$1.51M confirmed incremental revenue36.8% lift against a four year baseline600+ assets under editorial governanceBook a conversation
AI Implementation · Governance · Adoption
By Vince Ricco, Founder
Your solution is already half done.
We set up AI solutions that save you time and money, and actually get used. Whatever you’re trying to solve, we start from what already works, so you’re not paying to build it from scratch.
Founder crafted systems used by 97+ businesses worldwide
We find the overlap between what you need and what already exists. If most of your problem is already solved somewhere, you should not pay to solve it from scratch.
Scroll
THE METHOD, DRAWN
One circle is your problem, the thing in front of you that AI might help with.
The other is proven work: the tools and approaches that already do the job somewhere.
The overlap is where it works.
Build
Source
Compose
The diagnostic tells us which move fits your problem.
Diagnose before we build.
HOW WE WORK
SCOPE
We diagnose before we build. You don't need to know what you need. That's what the first call is for.
STAGE 01
Diagnose
Three weeks · fixed scope
We look at how your team actually works, write down the two or three numbers that matter, map your risks and rules, and hand you a step by step plan with costs. Not a deck.
STAGE 02
Build, source, or compose
Scoped from your diagnostic
Sometimes we build a system for you. Sometimes we source one that already exists and fit it to your setup. Sometimes we compose a few proven pieces into one. The diagnostic decides which. Documented as we go, trained before we leave.
STAGE 03
Steward
Monthly · after a build, never before
For clients we've built with: two strategy calls a month, governance monitoring, a quarterly roadmap. Bounded and written down.
Scope and investment are set in the first conversation.
Measured before, during, and after.
MEASURED
THE RULE
Before work starts, we capture a baseline of the two or three numbers the engagement exists to move. During the work, you get an implementation log you can actually read. After handoff, we report against the baseline at 30, 60, and 90 days, in one page, in plain numbers. If a number didn't move, the report says so and says why.
And the systems themselves are built to be honest: every system we build checks its outputs against a source of truth you approve. When it can't confirm an answer, it says so, and it sends that answer to a person instead of sending it out. At day 90 you decide: scale it, keep it steady, or stop. That exit is in the plan on purpose.
Wrong once, confidently, in front of someone who mattered. That is the failure we design out.
The revenue was produced by a governed system, with every claim checked before it reached a person. That is the same architecture we would build for you.
NOTE 2
The lift was measured against a baseline set before the work began. We set your baseline the same way, so you never have to take our word for it.
NOTE 3
The 600 assets ran under editorial governance where one wrong sentence in front of the wrong reader has a real cost. If that sounds like your world, we should talk.
Results across settings.
MORE PROOF
+204%
Event attendance from a single campaign
A large New York university
+7%
Enrollment growth through COVID, while comparable schools fell
VennFrame is the AI implementation practice founded by Vince Ricco, built with a small bench of specialists we've vetted and worked with before, based in Silicon Valley, Berlin, and Singapore. The method stays the same each time. The constraints are what change.
Most AI fails at adoption, not the technology. A tool gets bought, the demo goes well, and six months later nobody opens it. We run the rollout and stay until your team uses it and a number moves.
The method is the name: every engagement starts with two circles, the problem in front of us and the work we have already done, and the overlap is where the solution lives.
Finding the overlap tells us which of three moves to make. When proven work fits your problem closely, we build it for you. When most of it exists already, we source it and fit it to how you run. When the answer is a few proven pieces working together, we compose them. Build, source, or compose. Your problem decides, not us.
If your team doesn't use it, it didn't work. We stay until they do.
Systems we've built.
ACROSS SECTORS AND COUNTRIES
A sample of what we've built, across sectors and countries.
Health intelligence
Fortress
Synthesizes nutrition, movement, sleep, and behavioral data from wearables into clinician reviewable summaries; co designed with mental health and nutrition professionals.
Standardizes voice across distributed teams and high volume communications; every asset checked against a defined voice before it ships.
600+ annual communications assets governed · part of an engagement that produced $1.51M in confirmed incremental revenueMultilingual adaptation
POP Voice
Helps marketers speak naturally across cultures, adapting message meaning and tone for each market instead of translating word for word.
Cut manual translation work by 60%Agentic finance
Ledgerline
An agentic finance system, built end to end, that acts across a workflow rather than answering questions about one.
A line that only moves when the numbers verifyAgentic strategy
Maroon Playbook
Agentic strategy system: multi step reasoning across a full communications operation.
Deployed inside a high consequence institutional environmentBehavioral outreach
Torchlight
Behavioral research and engagement data guiding outreach timing, channel selection, and message focus.
