The Context Generation Layer
of the Web
Kahoona solves the cold-start problem for AI and Intelligent Systems, so businesses canmake decisions and act on every actor, anonymous or known, agent or human, just in time.
Let’s Talk!
Interfaces & Agents
A/B Test & Personalization


Data Lakes
& Warehouses



AI Agents
Conversational AI
(CS & CX)
AI Search


Risk, Fraud
& Identity

Analytics


Marketing
& Media platforms



CRM
& Customer Engagement











AI Decisioningwhat to do, then stages the action
Context Generationunderstands every actor (human or agents)
Semantic Layermeaning across the data
Data Layerraw signals, unified
Enterprise Systems
Systems of Knowledge
Systems of Record
Systems of Semantics
Systems of Data

The web was never built with a context layer.
It carries over into
every system.
The web was built stateless and blind.
The ecosystem on top relies on persistent identifiers (cookies, device IDs, logins).
Privacy pulled that foundation out. Nothing replaced it.
Unlike the backward-looking data most rely on for known users,Kahoona is forward-looking on unknown actors, agents or humans.
Contextless
before Kahoona
Ready to Activate
Context-rich
with Kahoona
Ready to Activate
We inventedDigital Body Language
Kahoona’s Foundational AI models were designed with a novel data modality built from Human-Computer Interaction.
It understands how people and agents behave, rather than what they do.



Car insurance

Premium
$112
/mo
Get Premium
Bundle Browser



Ocean view (1)
City view (50)
Hill view (1)
Last-Minute booker

Women's heel
$135

Handbag
$170
Gifter
Gifter
Click to see the Impact →
Context for your customers.Context for your teams.
Context is what you need to know to act well on someone: who they are, what they want, and what came before. Pulling that together - the right data, content, tools and instructions - is the hard part.

ENTERPRISE FACING
for your own teams
CUSTOMER FACING
for your end users
DATACORE
Context is what makes a user ready.
Every user arrives gray: anonymous, without identity, with zero context
Without it, almost no one is ready to activate. Kahoona gives every user context the moment they land.

WITH
100%
Ready to Activate
before Kahoona
3.4%
Ready to Activate
THE ENTERPRISE AI CONTEXT GAP
Same question.
Every layer of context.
Every team deserves a relevant answer. The context is the X-Factor deciding how to approach every prompt. Without it, you're prone to costly errors and bias. Generating context in a multi-layered facet is crucial to meeting your business goals
Digital Product & E-commerce Teams in Brand & retail
Your stack today
With Kahoona
Where’s our biggest untapped opportunity right now?
Question it raises
Who’s actually asking?
Marketing, digital product, or CS/CX all need different things.
What is the "opportunity" here?
A customer that keeps getting missed, a live event, or a big untapped issue.
What do the words actually mean?
“Biggest” = engagement, ROI or LTV?
“Right now” = the year, the quarter or the month?
Where does that data live?
Value and activity, sit across many sources, and differ by team.
How is the number computed?
Gross, or net of discounts, refunds and credits?
Online only, or omnichannel?
Context Layer
User Context
Kahoona
Knowledge Context
Kahoona
Meaning Context
Kahoona
Data Context
Kahoona
Calculation Context
Answer it Needs
E-commerce team as they plan ahead.
Trend-Hunters with CVR lower than expected, due to being shown items at irrelevant price points.
Revenue per visitor, measured over the coming quarter.
Pulled from Commerce Platform or ERP, PIM, matched to site analytics.
Net of returns and discounts, across web and app only.

CUSTOMER FACING AI CONTEXT GAP
Plug Kahoona into the stackyou already run.
Kahoona generates the context right on your site and decides what to do,then the actions flow out to the tools you already run.Connect your own sources to enrich it, but nothing is required to start.
Retail & Ecommerce
Digital Property

›
Context Generation Layer

›
Downstream

Measurable lift
Better decisions
Higher revenue
Faster activation

Real-Time Continuous
Learning at Any Scale
A System That Gets Better With Every Interaction
Kahoona continuously adapts and improves, learning from real behavior, generating superior performance advantage over time.
01
Read Digital Body Language
02
Model Fine-Tuning
03
Improved User-Level Relevance
04
Better Experience, Better Engagement
Ready to Convert
Built to pay off FAST.

Plug & Play implementation
It only takes a few moments to plug Kahoona into your existing stack. One site‑native script, and you’re done!

Fast time‑to‑value
Kahoona generates context shortly after it goes live. Value keeps compounding as more over time.

Tightly coupled to ROI
Within a couple of days or weeks, not months, clear impact is measured according to your standards and systems. You will gain a clear read into measurable ROI.
Built for Enterprise, workflows, demands and scale.
Validated by the most demanding organizations in the world.



