01 / MEMORY
It forgets how the win happened.
Companies keep the artifact — the deck, the recording, the dashboard. The reasoning that produced the outcome walks out the door.
Patent-pending enterprise intelligence infrastructure
Enterprise AI keeps forgetting the genius it hires.
Katacylizm turns validated expert judgment into reusable, governable, and attributable intelligence. Katalyst is the first operating system proving the architecture through Resistance Intelligence.
No account required to try · Katalyst AI LLC · Memphis, Tennessee · U.S. Provisional Application No. 64/099,949
KATALYST RESISTANCE READ
SALES
“We're happy with our current vendor.”
Resistance read
Incumbent loyalty used as a conversation-ender — “happy” is often “not in enough pain to switch yet.”
What they protect
They're protecting themselves from the cost and risk of change, not defending the competitor.
Impact statement — say this
“You're not telling me they're perfect — you're telling me switching isn't worth the hassle yet. Fair. Let's only keep talking if the gap is worth it.”
Next best move
Don't attack the incumbent. Ask what “happy” is quietly missing, and size that gap before you ever mention switching.
Run your own read →
Every read ends in an Impact Statement
175+canonical resistance patterns owned
1,300+curated reasoning seeds
14canonical operating environments
$48Kbusiness revenue to date
The category thesis
AI has a memory problem, an attribution problem, and an economics problem.
Companies keep the artifact, lose the method, and continue collecting value after the human source disappears. Katacylizm is the infrastructure designed to close all three gaps.
02 / ATTRIBUTION
It can't trace who created value.
The contribution keeps producing revenue and risk reduction long after the human source of the judgment has disappeared from it.
03 / ECONOMICS
It erases to capture upside.
Owning the output has come to mean pretending it authored itself. Ownership and human dignity are treated as a trade-off. They don't have to be.
Katacylizm is the missing intelligence infrastructure that solves all three — and Katalyst is the first application proving the architecture.
The missing intelligence infrastructure
The industry stops at agents. Katacylizm continues into memory, governance, and provenance.
FoundationCompute and data
ModelsRaw machine intelligence
TokensRuntime unit economics
LoopsOrchestration and iteration
AgentsWhere the industry stops
KatacylizmReusable reasoning infrastructure
KatalystResistance Intelligence operating system
Expert ValueProvenance, attribution, participation
PLANE 01
Reasoning Asset Plane
Validated, versioned decision assets with context, boundaries, evidence, and provenance.
PLANE 02
Runtime Decision Plane
Resolve the live situation, retrieve the minimum sufficient intelligence, adapt, act, or escalate.
PLANE 03
Trust + Governance Plane
Authorization, tenant isolation, Quality Gate, stop logic, audit, rollback, and human oversight.
PLANE 04
Learning + Provenance Plane
Turn outcomes into governed candidates while preserving contributor, evidence, and version lineage.
Every durable insight travels a governed lifecycle.
Memory is not automatic. It is earned, reviewed, versioned, and tied to the human and evidence that produced it.
1
Capture2
Validate3
Attribute4
Deploy5
Measure6
Improve7
Reward↻ Reward feeds back into capture — each validated use strengthens the corpus and the proof loop.
First proof
Resistance Intelligence is the beachhead.
Resistance is frequent enough to generate learning, expensive enough to create budget, and consequential enough to prove that context, boundaries, and governance matter.
🎯Before the close
Sales / Objection Intelligence
Pricing, timing, trust, competition, compliance, ghosting, pipeline friction, and weak follow-up.
🚀Before the market trusts it
Founder / Operator
Offer confusion, positioning gaps, category resistance, launch friction, and buyer belief gaps.
📈After the sale
Customer Success / Account Growth
Adoption stalls, renewal hesitation, sponsor drift, support trust, expansion blockers, and churn risk.
The revenue stack captures resistance. It doesn't understand it.
CRM records motion. Call intelligence captures words. Enablement stores content. CS platforms track health. Katalyst is the interpretation layer between signal and action — one signal, a different decision per path, because relationship, risk, and proof requirement differ.
✓Resistance Read
✓Impact Statement
✓Next Best Question
✓Follow-Up Move
✓Coaching Note
✓CRM-Ready Intelligence
The Expert Value Framework
From invisible expertise to measurable value.
A contribution can keep its lineage from the human mind to the enterprise outcome, without forcing the company to surrender lawfully commissioned IP.
1
Expertcontributes reasoning2
Assetstructured and scoped3
Quality Gatevalidated and bounded4
Deploymenthumans and agents5
Outcomeuse and evidence6
Valuerecognition and participationCompany keeps
the commissioned IP
the commissioned IP
Expert keeps
authenticated lineage
authenticated lineage
Contract defines
the participation
the participation
Katalyst enables contribution measurement and contract-defined participation. It does not prescribe one universal compensation model.
Founder-market fit
The architecture came from outcomes, not theory.
Jazz Jones spent 26 years seeing the invisible structure beneath resistance, growth, risk, and human behavior — then turning that judgment into a teachable system.
The product begins where the pain is immediate: objections, founder friction, adoption stalls, renewal risk, and account-growth resistance. The architecture expands wherever expert judgment must persist.
$14B+ reported sales impact
$1.04B debt enrolled in 13 months
MIT Solve semifinalist
Mensa member since age 12
Seed round
Turn founder-carried intelligence into owned enterprise infrastructure.
Katalyst is raising a $5M seed to own the code, data, runtime controls, security baseline, corpus deployment, benchmarks, provenance system, and recovery path required to scale responsibly.
$5M