Tax Category Classification
Hyperbots Co-pilot classifies line items into the correct tax category by using ML classifiers, context-aware matching, and confidence scoring that flags uncertainties for review.
Key Features
Automated taxonomy recognition
Uses a predefined product/service taxonomy to tag line items (e.g., goods, services, exempt).
Machine learning classifiers
Trained on large invoice datasets to identify keywords, descriptions, and pricing patterns for accurate categorization.
Context-aware matching
Considers buyer-vendor history and industry context to classify items when descriptions are vague.
Confidence scoring & auditing
Assigns a confidence level to each classification, flagging low-scoring items for manual review.
Adaptive learning loop
Continuously retrains on user feedback, refining classifications over time.
Sales tax compliance
Co-pilot verifies applicable sales tax for every invoice and line item automatically
Tax underpayment
Co-pilots acts as a preventive methods against over or under charged sale tax by vendors
Auditability
Human Errors
Reputation
VALUE PROPOSITION
Why Hyperbots Sales
Tax-Verification Co-Pilot?
Hyperbots Sales Tax Verification Co-pilot automates tax validation for invoices, leveraging AI to ensure compliance with regional tax laws and eliminating errors, reducing manual effort and financial risks.
Before and After Hyperbots Sales Tax Verification Co-Pilot
FAQs: Tax Category Classification
How does Automated Taxonomy Recognition classify line items?
Where does the Hyperbots Co-pilot pick up tax categories from?
Why do Machine Learning Classifiers improve over time?
What is Context-Aware Matching?
How does Confidence Scoring and Auditing help?
Can Hyperbots integrate with other systems after categorization?
Why Hyperbots Agentic AI Platform?
Finance specific
Best-in-class accuracy
Synthesis of unstructured and strutured finance data
Pre-trained agents with state of the art models
Company specific inference time learning
Designed by CFOs for CFOs
We worked with several CFOs to solve the right problems.
Hear what they have to say!
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
Designed by CFOs for CFOs
We worked with several CFOs to solve the right problems.
Hear what they have to say!
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
“
As an experienced senior financial professional, it has been an opportunity and an honor to provide input into the design of this artificial intelligence-powered tool that helps automate certain processes and provides new insights into financial questions commonly encountered across many industries and companies.
”
Bimal Shah
CFO
Strategic Advisor
SF
“
In helping design the product, as an experienced CFO, I focused on addressing my current pain points using AI.
”
Anthony Dias
CFO
Strategic Advisor
NYC
“
I think the time has come to leverage AI for addressing various challenges faced by CFOs such as data accuracy, timely & efficient processing and reporting, improving visibility, optimizing costs, managing cash flow, and ensuring compliance.
”
Mike Vaishnav
CFO
Strategic Advisor
SF
“
I have really enjoyed working with the Hyperbots team so far on defining the product functionality.
”
John Silverstein
VP of F&A
XR Extreme Reach
NYC
“
As a design partner, my input was taken onboard and we have been able to go through various iterations to keep refining the product to ensure real-life applicability.
”
Ayo Fashina
Director
DFC
Dallas
“
I am thrilled to be involved with Hyperbots’ new AI solution revolutionizing AP workflow as a design partner. During development, I shared real-world perspective on the needs of my industry, ensuring the solution is tailor-made for the intricate demands of law firms.
”
Cecy Graf
CFO
Strategic advisor
WA
“
I designed Hyperbots as a tool aimed at enabling CFOs in various industries to alleviate themselves from tedious tasks and simplify intricate financial workflows. By substituting manual efforts with technology, the tool enhances the precision and speed of tasks such as data entry, reconciliation, and report generation.
”
Anna Tiomina
Founder
Blend2Balance
Houston
Ready to take the next steps?
Book a demo with one of our Financial Technology Consultants to get started!
Ready to take the next steps?
Book a demo with one of our Financial Technology Consultants to get started!
Hyperbots
The Best AI for Finance
Industries
Resources
Hyperbots
The Best AI for Finance
Industries
Resources