Enterprise-grade security.
AI governance.
Privacy by design.
AICPA
SOC
aicpa.org/soc4so
™
AICPA SOC 2
Security & availability controls
GDPR
Data protection & privacy
CCPA
Consumer privacy compliance
The missing primitive.
Built.
The Context Generation Layer of the Web
© 2026 Kahoona Inc.
The Context Generation Layer
of the Web
Kahoona solves the cold-start problem for AI and Intelligent Systems,
so businesses can make decisions and act on every actor, anonymous or known, agent or human, just in time.
Interfaces & Agents
Enterprise Systems
A/B Test
& Personalization


Data Lakes
& Warehouses



AI Agents
Conversational AI
(CS & CX)
AI Search


Risk, Fraud
& Identity

Analytics


Marketing
& Media platforms



CRM
& Customer Engagement












AI Decisioningwhat to do, then stages the action

Context Generationunderstands every actor (human or agents)
Systems of Knowledge
Systems of Record

Semantic Layermeaning across the data

Data Layerraw signals, unified
Systems of Semantics
Systems of Data

The web was never built with a context layer.
It carries over into every system.
The web was built stateless and blind.
The ecosystem on top relies on persistent identifiers (cookies, device IDs, logins).
Privacy pulled that foundation out. Nothing replaced it.
Unlike the backward-looking data most rely on for known users,Kahoona is forward-looking on unknown actors, agents or humans.
Contextless
before Kahoona
Ready to Activate
Context-rich
with Kahoona
Ready to Activate
We inventedDigital Body Language
Kahoona’s foundational AI models were designedwith a novel data modality built from Human-Computer Interaction.
It understands how people and agents behave,
rather than what they do.




Car insurance

Premium
$112
/mo
Get Premium
Bundle Browser



Ocean view (1)
City view (50)
Hill view (1)
Last-Minute booker

Women's heel
$135

Handbag
$170
Gifter
Click to see the Impact →
Context for your customers.Context for your teams.
Context is what you need to know to act well on someone: who they are, what they want, and what came before. Pulling that together - the right data, content, tools and instructions - is the hard part.

ENTERPRISE FACING
for your own teams
CUSTOMER FACING
for your end users
DATACORE
Context is what makes a user ready.
Every user arrives gray: anonymous, without identity, with zero context
Without it, almost no one is ready to activate. Kahoona gives every user context the moment they land.

WITH
Ready to Activate
Ready to Activate
THE ENTERPRISE AI CONTEXT GAP
Same question.
Every layer of context.
Every team deserves a relevant answer. The context is the X-Factor deciding how to approach every prompt. Without it, you're prone to costly errors and bias. Generating context in a multi-layered facet is crucial to meeting your business goals
Digital Product & E-commerce Teams in Brand & retail
Your stack today
With Kahoona
Where’s our biggest untapped opportunity right now?
Question it raises
Who’s actually asking?
Marketing, digital product, or CS/CX all need different things.
What is the "opportunity" here?
A customer that keeps getting missed, a live event, or a big untapped issue.
What do the words actually mean?
“Biggest” = engagement, ROI or LTV?
“Right now” = the year, the quarter or the month?
Where does that data live?
Value and activity, sit across many sources, and differ by team.
How is the number computed?
Gross, or net of discounts, refunds and credits?
Online only, or omnichannel?
Context Layer
User Context
Kahoona
Knowledge Context
Kahoona
Meaning Context
Kahoona
Data Context
Kahoona
Calculation Context
Answer it Needs
E-commerce team as they plan ahead.
Trend-Hunters with CVR lower than expected, due to being shown items at irrelevant price points.
Revenue per visitor, measured over the coming quarter.
Pulled from Commerce Platform or ERP, PIM, matched to site analytics.
Net of returns and discounts, across web and app only.

CUSTOMER FACING AI CONTEXT GAP
Plug Kahoona into the stackyou already run.
Kahoona generates the context right on your site and decides what to do,then the actions flow out to the tools you already run.Connect your own sources to enrich it, but nothing is required to start.
Retail & Ecommerce
Digital Property

›
Context Generation Layer

›
Downstream

Measurable lift
Better decisions
Higher revenue
Faster activation

Real-Time Continuous
Learning at Any Scale
A System That Gets Better With Every Interaction
Kahoona continuously adapts and improves, learning from real behavior, generating superior performance advantage over time.

04
Better Experience,
Better Engagement
03
Improved User-Level Relevance
01
Read DigitalBody Language
Compounding Intelligence
02
Model Fine-Tuning
Ready to Convert

Built to pay off Fast.

Plug & Play implementation
It only takes a few moments to plug Kahoona into your existing stack. One site‑native script, and you’re done!

Fast
time‑to‑value
Kahoona generates context shortly after it goes live. Value keeps compounding as more over time.

Tightly coupled to ROI
Within a couple of days or weeks, not months, clear impact is measured according to your standards and systems. You will gain a clear read into measurable ROI.

