vega tech debt
vega tech debt
Tech Debt Intelligence platform
Tech Debt Intelligence platform
Stop managing tech debt through spreadsheets & tribal knowledge.
Stop managing tech debt through spreadsheets & tribal knowledge.
Stop managing tech debt through spreadsheets, tribal knowledge & scattered tooling.
Stop managing tech debt through spreadsheets & tribal knowledge.
Vega automatically finds tech debt across your ecosystem & connects it to business impact like roadmap & cost.
Vega automatically finds tech debt across your ecosystem & connects it to business impact like roadmap & cost.
5x
Payback Multiple
SOC II
Type II Certified
80%
Less manage time
15%
Roadmap Savings
product preview
Track tech debt across products, components, codebases, 3rd party libraries & infrastructure.
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
Stack Inventory
Products & Technical Components
Search products
Export
Product Catalog
Component Library
Codebases
3rd Party Libraries
Cloud
Product
TDI
Debt Type
Stage
ARR
Components
3rd Party
Senior Systems
75
Arch +3
Sustain/Maintenance
$8.5M
5
2
TADS
66
Code +3
Sustain/Maintenance
$5M
5
0
Teachers2Parents
61
Code
Sustain/Maintenance
$3.2M
2
0
SSS
57
Code +1
Decline/Sunset Prep
$1.5M
2
0
BigSIS
54
Code +1
Mature/Flagship
$6.1M
4
0
KEY BENEFITS
Cut Maintenance Costs
Cut Maintenance Costs
Find the systems burning engineering time & budget.
Find the systems burning engineering time & budget.
Improve Software Quality
Better Software Quality
See exactly where tech debt is driving defects.
See exactly where tech debt is driving defects.
Reduce Security Risk
Reduce Security Risk
Surface the vulnerabilities in your legacy systems.
Surface the vulnerabilities in your legacy systems.
Increase Productivity
Increase Productivity
Give devs fewer recurring fires & more time to build.
Give devs fewer recurring fires & more time to build.
Get Exit-Ready
Get Exit-Ready
Turn tech debt into a strength with exec narratives.
Turn tech debt into a strength with exec narratives.
Better Exec Reporting
Better Exec Reporting
Translate tech debt into business & financial impact.
Translate tech debt into business & financial impact.
BEFORE & AFTER
From chaos to value-based tech debt management.
From chaos to value-based tech debt management.
From chaos to value-based tech debt management.
Manual Approach
Manual Approach
Manual Approach
Vega Platform
Vega Platform
Vega Platform
IDENTIFICATION
IDENTIFICATION
IDENTIFICATION
IDENTIFICATION
×
100 definitions of tech debt & unclear where it lives
100 definitions of tech debt & unclear where it lives
100 definitions of tech debt & unclear where it lives
+
Standardized debt classification & auto discovery
Standardized debt classification & auto discovery
Standardized debt classification & auto discovery
ESTIMATION
ESTIMATION
ESTIMATION
ESTIMATION
×
Cost-to-fix estimations are subjective & inconsistent
Cost-to-fix estimations are subjective & inconsistent
Cost-to-fix estimations are subjective & inconsistent
+
Estimations built on real technical signals
Estimations built on real technical signals
Estimations built on real technical signals
PRIORITIZATION
PRIORITIZATION
PRIORITIZATION
PRIORITIZATION
×
The loudest voice always wins
The loudest voice always wins
The loudest voice always wins
+
Predictable planning with frameworks & data
Predictable planning with frameworks & data
Predictable planning with frameworks & data
REMEDIATION
REMEDIATION
REMEDIATION
REMEDIATION
×
Remediation efforts unclear & often get paused
Remediation efforts unclear & often get paused
Remediation efforts unclear & often get paused
+
Automatically scoped & costed remediation plans
Automatically scoped & costed remediation plans
Automatically scoped & costed remediation plans
REPORTING
REPORTING
REPORTING
REPORTING
×
Doesn’t bridge technology & business
Doesn’t bridge technology & business
Doesn’t bridge technology & business
+
Executive-ready & business-oriented reports
Executive-ready & business-oriented reports
Executive-ready & business-oriented reports
BUSINESS IMPACT
BUSINESS IMPACT
BUSINESS IMPACT
BUSINESS IMPACT
×
Business impact difficult to capture
Business impact difficult to capture
Business impact difficult to capture
+
Quantified cost, risk & productivity impact
Quantified cost, risk & productivity impact
Quantified cost, risk & productivity impact
GOVERNANCE
GOVERNANCE
GOVERNANCE
GOVERNANCE
×
Rarely exists, no enforcement
Rarely exists, no enforcement
Rarely exists, no enforcement
+
Ownership, policies & approval workflows
Ownership, policies & approval workflows
Ownership, policies & approval workflows
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
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.
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
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.
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.
Integrations
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.
Atlassian
Jira
Bitbucket
Bitbucket
GitHub
GitLab
AWS
Jenkins
Azure
Datadog
Workday
SAP
NetSuite
Tech debt intelligence platform
Track tech debt for all of your products, tech components, codebases & 3rd party libraries.
powered by volt ai
powered by volt ai
powered by volt ai