Self Learning Capabilities
Hyperbots Co-pilots leverage self-learning to adapt to company-specific workflows, refine accuracy through inference-time learning, and improve over time based on human interactions.
Key Features
Automated adaptation to company-specific processes
Co-pilots continuously learn from human decisions and adapt to the unique workflows, preferences, and policies of each company.
Enhanced GL code recommendations
The GL Recommendation Agent leverages self-learning to refine GL code assignments based on company-specific patterns and human overrides.
Continuous improvement in accuracy
Wherever needed, pre-trained models are refined through inference-time learning to enhance performance and meet specific organizational requirements.
Incremental confidence building
The Co-pilots apply self-learned changes only after building confidence through repeated human actions, ensuring trust and reliability.
Dynamic adaptability across processes
The self-learning capability is applicable across various Co-pilot functions, making them dynamically adaptable to changing company policies and practices.
Comparison with competition

FAQs: Self Learning Capabilities
Can you give examples of self-learning capabilities of Hyperbots Co-pilots?
Why is self-learning important?
If your Co-pilots are pre-trained, why do they require self-learning?
How are Hyperbots' self-learning capabilities different from those of competitors?
How do you make sure that your Co-pilots do not learn bad practices?
Is self-learning company-specific? How do you ensure that my data is not used for general training?
How do Co-pilots build confidence in the data they learn from?
At what point does self-learning stop?
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