MIKO LABS
Miko Labs is an intelligence-led holding studio. We design, build, and operate AI workforce systems for compliance-sensitive industries — on local hardware, with no data exposure, and intelligence that compounds with every engagement.
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Not a conglomerate. Not a franchise. What we share across every division is the intelligence layer itself — and it gets smarter with every client, every workflow, every vertical we enter.
Three layers. One compounding moat.
LAYER 01
Miko Core
The permanent shared substrate. Local inference stack, LangGraph orchestration, long-term memory, real-time event bus, and autonomous monitoring. Every division plugs in. None of them build their own.
LAYER 02
Vertical Divisions
Isolated P&L, shared substrate. Each division is its own revenue unit with its own lead, its own clients, and its own delivery. What they share: inference, memory, compliance standards.
LAYER 03
Intelligence Commons
The long-term platform asset. Structured behavioral data from every division flows back into the commons. After 12–18 months, this becomes proprietary data no competitor can manufacture.
What we operate.
PLEADLY
Legal Intelligence
Built for plaintiff-side PI firms in California. Connects to existing case management, runs all inference locally under ABA Opinion 512, and delivers attorney-ready demand letters, statute of limitations alerts, and weekly case intelligence directly to the inbox. The February 2026 Heppner ruling validates local inference as the legally defensible approach.
Live · California
TALENT INTELLIGENCE
Workforce Sourcing
Continuous talent pipeline for industrial and operations-heavy clients. Source, score, validate, and deliver ranked candidates on retainer — with a preference learning loop that calibrates to your specific hiring patterns over time.
Active
HARDWARE & ROBOTICS
Managed Operations
Deploying robotics into inspection, inventory, site monitoring, and materials handling as a managed service. Runs independently under its own lead with architecture support from Core.
Staged
Four properties that compound.
Compliance-native architecture
Local inference is not a feature we bolted on. It is the infrastructure decision. No client data transits an external API under any circumstance. As AI regulation accelerates in the 2026–2028 window, businesses that made this choice early are the ones clients will trust.
Data exhaust as strategic asset
Every agent event, task outcome, and decision signal is logged from day one. The data’s value is entirely a function of how long it’s been accumulating. A year of structured behavioral data across 10 divisions and 50 clients is a platform asset.
Managed delivery as retention
Software tools churn. Managed services with compounding intelligence don’t — because switching cost scales with tenure. Every month a client stays, the system knows their operations better than any replacement could reconstruct.
Agent-to-human scalability
Our architecture is designed so every division minimizes founder intervention after week two of delivery. The test for every new workflow: can this run and deliver value for 30 days without a founder touching it?
Managed deliveryWe operate.
We operate.
You receive.
01
ARCHITECT
We map your operations and design the agent architecture specific to your compliance requirements.
02
DEPLOY
Local installation on dedicated hardware within your operational perimeter. No cloud, no API, no data exposure.
03
OPERATE
We run the system. Outputs arrive in your existing tools — inbox, CMS, pipeline. No new software to learn.
04
COMPOUND
Intelligence accumulates weekly. After 90 days the system knows your operations better than any new entrant could.
ABA 512
Compliant
0
External API calls
90d
To compounding moat
Ready to
see it run?
Product demo, retainer inquiry, or division partnership. We build a working demo on your actual data before the first call.
Local inference only
Attorney-client privilege preserved
ABA Opinion 512 compliant