DARK VECTOR COGNITION
One person. Infinite cognition. We build the engine that makes it possible.
Enter the vector →THE PROBLEM
Agents wrapped around Jira. GPT duct-taped to ERPs. Dashboards watching dashboards. The operating model itself is obsolete. You can't run a cognitive workforce on infrastructure designed for tickets and approvals.
73%
of AI pilots never reach production
They die in the gap between demo and operating model.
12→1
dashboards per operator is the norm
Context-switching is the real productivity killer, not headcount.
$0
ROI when agents can't coordinate
Isolated AI tools create more work than they save.
THE VECTOR
MCP commoditizes the transport layer. Any model can talk to any tool.
The moat isn't the connection. It's the computation engine that knows what to do with it.
DVC builds that engine.
The hidden layer. What drives everything but can't be seen. Dark matter holds galaxies together. Our agents hold your operation together.
Direction plus magnitude. Not a random walk. Every agent, every dollar, every cycle — aimed.
Not "AI." Not "intelligence." The actual process of thinking, reasoning, deciding. That's what we're liberating.
ACOS
Nine modules. One nervous system. Built because we needed it to survive.
Today you manage 47 tools, 12 dashboards, and a Slack channel called #ops-fires. ACOS replaces all of it with nine modules that talk to each other. Each module handles one job. Together, they form a nervous system that runs your operation autonomously.
A DAY WITH ACOS
06:00 Beacon identifies 3 new prospects matching your ICP from overnight data.
06:02 Allocator assigns outreach agents. Orchestrator sequences the workflow.
08:45 Ledger reports 2 qualified meetings booked. Cost per acquisition: $0.12.
09:00 You open your laptop. The work is already done.
THE SPINE
Others built hosted knowledge graphs — another platform you depend on, another API between you and your own context. We built a protocol around markdown files on your machine.
Specs, decisions, and implementation stay in sync through the vault. When a spec changes, every agent that depends on it knows. No API call. No sync delay. No vendor between you and your own thinking.
Every agent reads from specs before executing. Change the spec, change the behavior. No redeployment.
Markdown, YAML, JSON on your filesystem. Version-controlled with git. Diff your decisions like you diff your code.
No API calls to a hosted platform. Your agents read local files at filesystem speed. The Spine is as fast as your SSD.
INTEGRATION SURFACE
ACOS exposes every module as an MCP server. Your IDE, your desktop, your custom agents — they all connect to the same nervous system. Switch providers without switching infrastructure.
HELM
Monitoring, orchestration, drift detection, recovery, and full audit trail. Open source core. Battle-tested on our own fleet.
Real-time CPU, memory, and throughput metrics for every agent in your fleet. Know what's working, what's struggling, and what's dead.
Start, stop, restart, and reschedule agents from a single pane. No SSH, no scripts, no Slack messages to your ops team.
Compares agent behavior against spec baselines. When output diverges from declared intent, HELM flags it before the damage compounds. Applied to agent state, not just code.
Automatic failure detection with blast-radius isolation. Rolls back to last-known-good state faster than a human could diagnose the problem.
Every agent action, every decision, every resource allocation — logged, timestamped, and queryable. Full chain of custody from trigger to outcome.
SOVEREIGNTY
THEIR MODEL
DVC MODEL
The "AI platform" market is building the next generation of vendor dependencies. DVC is building the exit from all of them.
THE FLYWHEEL
Internal tools become products. Engagements produce research. Research attracts developers. Revenue funds compute. Compute enables the next thing. Nothing is throwaway. Everything compounds.
PRODUCTS
Tools built from the inside out. HELM is system-level monitoring and orchestration. ACOS is the operating system for agentic companies. Every feature ships because it solved a real problem in our own operations first.
SERVICES
Focused engagements in agentic engineering, platform architecture, MCP integration, and hands-on workshops. We sell what we know from running an AI-agent company ourselves. Not a consultancy — a shop that builds.
LABS
Explorations, frameworks, open-source architectures, and structured training. Content attracts developers. Developers become users. Users become clients. Learnings feed back into Labs. The loop closes.
OPERATING PRINCIPLES
Build local-first. Own your tools. We don't create vendor lock-in because we don't tolerate it ourselves. Every piece of infrastructure DVC builds runs on hardware you control.
Never sell what doesn't work. We're clear about what breaks, what's beta, and what's production-ready. If we can't do it yet, we'll say so before you sign anything.
Every project makes the next one easier. Every internal tool becomes a product. Every engagement produces research. Nothing is throwaway — the flywheel doesn't have a waste bin.
Agents that generate revenue get more resources. Agents that don't get demoted. This is how we keep the company lean, honest, and aligned with what actually works.