Tech debt intelligence

Tech Debtonator

Tech Debtonator

Tech Debtonator

AI to manage your tech debt.

AI to manage your tech debt.

AI to manage your tech debt.

A single place to inventory, score, and prioritize every system in your stack — so you know what to fix, what to keep, and where it hits the business.

A single place to inventory, score, and prioritize every system in your stack — so you know what to fix, what to keep, and where it hits the business.

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The only trend tracker that knows your tech stack.

Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.
Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.

overview

Turn your messy tech stack into clear priorities.

Instantly evaluate, rank, and act on tech debt across your entire organization with AI-powered scoring, reporting, and remediation guidance.

Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.

Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.

Tech Debtonator takes you from scattered systems and anecdotes to a single, ordered view of your stack.

Tech Debtonator takes you from scattered systems and anecdotes to a single, ordered view of your stack.

Features

Everything you need to see, score, and fix your tech debt.

Everything you need to see, score, and fix your tech debt.

Tech Debtonator builds a unified inventory of your stack, scores every component with proprietary AI, and turns the results into clear remediation decisions.

Tech Debtonator builds a unified inventory of your stack, scores every component with proprietary AI, and turns the results into clear remediation decisions.

AI-Powered Scoring
AI-Powered Scoring

Automatically score debt based on factors like age, criticality, complexity, and lifecycle, for you an objective tech debt index.

Our algorithms crawl every platform - reddit, LinkedIn, news sites, socials…so you don't miss anything.

Unified Tech Stack Inventory
Unified Tech Stack Inventory

Pull every system into a single, authoritative registry (so everyone can finally agree on what’s actually in your stack).

Upload your company data to see the top tech trends that actually matter to your business.

Upload your company data to see the top tech trends that actually matter to your business.


Intelligent Grouping
Intelligent Grouping

Organize components into custom groups to instantly see where debt clusters, what’s strategic, and where risk is concentrated.


Organize components into custom groups to instantly see where debt clusters, what’s strategic, and where risk is concentrated.


Remediation Decision Engine
Remediation Decision Engine

Use AI-backed recommendations to decide whether to accept, monitor, bundle, remediate - or even keep - individual components.

Use AI-backed recommendations to decide whether to accept, monitor, bundle, remediate - or even keep - individual components.

Executive-Ready Reports
Executive-Ready Reports

Generate clean, shareable reports that translate technical detail into risk, cost, and business impact leaders can understand.

Generate clean, shareable reports that translate technical detail into risk, cost, and business impact leaders can understand.

Portfolio-Level Prioritization
Portfolio-Level Prioritization

Rank tech debt across the entire portfolio so teams focus on the few changes that move risk, cost, and reliability the most.

Rank tech debt across the entire portfolio so teams focus on the few changes that move risk, cost, and reliability the most.

benefits

Built for your highest-
stakes tech debt decisions.

From M&A due diligence to modernization planning and ongoing governance, Tech Debtonator gives you objective scores, business impact, and a concrete remediation plan.

The only trend tracker that knows your tech stack.

Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.
Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.

Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.

Zeitgeister delivers critical insights into the most relevant trending tech topics in your industry.

M&A Due Diligence

Quickly inventory target stacks, surface hidden legacy systems, and quantify modernization liability.

Quickly inventory target stacks, surface hidden legacy systems, and quantify modernization liability.

Modernization Planning & ROI

Score every component and sequence work by risk, cost, and impact for a defensible roadmap.

Score every component and sequence work by risk, cost, and impact for a defensible roadmap.

Executive-Ready Reports

Get a live portfolio view, spot emerging hotspots, and standardize remediation decisions.

Get a live portfolio view, spot emerging hotspots, and standardize remediation decisions.

Metrics-Based

Turn tech debt into clear metrics that support investment, headcount, and roadmap decisions.

Turn tech debt into clear metrics that support investment, headcount, and roadmap decisions.

Pricing

Start free with a 21-day trial. Or get unlimited access for only $55/month, with regular feature updates and improvements.

Pricing

21-Day Trial

Free

Free

Free

Inventory and score your tech stack.

Explore AI recommendations and remediation plans.

Generate executive-ready reports for your current snapshot

Unlimited Use

Access to updates

Access to updates

Access to updates

Start Free Trial

Tech Debtonator Unlimited

$55/mo

Unlimited components, workspaces, and scoring runs

Continuous portfolio monitoring and trend analysis

Full access to remediation decision engine and reporting

All feature updates and improvements included

Priority email support from experienced engineering leaders

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Pricing

Start free with a 21-day trial. Or get unlimited access for only $55/month, with regular feature updates and improvements.

Built for your highest-
stakes tech debt decisions.

From M&A due diligence to modernization planning and ongoing governance, TechDebtonator gives you objective scores, business impact, and a concrete remediation plan.

  • &A due diligence – Quickly inventory a target’s stack, surface hidden legacy systems, and quantify modernization liability before you sign.

  • Modernization planning & ROI – Score every component and sequence work by risk, cost, and impact to build a defensible modernization roadmap.

  • Ongoing tech debt governance – Maintain a live portfolio view, spot emerging hotspots early, and standardize remediation decisions across teams.

  • Board & executive reporting – Turn tech debt into clear metrics and narratives that support investment, headcount, and roadmap decisions.

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Vega - AI for CTOs & CPOs

Sign up for New Releases and Updates

Additional Information

Contact

Follow Us on Social

LinkedIn

Substack

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© 2025, Vega, Inc. All rights reserved.

© 2025, Vega, Inc. All rights reserved.