🗣 SHARED LANGUAGE
Demystifies resistance.
Objections, stalls, and confusion become clear language anyone on the team can use — not jargon, not scripts.
Company · About
Katalyst AI · Memphis, Tennessee
It started as one operator's brain. Now it's infrastructure.
Katalyst AI is building Katacylizm — the layer that turns validated expert judgment into reusable, governable, attributable enterprise intelligence. Its first application, Resistance Intelligence, reads what people are protecting and returns the language that respects it.
Founder-market fit
Jazz Jones spent 26 years reading the structure underneath human resistance.
Twenty-six years of asking the same question ten thousand times — what is this person actually protecting? — across consumer finance, payments, staffing, telecom, SaaS, and founder-led go-to-market. Objections, stalls, confusion, hostility. Rooms where a misread costs someone their credibility, their quarter, or their home.
Over 26 years, Jazz Jones built the GTM systems, sales organizations, enterprise deal strategies, and operating frameworks responsible for more than $14B in reported commercial impact. Her work includes architecting the sales engine that scaled DataOwl from $10K to $60M in ARR, building the commercial motion behind FictoTV’s path to a $20M Series A, generating $11.2M in incremental channel revenue at Randstad, and designing the sales system that enrolled $1.04B in consumer debt in 13 months. Katacylizm is the systemization of the reasoning behind those outcomes.
The pattern held everywhere. Turning it into a teachable system came next; turning that system into governed infrastructure is what Katacylizm is. The product begins where the pain is immediate — objections, founder friction, adoption stalls, renewal risk. The architecture expands wherever expert judgment has to persist after the expert leaves the room.
$14B+ reported commercial impact
$1.04B debt enrolled in 13 months
3→145 rep scale
MIT Solve semifinalist
Mensa member since age 12
The bigger picture
Eventually this lives inside every customer-facing system in the world.
Objections, stalls, confusion, hostility — translated into clear language anyone can use, with boundaries built into the engine. That layer does not stop at sales. It belongs everywhere two parties have to understand each other.
🛡 BOUNDARIES BUILT IN
Knows where to stop.
Detects pressure, hostility, and unsafe persuasion. Safety is not a setting — it is structural.
✓ CERTIFIES THE AGENTS
Catches the wrong action.
Being built to certify the agentic systems that speak on a company's behalf — before a customer ever sees the mistake.
“Ownership and human dignity are treated as a trade-off. They don't have to be.”The premise behind the Expert Value Framework · read it →
Company facts
Small, deliberate, patent-pending.
Entity
Katalyst AI LLC
Doing business as Katalyst and Katalyst Consulting. Headquartered in Memphis, Tennessee, United States.
IP
Katacylizm™ · patent pending
U.S. Provisional Application No. 64/099,949. The architecture, the Quality Gate standard, and the resistance corpus are proprietary.
Stage
Seed round open
Raising $5M to convert founder-carried intelligence into owned enterprise infrastructure. Investor summary →
People
Expert Council forming
Operators whose judgment becomes governed, attributed reasoning assets inside the corpus. Join the council →
Next step
Talk to Jazz directly.
Every inquiry to this site is read by the founder. No SDR queue, no routing form, no drip sequence.
[email protected] · Memphis, Tennessee