new

AI-Based Tech Debt Intelligence Platform

Stop managing tech debt through spreadsheets, tribal knowledge
& scattered tooling.

Stop managing tech debt through spreadsheets, tribal knowledge
& scattered tooling.

Stop managing tech debt through spreadsheets, tribal knowledge & scattered tooling.

Stop managing tech debt through spreadsheets, tribal knowledge
& scattered tooling.

Vega discovers, quantifies, prioritizes, and manages technical debt across your ecosystem — connecting it to cost, risk, productivity, and business impact.

Vega discovers, quantifies, prioritizes, and manages technical debt across your ecosystem — connecting it to cost, risk, productivity, and business impact.

5x

Payback Multiple

SOC II

Type II Certified

80%

Less manage time

15%

Roadmap Savings

product preview

Track tech debt for all of your products, tech components, codebases & 3rd party libraries.

Track tech debt for all of your products, tech components, codebases & 3rd party libraries.

Track tech debt for all of your products, tech
components, codebases & 3rd party libraries.

Track tech debt for all of your products, tech
components, codebases & 3rd party libraries.

product preview

product preview

KEY BENEFITS

Cut Maintenance Costs

Cut Maintenance Costs

Cut Maintenance Costs

End unmanaged tech debt's hidden maintenance tax before it compounds.

End unmanaged tech debt's hidden maintenance tax before it compounds.

End tech debt's hidden maintenance tax before it compounds.

Reduce Security Risk

Reduce Security Risk

Surface the vulnerabilities hiding
behind your legacy systems.

Surface the vulnerabilities hiding behind your legacy systems.

Improve Software Quality

Boost reliability, performance, and the experience your users feel.

Improve Software Quality

Improve Software Quality

Boost reliability, performance, and the experience your users feel.

Boost reliability, performance, and the experience your users feel.

Reduce Security Risk

Surface the vulnerabilities hiding behind your legacy systems.

Increase Productivity

Let engineers ship features instead of perpetually fighting fires.

Get Exit-Ready

Generate the reports & metrics that make M&A & due diligence painless.

Better Exec Reporting

Translate tech debt straight into the language of the C-Suite.

Increase Productivity

Let engineers ship features instead of perpetually fighting fires.

Better Exec Reporting

Translate tech debt straight

into the language of the

C-Suite.

Get Exit-Ready

Generate the reports and metrics that make M&A and due diligence painless.

Increase Productivity

Let engineers ship features instead of perpetually fighting fires.

Better Exec Reporting

Translate tech debt straight into the language of the C-Suite.

Get Exit-Ready

Generate the reports and metrics that make M&A and due diligence painless.

BEFORE & AFTER

Go from chaos to systemic tech debt management.

Go from chaos to systemic tech debt management.

Go from chaos to systemic tech debt management.

Finally, a platform purpose-built for technology leaders.

Ai-native cto advisor

Volt is your expert CTO advisor to help manage your tech debt.

Hi, I'm Volt.

Ask me anything about your tech debt - I know your data and remember everything we discuss.

|

Add document

What's my worst tech debt item?

Give me an honest assessment of my tech debt situation.

Generate a tech debt report I can present to the E-Team at our upcoming quarterly review

Conversational by design

No dashboards to learn. Just ask Volt in plain English and get a grounded, data-backed answer.

Grounded in your stack

Volt reasons over your real inventory, codebases, and debt scores — not generic best practices.

Decision-ready output

Turn a question into a board-ready answer, a remediation plan, or a tradeoff in a single reply.

Ai-native cto advisor

Volt is your expert CTO advisor to help manage your tech debt.

Hi, I'm Volt.

Ask me anything about your tech debt - I know your data and remember everything we discuss.

|

Add document

What's my worst tech debt item?

Give me an honest assessment of my tech debt situation.

Generate a tech debt report I can present to the E-Team at our upcoming quarterly review

Conversational by design

No dashboards to learn. Just ask Volt in plain English and get a grounded, data-backed answer.

Grounded in your stack

Volt reasons over your real inventory, codebases, and debt scores — not generic best practices.

Decision-ready output

Turn a question into a board-ready answer, a remediation plan, or a tradeoff in a single reply.

PAYBACK BREAKDOWN

Vega delivers a 5.5x payback.

Vega delivers a 5.5x payback.

Vega delivers a 5.5x payback.

ANNUAL COST OF TECH DEBT

ANNUAL COST OF TECH DEBT

$20,000

$20,000

ANNUAL VALUE

ANNUAL VALUE

$110,000

$110,000

RETURN ON INVESTMENT

5.5x

RETURN ON INVESTMENT

5.5x

90%

Reduction in debt management & planning

Tech debt analysis & reporting work replaced by Vega AI.

$48,000

3 people + 10 hrs/mo + $150/hr x 90%

30min

A week back to every engineer

Tech debt analysis & reporting work replaced by Vega AI.

$38,000

30 min/wk + 15 devs x $100/hr

5%

Cloud savings

New insight into cloud tech debt drives a new footprint.

$15,000

5% x $30,000k/yr cloud spend

45hrs

Of audit prep, replaced

Security & compliance audit prep is greatly simplified with AI

$9,000

~45 hrs/yr x $200/hr exec time

Total Annual Value
$110,000

Integrations

Integrations

Vega integrates with tools you already run.

