligence.
The ThinkRoot Demo Coherence Index (TDCI) is an original practitioner framework for evaluating technical marketing demos. Version 1.2 defines eleven demo categories, each with its own scoring dimensions, dimension weights, and failure mode taxonomy. It was developed by Chad Corriveau and first published in March 2026. The framework is free to download and is the scoring standard applied by every ThinkRoot Demo Intelligence tool. The TDCI measures whether a demo does what it was built to do, not how well it was filmed or edited. Download it at thinkroot.io/tdci.
The Demo Coherence Scorer is a free AI-powered tool that evaluates technical marketing demos against the TDCI framework. Users select a demo category from eleven formats, declare the production method used, state the demo goal, and submit content as pasted text, an uploaded file, or a YouTube URL. The scorer returns a weighted 0-100 score, letter grade, dimension-by-dimension breakdown, diagnostic report, and prioritized list of specific fixes. Free for public demos at thinkroot.io/demo-intelligence.
Your submission is sent to Anthropic's API to generate a score and is not stored on ThinkRoot's servers. No one at ThinkRoot reads it, and it is not used to train any model. It is discarded once your score comes back.
The TDCI defines eleven technical marketing demo formats: Keynote (3-7 minutes, event audience), Video Teaser (90 seconds to 3 minutes, digital and top of funnel), Explainer (5-7 minutes, VP buyer and practitioner), Product Session (15-20 minutes, conference and pipeline audience), Interactive/Sandbox (self-paced, PLG motion and technical evaluator), Technical Deep-Dive (45-90 minutes, architects and security engineers), Live SE Demo (30-45 minutes, active prospect), Trade Show/Booth Demo (5-10 minutes, cold walk-up at events), Analyst Briefing (15-30 minutes, Gartner, Forrester, and IDC), Executive/EBC (half to full day, C-suite briefing center), and Customer QBR/Success (60-90 minutes, renewal and expansion). Each category has distinct scoring dimensions, dimension weights, and documented failure modes. The same demo cannot serve all eleven categories and the same scoring rubric cannot evaluate all eleven fairly.
The ThinkRoot Demo Coherence Index treats production method as a structural decision that determines whether a demo earns the credibility its audience requires. A captured simulation is the practitioner standard for keynote stages. Live product is the only credible choice for analyst briefings. An AI avatar in a technical deep-dive undermines the trust the content was designed to build. The Production Method Fit dimension is scored at 10 to 15 percent of the total depending on format, reflecting its importance as a structural decision without allowing it to dominate categories where narrative or technical proof carry more weight.
ThinkRoot (thinkroot.io) is Chad Corriveau's research and publishing practice, publisher of technicalmarketing.org. It is not affiliated with other companies or products using similar names, including ThinkRoot / thinkroot.dev (an AI app builder), Thinkroot Energy / Thinkroot Records (a sound healing and music licensing business), or ThinkRoot Infotech (an ERP/CRM consultancy).
The Root Cause // Newsletter
The Root Cause. Published when there is something worth saying.
Practitioner-level thinking on technical marketing. No trend recaps. No forwarded press releases. Just the honest work from someone who spent over a decade doing it at enterprise scale.