Built for Enterprise, workflows, demands and scale.
Validated by the most demanding organizations in the world.
Best Business Prize
Innovation Award

Enterprise-grade security.
AI governance. Privacy by design.
AICPA
SOC
aicpa.org/soc4so
™
AICPA SOC 2
Security & availability controls
GDPR
Data protection &
privacy
CCPA
Consumer privacy compliance
The missing primitive.
Built.
The Context Generation Layer of the Web
© 2026 Kahoona Inc.
The Context Generation Layer
of the Web
Kahoona solves the cold-start problem for AI and Intelligent Systems, so businesses can make
decisions and act on every actor, anonymous or known, agent or human, just in time.
Interfaces & Agents
Enterprise Systems
A/B Test
& Personalization


Data Lakes
& Warehouses



AI Agents
Conversational AI
(CS & CX)
AI Search


Risk, Fraud
& Identity

Analytics


Marketing
& Media platforms



CRM
& Customer Engagement












AI Decisioningwhat to do, then stages the action

Context Generationunderstands every actor (human or agents)
Systems of Knowledge
Systems of Record

Semantic Layermeaning across the data

Data Layerraw signals, unified
Systems of Semantics
Systems of Data
The web was never built with a context layer.
It carries over into every system.
The web was built stateless and blind.
The ecosystem on top relies on persistent identifiers (cookies, device IDs, logins).
Privacy pulled that foundation out. Nothing replaced it.
Unlike the backward-looking data most rely on for known users,Kahoona is forward-looking on unknown actors, agents or humans.
Contextless before Kahoona
Ready to Activate
Context-rich with Kahoona
Ready to Activate
We inventedDigital Body Language
Kahoona’s foundational AI models were designedWith a novel data modality built from Human-Computer Interaction.
It understands how people and agents behave,
rather than what they do.




Car insurance

Premium
$112
/mo
Get Premium
Bundle Browser



Ocean view (1)
City view (50)
Hill view (1)
Last-Minute booker

Women's heel
$135

Handbag
$170
Gifter
Click to see the Impact →
Context for your customers.Context for your teams.
Context is what you need to know to act well on someone: who they are, what they want, and what came before. Pulling that together - the right data, content, tools and instructions - is the hard part.

ENTERPRISE FACING
for your own teams
CUSTOMER FACING
for your end users
DATACORE
Context is what makes a user ready.
Every user arrives gray: anonymous, without identity, with zero context.
Without it, almost no one is ready to activate.
Kahoona gives every user context the moment they land.

WITH
Ready to Activate
Ready to Activate
THE ENTERPRISE AI CONTEXT GAP
Same question.
Every layer of context.
Every team deserves a relevant answer. The context is the X-Factor deciding how to approach every prompt. Without it, you're prone to costly errors and bias. Generating context in a multi-layered facet is crucial to meeting your business goals
Digital Product & E-commerce Teams in Brand & retail
Your stack today
With Kahoona
Where’s our biggest untapped opportunity right now?
Question it raises
Who’s actually asking?
Marketing, digital product, or CS/CX all need different things.
What is the "opportunity" here?
A customer that keeps getting missed, a live event, or a big untapped issue.
What do the words actually mean?
“Biggest” = engagement, ROI or LTV?
“Right now” = the year, the quarter or the month?
Where does that data live?
Value and activity, sit across many sources, and differ by team.
How is the number computed?
Gross, or net of discounts, refunds and credits?
Online only, or omnichannel?
Context Layer
User Context
Kahoona
Knowledge Context
Kahoona
Meaning Context
Kahoona
Data Context
Kahoona
Calculation Context
Answer it Needs
E-commerce team as they plan ahead.
Trend-Hunters with CVR lower than expected, due to being shown items at irrelevant price points.
Revenue per visitor, measured over the coming quarter.
Pulled from Commerce Platform or ERP, PIM, matched to site analytics.
Net of returns and discounts, across web and app only.

CUSTOMER FACING AI CONTEXT GAP
Plug Kahoona into the stackyou already run.
Kahoona generates the context right on your site and decides what to do,then the actions flow out to the tools you already run.Connect your own sources to enrich it, but nothing is required to start.
Retail & Ecommerce
Digital Property

›
Context Generation Layer

›
Downstream

Measurable lift
Better decisions
Higher revenue
Faster activation
High-Intent Visitor

Real-Time Continuous
Learning at Any Scale
A System That Gets Better With Every Interaction
Kahoona continuously adapts and improves, learning from real behavior,
generating a superior performance advantage over time.

04
Better Experience,
Better Engagement
03
Improved User-Level Relevance
01
Read DigitalBody Language
Compounding Intelligence
02
Model Fine-Tuning
Price Watcher

Built to pay off Fast.

Plug & Play implementation
It only takes a few moments to plug Kahoona into your existing stack. One site‑native script, and you’re done!

Fast time‑to‑value
Kahoona generates context shortly after it goes live. Value keeps compounding as more over time.

Tightly coupled to ROI
Within a couple of days or weeks, not months, clear impact is measured according to your standards and systems. You will gain a clear read into measurable ROI.

Built for Enterprise, workflows, demands and scale.
Validated by the most demanding organizations in the world.
Best Business Prize
Innovation Award
Enterprise-grade security.
AI governance. Privacy by design.
AICPA
SOC
aicpa.org/soc4so
™
AICPA SOC 2
Security & availability controls
GDPR
Data protection &
privacy
CCPA
Consumer privacy compliance

The missing primitive.
Built.
Just Browsing
Ready to Convert
The Context Generation Layer of the Web
© 2026 Kahoona Inc.
New York
