Product
KIOS
The Kwark Industrial Operating System
Can a manufacturing plant operate at the same standard every shift, regardless of who is in the room?
KIOS is the operating system that writes and maintains the rules of your plant's operation — permanently, through someone on your own team. Not a consultant. Not a methodology. A system that stays.
What KIOS is
An operating system installed permanently inside the plant.
Operational structure that lives in a system, not in a person.
Knowledge that transfers when people leave.
Run by someone already on your payroll, trained by Kwark.
What KIOS is not
Not consultoría. There is no project end date because there is no project.
Not a diagnosis. The deliverable is the installed system, not a report.
Not training. It installs structure so the process doesn't depend on who is in the room.
Not temporary. No consultant leaving date. The system stays.
Three structural components — loaded before any agent executes
Organizational
Who has authority. Team structure, roles, decision-making hierarchy.
Technical
Physical reality. Equipment, capacities, installed systems, data sources.
Governance
What is valid. Standards, rules, SOPs, operational criteria.
No agent may execute without a fully initialized structural context.
Eight operational flows — each maps to a specific intelligence domain
Production on the Floor
Execution and scheduling of production cycles.
Corrective Maintenance
Response and resolution of unplanned equipment failures.
Planned Maintenance
Preventive maintenance schedules and reliability tracking.
Conformity and Release
Quality control, compliance, and product release criteria.
Safety and Environment
Safety protocols, incident management, and environmental compliance.
Materials Availability and Accuracy
Inventory accuracy, materials availability, and supply alignment.
Scheduling and Operational Priority
Production scheduling, priority setting, and capacity allocation.
Response to External Incidents
Structured response to supply chain disruptions and external events.
The intelligence cycle
Every agent action follows this cycle. No step may be skipped. Human authorization is required before any action is executed.
01
Operate
Initialize context. Load the three structural components.
02
Collect
Gather data from authorized sources within the tenant boundary.
03
Store
Persist raw and processed data with timestamp and source.
04
Analyze
Pattern recognition, anomaly detection, comparison to governance standards.
05
Visualize
Produce structured output: summaries, dashboards, alerts.
06
Resolve
Generate recommendations. Never autonomous action without human authorization.
07
Evaluate
Log the recommendation, its basis, and the human decision.
08
Act
Execute only upon human authorization. Produce evidence record.
Deployment phases
M1–M2
Activation
System installed. Internal agent oriented. First protocols documented.
M3–M6
Operation
Agent runs the system independently. First measurable projects completed.
M7–M12+
Capitalization
The operation runs on the system, not on people. The rules are written.
The question is never KIOS vs. consultoría.
The question is: what does it cost to build the operational structure your plant needs — and what are the options?
| Option | Monthly cost | What remains |
|---|---|---|
| Senior COO | $150K–$250K MXN | Person-dependent knowledge |
| Continuous improvement dept. | $300K–$500K MXN | Still person-dependent |
| ●KIOS | $60K–$75K MXN | System-embedded, transferable knowledge |
The game is already being played in your plant.
The problem is that nobody wrote the rules. KIOS does not create a new game. It writes the rules of the one that already exists.
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