RUBIX AI SYSTEMS

AI systems engineering

Your operations, running themselves.

Rubix builds AI operating layers for real businesses — we map your process, wire your tools together, and put a governed AI operator to work inside them. Not a chatbot bolted on. A system that does the work.

See Operator-AI How we work
76+CRM operations automated in our flagship integration
100%of AI writes approval-gated and audit-logged
4 phasesof earned trust before an AI touches your data
1 systemchat, analysis, and automation on one governed backbone

We build the system around the AI.

Models are the easy part. The work is everything around them — the process map, the integrations, the guardrails, the audit trail. That's what we engineer.

Automated AI systems

Operators, not chatbots

AI agents embedded in the tools you already run — reading real records, executing real work, escalating to a human exactly when they should. Built multi-tenant, budgeted, and recoverable from day one.

Process-flow engineering

Your workflow, made explicit

We map how work actually moves through your business — leads, deals, follow-ups, handoffs — then encode it so nothing depends on memory. The AI follows the same map your team does.

AI integration

Wired into everything

CRMs, phone systems, calendars, document generation, workflow engines. We build the connectors and the safety layer between them, so one assistant can act across your whole stack.

Flagship product

Operator-AI for REI BlackBook

A governed AI operator living inside the CRM real-estate investors already use. Ask it anything about your business — then let it do something about it.

Talk to your CRM “What's the number for David?” · “What did we offer on Deer Trail?” · “What did she say on the call?” — answered from live records, call transcripts, and deal economics.
Background analyses that find the money Pipeline health reviews every deal for stuck stages and missing next steps. Buyer match ranks your contacts against a deal's criteria with quoted evidence. Communication review coaches you from your own recorded calls.
Every write, approved by you Tags, deal moves, logged offers — the operator proposes in plain English, you approve with one tap. Nothing touches your account without your say-so.
Runs where you work A side panel inside REI BlackBook that knows which record you're viewing, plus a full dashboard with CRM health checks and a live operations view.

How we work

Three phases, in order. Each one earns the next.

Map the process

We sit inside your operation until we can draw it: every lead source, handoff, decision point, and dead end. The map becomes the spec — and usually finds revenue leaks before any AI is involved.

Wire the systems

Connectors to your CRM, phones, documents, and workflows — each capability tested live against the real system before anything depends on it. Integration claims we can't verify don't ship.

Operate with guardrails

The AI starts read-only and earns write access in phases. Approvals, budgets, and a full audit trail from day one — autonomy expands only as trust is demonstrated.

Security is the architecture, not a feature.

Everything we build assumes the AI will occasionally be wrong — and makes that safe.

Phased trustConnections start read-only. Write capabilities unlock per phase, per account, and can be revoked instantly.
Human approvalRisky actions generate plain-English approval cards. No approval, no write — enforced server-side, not by prompt.
Tenant isolationRow-level security enforced in the database itself. One account can never see another's data — provably, with tests.
Full audit trailEvery action, every approval, every API call — recorded with who, what, and when. Anything can be reconstructed.

Let's build your operator.

We take on a small number of integration partners at a time. If your platform or business is ready for an AI operating layer, we should talk.

hello@rubixaisystems.com