Vega integrates with tools you already run.

Vega integrates with tools you already run.


Vega connects directly to the enterprise systems your organization already depends on — source control, cloud, CI/CD, project tracking, HRIS, and finance. Pull in the signals that matter, keep your tech debt picture current, and skip the heavy IT lift.

Vega connects directly to the enterprise systems your organization already depends on — source control, cloud, CI/CD, project tracking, HRIS, and finance. Pull in the signals that matter, keep your tech debt picture current, and skip the heavy IT lift.


Vega connects directly to the enterprise systems your organization already depends on — source control, cloud, CI/CD, project tracking, HRIS, and finance. Pull in the signals that matter, keep your tech debt picture current, and skip the heavy IT lift.


Vega connects directly to the enterprise systems your organization already depends on — source control, cloud, CI/CD, project tracking, HRIS, and finance. Pull in the signals that matter, keep your tech debt picture current, and skip the heavy IT lift.

Atlassian

Jira

Bitbucket

Bitbucket

GitHub

GitLab

AWS

Azure

Jenkins

Datadog

Workday

SAP

NetSuite

Enterprise-grade security

Built for Enterprise Security & Compliance

Built for Enterprise Security & Compliance

Vega is built from the ground up to meet enterprise security, compliance, and procurement requirements.

Vega is built from the ground up to meet enterprise security, compliance, and procurement requirements.

SOC2
SOC2

SOC2 Type II certified, audited against the standards your security team expects.

SOC2 Type II certified, audited against the standards your security team expects.

Compliance
Compliance

GDPR and HITRUST aligned, with compliance reports and audit artifacts ready to share.

GDPR and HITRUST aligned, with compliance reports and audit artifacts ready to share.

Secure AI
Secure AI

Your code and data are never used to train models — encrypted in transit and at rest.

Your code and data are never used to train models — encrypted in transit and at rest.

Data Isolation
Data Isolation

Full data and tenant isolation keeps your information yours alone.

Full data and tenant isolation keeps your information yours alone.

Self Hosting
Self Hosting

Deploy in our cloud, your VPC, or fully self-hosted via Docker.

Deploy in our cloud, your VPC, or fully self-hosted via Docker.

SSO/SAML
SSO/SAML

Enterprise single sign-on and SAML, integrated with your identity provider.

Enterprise single sign-on and SAML, integrated with your identity provider.

SOC2

SOC2 Type II certified, audited against the standards your security team expects.

Compliance

GDPR and HITRUST aligned, with compliance reports and audit artifacts ready to share.

Data Isolation

Full data and tenant isolation keeps your information yours alone.

Self Hosting

Deploy in our cloud, your VPC, or fully self-hosted via Docker.

SSO/SAML

Enterprise single sign-on and SAML, integrated with your identity provider.

Secure AI

Your code and data are never used to train models — encrypted in transit and at rest.

Get back to shipping.

Join technology leaders who use Vega to manage their technical debt 10x more effectively.

key benefits

Cut Maintenance Costs

End unmanaged tech debt's hidden maintenance tax before it compounds.

Reduce Security Risk

Surface the vulnerabilities hiding
behind your legacy systems.

Improve Software Quality

Boost reliability, performance, and the experience your users feel.

Increase Productivity

Let engineers ship features instead of perpetually fighting fires.

Better Exec Reporting

Translate tech debt straight into the language of the C-Suite.

Get Exit-Ready

Generate the reports and metrics that make M&A and due diligence painless.

Volt is your expert CTO advisor to help manage your tech debt.

Ai-native cto advisor

Hi, I'm Volt.

Ask me anything about your tech debt - I know your data and remember everything we discuss.

|

Add document

What's my worst tech debt item?

Give me an honest assessment of my tech debt situation.

Generate a tech debt report I can present to the E-Team at our upcoming quarterly review

Conversational by design

No dashboards to learn. Just ask Volt in plain English and get a grounded, data-backed answer.

Grounded in your stack

Volt reasons over your real inventory, codebases, and debt scores — not generic best practices.

Decision-ready output

Turn a question into a board-ready answer, a remediation plan, or a tradeoff in a single reply.

Volt is your expert CTO advisor to help manage your tech debt.

Ai-native cto advisor

Hi, I'm Volt.

Ask me anything about your tech debt - I know your data and remember everything we discuss.

|

Add document

What's my worst tech debt item?

Give me an honest assessment of my tech debt situation.

Generate a tech debt report I can present to the E-Team at our upcoming quarterly review

Conversational by design

No dashboards to learn. Just ask Volt in plain English and get a grounded, data-backed answer.

Grounded in your stack

Volt reasons over your real inventory, codebases, and debt scores — not generic best practices.

Decision-ready output

Turn a question into a board-ready answer, a remediation plan, or a tradeoff in a single reply.

PAYBACK BREAKDOWN

Vega delivers a 5.5x payback.

ANNUAL COST OF TECH DEBT

$20,000

ANNUAL VALUE

$110,000

RETURN ON INVESTMENT

5.5x

Get back to shipping.

Talk to us about technical debt, AI adoption, or engineering leadership.

© 2026, Vega, Inc. All rights reserved.

© 2026, Vega, Inc. All rights reserved.