Venture Studio

We build
business machines.

Systems that ingest, produce, measure, and improve.
Reliable before autonomous. Measurable before scaled.

See the operating proof Meet the operator

Proof

TIN is the proving ground.

Today In Network is the live operating system where Automated Cream tests source ingestion, editorial controls, publishing, delivery, and audience acquisition at city scale.

Live · Operating

Today In Network

Hyperlocal media machine

As of August 26, 2026: 29 live city sites, 428 published issues, 152 city guides, and 278 upcoming events. A source-backed production pipeline prepares each edition, deterministic checks enforce the rules, and human editors control what reaches readers.

29 Live city sites
428 Published issues
278 Upcoming events
Source ingestion Deterministic QA Human editorial gates Subscriber delivery Measured acquisition

Additional systems

Strategic Fortunes / Rogue Alpha Daily market intelligence, portfolio monitoring, and paper-only forward-model tracking
NinoIQ Personal-finance intelligence spanning connected accounts, holdings, debt, cash flow, and real-estate valuation

What we build

From source
to measurable output.

Each system starts with a defined input, explicit quality gates, an observable output, and operator control at the decisions that matter.

Machine Infrastructure

Ingestion pipelines, transformation layers, and output systems that run on schedule with explicit gates and operator handoffs. Built to be observed, not hoped at.

Quality-Gated Pipelines

Every stage has a gate. Content, data, or product — nothing ships without passing measurable quality checks. Humans stay at meaningful approval points.

Measurement Loops

Acquisition, delivery, and outcomes are measured separately so the system can improve without confusing activity with results.

Control Planes

Monitoring, alerting, and override layers that give operators real visibility. Know what the machine is doing. Intervene when it matters.

How we work

Build. Gate. Prove. Extract.

One operating method from first input to repeatable system.

01

Build end to end.

Connect ingestion, transformation, output, and distribution so real work can move through the full system.

02

Gate the critical steps.

Use deterministic checks where rules are clear and keep humans at editorial, spending, and publishing decisions.

03

Prove it in operation.

Run the system, measure the output, fix what breaks, and separate a successful run from repeatable performance.

04

Extract only what works.

Reusable infrastructure comes from observed performance—not from assumptions made before the system meets reality.

Ian King, founder of Automated Cream

Founder & operator

Ian King builds the systems.

Automated Cream is founder-led. Ian brings more than two decades across Wall Street banks, hedge funds, private ventures, and financial publishing to the work of building AI-native businesses.

The operating rule is simple: build the system, measure what it does, and keep human judgment wherever the stakes are real.

20+ years in markets Founder-led builds Active operator
Read Ian's background →

Venture partnerships

Bring the domain.
We'll build the machine.

If you own the customer problem and can show a credible path to revenue, tell us what you know that outsiders miss. We partner selectively through equity or revenue share—not hourly work.

Pitch a partnership