Precision Labor Engineering for Regulated Operations
A systematic framework for allocating work between people and machines—without breaking compliance, control, or accountability.
Where constrained labor supply meets high stakes and regulatory oversight
Not enough people to do all the work that needs to be done.
Mistakes create significant financial, legal, or safety consequences.
Operations must satisfy external compliance requirements and audits.
The system is governed by invariants that ensure compliance, accountability, and explainability
Labor cannot be optimized until it is structurally defined.
Execution can move; ownership does not.
Regulation, safety, audit, and risk define the feasible solution space.
Every allocation decision must be traceable and auditable.
Each layer constrains the layer below — ensuring compliance flows from top to bottom
What the company does
Defines operating boundaries, scale classification, regulatory constraints, and risk thresholds.
Logic3D labor framework
Maps authority (vertical), function (horizontal), and breadth/depth (scalar) to structural positions.
LogicOutcomes to deliver
Establishes ownership, accountability boundaries, human requirements, and non-transferable duties.
STAYS HUMANHow work gets done
Contains execution units with role decomposition, enabling human/Jo allocation and hybrid workflows.
JoThe Key to Compliance
Constraints flow downward. Accountability stays at Role. Execution flexibility exists only at Task.
Fast Insight, Practical Plans, Real Operational Change
Discover the problem
We map your organization's structure, identify who owns each outcome, and pinpoint where work is breaking down or creating bottlenecks.
Design the fix
We figure out which tasks people must do and which machines can handle, creating a detailed plan that shows cost savings, reduces risk, and maintains compliance.
Deploy the solution
We put the solution into action with clear controls, live monitoring, and audit trails that prove everything is working correctly.
Every outcome follows a universal execution pattern that enables precise task allocation
Requires judgment, dexterity, or regulatory mandate
Deterministic, high-volume, verifiable
Shared execution with defined handoff points
Labor Map produces a complete blueprint for human-machine collaboration
End-to-end labor execution map
Human + machine capacity plan
Compliance-safe augmentation roadmap
Audit-ready evidence trail
Cost savings and risk mitigation analysis
Cross-functional impact analysis