Terravoss builds AI-powered developer tools, knowledge bases, business intelligence, and productivity apps. Every product includes a defensive layer that keeps confidential data out of AI models and vulnerable code out of production, so your company can adopt AI safely.
Founded by Matthew Caballero, a software developer and former cybersecurity consultant.
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Summarize my thread with Dana Ruiz[PERSON_1] at dana@example.com[EMAIL_1] and draft a reply. The client portal password is Harbor-2026![SECRET_1]
People paste customer records, contracts, financials, and passwords into AI tools to move faster. Once that data reaches an outside model, you cannot pull it back.
AI coding assistants write a lot of code quickly, including code with injection flaws, hardcoded secrets, and outdated dependencies. If nobody checks it, it ships.
Terravoss products sit in between. Your people get the AI tools they want. Breakwater, the defensive layer inside every product, makes sure sensitive data stays inside the company and risky code never reaches your customers.
Four product areas for businesses and everyday people. Every product runs on Breakwater, so safety comes standard.
The layer under every product
Our defensive layer. It sits between your people and any AI model, and between AI-written code and production. Built into every Terravoss product, and available on its own for design partners.
In developmentHelp engineers ship faster without shipping risk.
A review assistant for AI-written code. It reads every pull request, explains what changed, and suggests fixes before anything merges.
SafeguardBlocks merges that add secrets or known vulnerable packages.
Keeps READMEs, API references, and changelogs in sync with the code, and opens a pull request when they fall behind.
SafeguardSource code only goes to the model provider you approve, with secrets stripped first.
Put company knowledge to work and keep it inside the company.
An assistant that answers questions from your documents, wikis, and chats, with a citation for every answer.
SafeguardOnly searches files each person already has permission to open.
A content studio that learns your brand voice and drafts posts, emails, and web pages for your review.
SafeguardFlags customer data, confidential numbers, and unreleased plans before anything is published.
Answers from your data without exposing it.
Ask questions about your business in plain English and get the chart, the trend, and a weekly brief on what changed.
SafeguardThe model writes the query but only sees the schema and the totals, never raw customer rows.
Tracks competitors' pricing, launches, and hiring, and sends a short weekly summary of what changed.
SafeguardRuns on public sources, so no internal data leaves the company to do the research.
Focused apps that remove busywork, for businesses and for individuals.
Drafts answers to RFPs and vendor questionnaires from your approved documents and past responses.
SafeguardEvery answer cites its source and needs a person's approval.
A support inbox that drafts replies from your help center and past tickets, and routes the hard ones to a person.
SafeguardCustomer details are masked before reaching the model, and refunds or account changes always need approval.
Forward receipts, bills, warranties, and renewal notices. Compass tracks the deadlines and reminds you before anything lapses or renews.
SafeguardPersonal details are masked, and your documents are never used to train AI models.
We work the way we expect our customers to: a small team doing the work of a much larger one, with AI throughout and guardrails everywhere.
Our products roll out to design partners first. Here is how companies work with Terravoss today.
Early access to Terravoss products, a direct line to the founder, and a real say in what we build next.
Need an AI tool for a specific workflow, such as support, reporting, document processing, or internal search? We build it on Breakwater, so it is secure from the first version.
First version in 3 to 8 weeksA short review of how your team uses AI today, where data or code could leak, and a practical plan to fix it before a wider rollout.
Typically 1 to 2 weeksTerravoss was founded by Matthew Caballero, a software developer and former cybersecurity consultant, to build the AI tools businesses want with the protection they need already inside.
Working in security made one thing clear: companies are adopting AI faster than they can check what it touches. Terravoss closes that gap from the product side, so teams can move fast without trading away their data or their customers' trust.
Terravoss is the parent company for everything we build. Each product starts here, and the ones customers pull forward can grow into companies of their own.
We are founder-led and growing deliberately. If you invest in early-stage companies and would like to follow our progress, write to invest@terravoss.com.
Our products are in development and roll out to design partners first. Custom AI builds and AI adoption checks are available now.
Most are for businesses, from startups to larger companies rolling AI out across many teams. Some, like Compass, are for individuals.
No. We only use AI providers whose business terms exclude your data from model training, and Breakwater masks sensitive details before any request leaves your network.
We build primarily on Claude through the Claude API. Breakwater is designed to sit in front of the AI tools your team already uses as well.
Yes. Custom builds use the same foundation as our products, including Breakwater, so they are secure from the first version.
Yes. We are happy to sign yours, or send ours, before you share any details.
Products will be priced as subscriptions, and design partners get founding customer pricing. Custom builds and adoption checks are quoted at a fixed price after a short call.
Design partnerships, custom builds, or simply a conversation. We reply to every message within one business day.
Found a security issue in something we built? Email security@terravoss.com or read our disclosure policy.