
Industries
Applied AI for your industry.
Connect customer service, decisions and operations with AI built around your industry.
Trusted by 300+ leading enterprises
Find your starting point.
Start with a defined responsibility. Connect the people, information and actions needed to deliver it.

Illustrative workflow
Lending application review
check document completeness
01
prepare the assessment
02
route exceptions to an officer
03
Banking & Financial Services
Better service. Stronger operations.
Bring account history, documents and policy into each interaction. Keep people responsible for consequential decisions.
Customer service
Lending operations
Collections
Product & sales
Operations
Employee assistance

Illustrative workflow
Lending application review
check document completeness
01
prepare the assessment
02
route exceptions to an officer
03
Banking & Financial Services
Better service. Stronger operations.
Bring account history, documents and policy into each interaction. Keep people responsible for consequential decisions.
Customer service
Lending operations
Collections
Product & sales
Operations
Employee assistance

Illustrative workflow
Lending application review
check document completeness
01
prepare the assessment
02
route exceptions to an officer
03
Banking & Financial Services
Better service. Stronger operations.
Bring account history, documents and policy into each interaction. Keep people responsible for consequential decisions.
Customer service
Lending operations
Collections
Product & sales
Operations
Employee assistance

Illustrative workflow
Service issue resolution
check account and network context
01
coordinate the next action
02
update the customer
03
Telecommunications
From customer care to resolution.
Connect customer, billing and network context to resolve issues, coordinate field work and keep customers informed.
Customer care
Sales & upgrades
Retention
Billing & collections
Employee support
Field & internal operations

Illustrative workflow
Service issue resolution
check account and network context
01
coordinate the next action
02
update the customer
03
Telecommunications
From customer care to resolution.
Connect customer, billing and network context to resolve issues, coordinate field work and keep customers informed.
Customer care
Sales & upgrades
Retention
Billing & collections
Employee support
Field & internal operations

Illustrative workflow
Service issue resolution
check account and network context
01
coordinate the next action
02
update the customer
03
Telecommunications
From customer care to resolution.
Connect customer, billing and network context to resolve issues, coordinate field work and keep customers informed.
Customer care
Sales & upgrades
Retention
Billing & collections
Employee support
Field & internal operations

Illustrative workflow
Store replenishment
review stock and sales
01
prepare a replenishment request
02
route changes for review
03
Consumer Goods & Retail
Turn intent into sales and loyalty.
Connect product, order and inventory information to help shoppers choose, buy and stay engaged.
Product discovery
Campaign engagement
Order support
Loyalty & retention
Store & frontline assistance
Internal operations

Illustrative workflow
Store replenishment
review stock and sales
01
prepare a replenishment request
02
route changes for review
03
Consumer Goods & Retail
Turn intent into sales and loyalty.
Connect product, order and inventory information to help shoppers choose, buy and stay engaged.
Product discovery
Campaign engagement
Order support
Loyalty & retention
Store & frontline assistance
Internal operations

Illustrative workflow
Store replenishment
review stock and sales
01
prepare a replenishment request
02
route changes for review
03
Consumer Goods & Retail
Turn intent into sales and loyalty.
Connect product, order and inventory information to help shoppers choose, buy and stay engaged.
Product discovery
Campaign engagement
Order support
Loyalty & retention
Store & frontline assistance
Internal operations

Illustrative workflow
Claims preparation
structure documents
01
retrieve relevant policy terms
02
prepare the case for an assessor
03
Healthcare & Insurance
Simplify care and coverage.
Guide patients and members, prepare claims and organize evidence. Clinical and coverage decisions stay with the appropriate professionals.
Patient & member service
Claims operations
Policyholder support
Document-heavy workflows
Knowledge assistance
Fraud, waste & anomaly support

Illustrative workflow
Claims preparation
structure documents
01
retrieve relevant policy terms
02
prepare the case for an assessor
03
Healthcare & Insurance
Simplify care and coverage.
Guide patients and members, prepare claims and organize evidence. Clinical and coverage decisions stay with the appropriate professionals.
Patient & member service
Claims operations
Policyholder support
Document-heavy workflows
Knowledge assistance
Fraud, waste & anomaly support

