MikoLabs
A HOLDING COMPANY, BUILT AS AN OPERATING SYSTEM.
Three forces. One window.
Each backed by evidence, not projection.
Frontier models now perform work that required specialized teams eighteen months ago.
Cloud inference costs down 4–10× per year for three years. Unified-memory hardware reaches frontier open-weights throughput.
Organic distribution favors substantive output over marketing spend. First 100 customers without paid acquisition.
Three layers. Compounding upward.
Distinct function per layer. Each feeds the next.
Owns the infrastructure, IP, and master brand. Licenses capability to operating ventures. Does not serve end customers directly — captures value as the underlying enabler.
Separate legal entities with their own brands, customers, pricing, cap tables, and P&Ls. Killable or saleable without touching the rest.
Every customer interaction across every venture produces signal. That signal feeds a shared intelligence layer that improves prompts, workflows, routing, and judgment used by every other venture in the portfolio.
The shared substrate.
Data, embeddings, playbooks, judgment — learned in each venture, compounding across all of them.
// the core returns compounded
Portfolio in motion.
Stage-map disclosed. Identities held.
Four gates. Kill at any.
Every venture passes through the same sequence. Ideas that fail a gate are killed, not reworked.
- GATE 01LEVERAGE
Does our infrastructure meaningfully accelerate this?
// compounds into next gate - GATE 02OUTCOME
Is there a $- or user-denominated signal within 30d?
// kill-branch on fail - GATE 03BUYER
Can we get in front of 5 qualified prospects in 60d?
// kill-branch on fail - GATE 04FIT
Does this compound with existing ventures, or diversify?
// compounds into next gate
Routed where it costs less.
Local, cloud, or frontier-class. Selected per workload, per venture.
Open-weights frontier models on unified-memory workstations. 40–60 tok/s at 96–128 GB unified memory.
Used when per-token cost dominates or data residency requires it.
Direct API to frontier reasoning and multimodal providers through a unified, provider-agnostic gateway.
Used when frontier capability materially exceeds open-weights.
Data-center-class hardware added when portfolio workload justifies the commitment.
Triggered when sustained workload ≥ 2× amortized hardware + power for 12 consecutive months.
Two moats. Both compound.
The other two — compliance, cost structure — are table-stakes.
Gated framework, explicit kill criteria, repeatable onboarding sequence. Structural — separate legal entities, pre-defined capital envelopes per stage, ninety-day portfolio reviews. Every cycle makes us better at running it. Cultural, not technical.
Pattern recognition across ventures produces operating instinct that no single-product company can develop. Which categories convert. Which ICPs close. Which kill signals are real. Accrues only to operators who have run many — cannot be bought, hired, or frameworked.
Staged. Priced at what exists.
Phase 01 validates the framework. Phase 02 scales the portfolio. Phase 03 compounds the intelligence layer into enterprise value.
Adding a venture is an operating-seat decision, not a capital decision. Capacity expands ahead of portfolio, never behind it.
// tier 02 — venture operating leads
// tier 03 — venture-specialist ICs
Two doors.
Platform-level or venture-level. Different exposures, different instruments — deliberately so.
The platform, the IP, and every current and every future venture. SAFE or convertible, platform cap.
Independent cap table, reporting, and governance. Instrument negotiated per venture.