ABOUT DARK VECTOR COGNITION
Dark Vector Cognition LLC is an agentic company that makes other companies agentic. Two divisions take client work. The rest are digital properties we own and operate.
THE GROUP
Each unit has its own scope, its own customers and its own page. None of them sells another's work as its own.
Agentic workflows on Google ADK, and fixed-price audits of the AI and AI spend already inside a company.
Explainers, reviews and launch films about AI. Every film says whether anyone paid.
DIGITAL PROPERTIES
Sites and tools DVC owns and operates end to end. Each is live; follow the link and use it.
Local answers for Austin and Nashville: research local businesses, or find out what you can do with a piece of land. Free, no account, every answer linked to its public source.
Drop an unfamiliar file and see what it is: tables, JSON, archives, raw bytes. Free, in the browser, nothing uploaded.
A field manual for real situations: what to own, why it earns its place, how to care for it.
Files to clean Markdown, free in the browser, with a paid API behind it.
SEC filings made readable, with a developer API.
ALSO ON THE SHELF: Moment, a native Apple app · Helm Light, local agents, ports and repositories in one desktop shell · Witness, open-source MCP flight recorder
DVC SERVICES · THE ENGINEERING DIVISION
One build practice, two fixed-price diagnostics and an open-source instrument. Each has a distinct scope and deliverable.
FLAGSHIP · SCOPED ON THE CALL · YOUR REPO · YOUR CLOUD
Production agent workflows built on Google's Agent Development Kit. Context is fetched by bounded code, not chosen by the model; each step works with exactly what it was given and hands its output to the next.
Explore the ADK practice →DIAGNOSTIC · TWO WEEKS · $7,500
A fixed-price audit of the agents, MCP servers and coding assistants in the agreed scope: inventory, permission map, ten days of hash-chained tool records, ranked findings and a remediation plan.
See the Flight Check →DIAGNOSTIC · THREE WEEKS · $9,500
Seat-level usage, AI-attributed commits and PRs by team, cost per active seat, and a renewal recommendation for your Copilot, Cursor and Claude spend.
See the AI Spend Audit →OPEN SOURCE · APACHE-2.0 · FREE
The open-source MCP flight recorder the Flight Check runs on. Hash-chained records of tool calls through wrapped servers, kept on your machines by default.
Read about Witness →THE PRACTICE
The work should be inspectable before, during and after an engagement.
ADK workflows are scoped to your systems and delivered into your repository and Google Cloud project, with an evaluation suite and handover. The code and infrastructure remain yours.
The Agent Flight Check takes two weeks at $7,500; the AI Spend Audit takes three weeks at $9,500. Each ends with named files and a readout.
Witness is an Apache-2.0 open-source recorder. For a Flight Check, records stay in your boundary, and the evidence export is a file you can inspect before sharing.
Anyone who needs access to your systems is named to you before access is granted, and every inquiry is answered by the people doing the work.
THE FIT
The build and the diagnostics answer different questions for different teams.
Engineering, platform and product leaders taking an agent workflow beyond a demo.
VPs of Engineering, Heads of Platform and CISOs at 150 to 2,000-person software companies with agents or MCP servers in use.
Engineering and finance owners of Copilot, Cursor or Claude budgets at companies with 200 to 3,000 engineers.
THE PROCESS
Start with the problem and the systems in scope. Finish with something your team can inspect and keep.
Thirty minutes identifies the workflow to build or the estate to assess. ADK work is priced and scoped on that call; the two diagnostics have published fixed prices and timelines.
ADK code goes into your repository and Google Cloud project. For a Flight Check, Witness records activity on your machines; for an AI Spend Audit, the review starts with read-only access to the systems in scope.
An ADK build includes the workflow, evaluation suite, observability and runbook. A diagnostic ends with findings, the underlying files and a leadership readout.
Questions before a call? Email us directly →
AT A GLANCE
A concise record of what DVC is and currently offers.
ANSWERS
The short answers. The offering and security pages carry the full scope.
DVC is an agentic company, and so is every business in it: the research, the code, the films and the day-to-day running are done by AI that acts, not just answers. People set the direction and answer for the result.
No. DVC Services builds workflows in your repository and cloud, and Witness is open source. The Flight Check and AI Spend Audit are defined engagements with files you own.
The person who scopes your engagement leads it and stays your direct contact. Anyone else who needs access to your systems is named before access.
No. Reviews and explainers are never paid. Films a company paid for say so on screen. Read the Studios standards →
DIRECT LINE
Tell us what you are building or trying to understand. The first call establishes whether DVC is the right fit.