Illustrative workflow
Claims preparation
structure documents
01
retrieve relevant policy terms
02
prepare the case for an assessor
03
Healthcare & Insurance
Simplify care and coverage.
Guide patients and members, prepare claims and organize evidence. Clinical and coverage decisions stay with the appropriate professionals.
Patient & member service
Claims operations
Policyholder support
Document-heavy workflows
Knowledge assistance
Fraud, waste & anomaly support

Illustrative workflow
After-sales coordination
retrieve vehicle history
01
arrange a service appointment
02
follow up with the customer
03
Automotive
From first enquiry to after-sales.
Give every team the customer and vehicle history needed to support the next step.
Sales assistance
Dealer support
After-sales service
Ownership support
Internal operations
Connected follow-up

Illustrative workflow
After-sales coordination
retrieve vehicle history
01
arrange a service appointment
02
follow up with the customer
03
Automotive
From first enquiry to after-sales.
Give every team the customer and vehicle history needed to support the next step.
Sales assistance
Dealer support
After-sales service
Ownership support
Internal operations
Connected follow-up

Illustrative workflow
After-sales coordination
retrieve vehicle history
01
arrange a service appointment
02
follow up with the customer
03
Automotive
From first enquiry to after-sales.
Give every team the customer and vehicle history needed to support the next step.
Sales assistance
Dealer support
After-sales service
Ownership support
Internal operations
Connected follow-up

Illustrative workflow
Permit application support
explain requirements
01
identify missing information
02
prepare the case for an officer
03
Government Agency
Simpler access. Better public services.
Prepare cases and coordinate requests across departments, with informed officers responsible for public decisions.
Citizen information
Requests & complaints
Appointments & coordination
Internal knowledge
Case preparation
Operational automation

Illustrative workflow
Permit application support
explain requirements
01
identify missing information
02
prepare the case for an officer
03
Government Agency
Simpler access. Better public services.
Prepare cases and coordinate requests across departments, with informed officers responsible for public decisions.
Citizen information
Requests & complaints
Appointments & coordination
Internal knowledge
Case preparation
Operational automation

Illustrative workflow
Permit application support
explain requirements
01
identify missing information
02
prepare the case for an officer
03
Government Agency
Simpler access. Better public services.
Prepare cases and coordinate requests across departments, with informed officers responsible for public decisions.
Citizen information
Requests & complaints
Appointments & coordination
Internal knowledge
Case preparation
Operational automation
Why Kata.ai
Engineers who follow through.
Our engineers connect your systems and bring solutions into daily operation.
01
Experience in real operations.
Build on Kata.aiโs experience delivering customer-facing AI across complex organizations.
02
A foundation for expansion.
Connect new applications to shared business context, integrations and operating controls.
03
Designed around responsibility.
Make permissions, review points and ownership part of the process.
04
Engineers alongside your teams.
Work with people who build the solution, prepare it for deployment and help improve it in use.
In every industry
Different industries. A connected approach.
Context
Business context across teams.
Connect the records, relationships and definitions that the work depends on.
Context
Business context across teams.
Connect the records, relationships and definitions that the work depends on.
Context
Business context across teams.
Connect the records, relationships and definitions that the work depends on.
Authority
Clear scope for AI.
Define whether AI should retrieve information, prepare work or perform an action.
Authority
Clear scope for AI.
Define whether AI should retrieve information, prepare work or perform an action.
Authority
Clear scope for AI.
Define whether AI should retrieve information, prepare work or perform an action.
Approval
Human judgment where it matters.
Bring the relevant evidence to the person responsible for the decision.
Approval
Human judgment where it matters.
Bring the relevant evidence to the person responsible for the decision.
Approval
Human judgment where it matters.
Bring the relevant evidence to the person responsible for the decision.
Record
Visible performance.
Review completed work, exceptions and results to guide improvement.
Record
Visible performance.
Review completed work, exceptions and results to guide improvement.
Record
Visible performance.
Review completed work, exceptions and results to guide improvement.
Work with Kata.ai
Put Applied AI to work.
Start with service, engagement or operations. Our team will help define the outcome and path to deployment.
Work with Kata.ai
Put Applied AI to work.
Start with service, engagement or operations. Our team will help define the outcome and path to deployment.
Work with Kata.ai
Put Applied AI to work.
Start with service, engagement or operations. Our team will help define the outcome and path to deployment.