Extraction and Validation of Line Item Details
Using a multi-model approach and pre-training on 35 million invoice fields, Hyperbots Sales Tax Verification Co-Pilot accurately extracts structured and unstructured data from diverse invoices.
Key Features
Multi-model field extraction
Combines vision-language models for structured fields with LLMs for unstructured text & layout models for understanding layouts like tables
Pre-training on 35 million invoice fields
Extensive training on a large, annotated dataset ensures robust performance across diverse invoice formats and industries.
Field-specific model optimization
Specialized models handle different data types (e.g., numerical fields, line items), maximizing accuracy for each category.
Chain-of-thought reasoning
Uses contextual logic to ensure consistent interpretation across related fields and data points.
Line-item parsing with spatial intelligence
Employs table-parsing and positional analysis to accurately map multi-line invoice details.
Intelligent line-item validation
Verifies the co-relationship between quantity, unit price, extended amount, net amount, gross amount, and tax, ensuring precise calculations and compliance.
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: Extraction and Validation of Line Item Details
How does the Hyperbots Co-pilot extract and validate line items?
Can Hyperbots identify line items if there are hundreds spread across multiple tables in complex invoices?
Does the Hyperbots Co-pilot convert line item information into structured fields?
What validations does it perform?
Why is extraction and validation of line items important for sales tax verification?
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