Powered a behaviorally informed conversion model with a 36.8% lift against a four year baselineEvaluation and feedback
Continuum
Structured evaluation aligning qualitative feedback to a formal rubric while preserving the reviewer's voice.
In use by NYC school leadersCareer decision support
Scaffold
Career decision support with accuracy guardrails.
Presented at a national conference
The founder.
ABOUT VINCE RICCO
ABOUT
Vince builds AI systems at the intersection of communications, governance, and institutional trust. He has run organizations through crises, built communications infrastructure inside major institutions, and designed AI systems for settings where a failed rollout is not a learning opportunity. The AI products he has designed have served more than 97 businesses worldwide. A 2025 AI implementation he architected produced $1.51M in confirmed incremental revenue and a 36.8% lift against a four year baseline.
He ran Challenger School, a Silicon Valley PreK to 8 serving tech families, through COVID. He launched digital learning during the shutdown and grew enrollment 7% while comparable schools declined. Before any of that, he spent years as a cruise director on Holland America, responsible for the full guest experience across dozens of countries and thousands of people, with ports that changed every 48 hours, earning the highest guest satisfaction scores in the fleet. That is where he learned the rule he still builds by: if the system doesn't serve the people using it, it doesn't work.
He's direct. He gets in the room. He teaches your team before he leaves, and he stays long enough to know it worked. He's not catching up to this field; he learned its hard lessons early.
On the record.
IN THEIR OWN WORDS
01 / 06
"During an anxiety-driven transition, Vince was able to lead through adversity and be the voice of reason and calm for those around him. He has a passion for learning that resonates and a natural ability to connect and communicate."
02 / 06
"Vince is one of the most impressive people I have encountered in a very long time. Driven and curious, goal-oriented, seeks advice and listens — really listens. Anyone would be lucky to work with him."
03 / 06
"Vince consistently understands the broader institutional goals and steps up to launch initiatives that move us forward. His strategic use of emerging technologies and marketing systems has positioned our school at the forefront of change."
04 / 06
"Vince is an extremely talented communicator — he touches and inspires audiences in a captivating but genuine manner. He adapts seamlessly to evolving situations and handles all public relations with class and diplomacy."
05 / 06
"Vince is a key player in whatever he does. A born leader, his strategies are among the finest I've seen in business. A highly skilled people person who leads a team with just the right amount of balance and finesse."
06 / 06
"Vince is a pioneer in making AI practical and informative. He's resourceful, expansive in his thinking, and genuinely makes the people around him better. An admirable ally."
01 / 06
Plain answers.
NOTHING GATED, NO EMAIL REQUIRED
Q·01
We implement AI for organizations where a wrong answer is expensive. We find where your problem overlaps proven work, then build, source, or compose the fix, and we stay through adoption. We diagnose first, implement second, and measure everything.
Q·02
When the system can't verify an answer, it escalates to a person instead of deploying automatically. Uncertainty routes up, never out.
Q·03
Anyone serious about putting AI to work, from a household to an enterprise. Most engagements are with teams in trust heavy settings: clinics and healthcare adjacent practices, nonprofits, professional services firms, and careful modernizers. VennFrame doesn't serve colleges or universities.
Q·04
With a thirty minute conversation, then a fixed scope diagnostic: three weeks, a metric baseline captured before anything is built, a governance and risk map, and a costed written plan.
Q·05
A baseline is captured from your own records before work begins. After handoff you get a one page report at 30, 60, and 90 days. If a number didn't move, the report says so and says why.
Q·06
A general chatbot answers whatever you ask, even when it's wrong. What we build checks its answers against a source you approve, and hands off to a person when it can't be sure. The value is in the answer it refuses to guess.
Q·07
No. We build tools that take the tedious work off your team and make the rest faster. A person stays in control of every decision that matters, by design.
Q·08
The diagnostic is a fixed scope for a fixed fee, which we give you on the first call along with exactly what it covers. Before we build anything, you'll know your numbers, your risks, and what each step costs and should return. We don't publish prices because the right number depends on your situation.
Q·09
The founder has designed AI products used by more than 97 businesses worldwide, and one recent engagement produced $1.51M in confirmed incremental revenue. Everything is measured against a baseline from your own records, so the proof ends up in your numbers, not our word.
Q·10
We work from New York, and with clients anywhere. Most of the work happens remotely, with time in the room when it helps.
Q·11
Yes, and we disclose it. Every engagement documents which tools did what, and every strategic decision stays human. We practice the governance we build.
If you’re serious about implementation, we should talk.
The button books thirty minutes. It’s a real conversation about your situation and your constraints, not a pitch. You’ll leave with at least one thing you can do this month, whether or not we ever work together.
