Research

What can a region produce if it can finally see itself?

IB is building the data layer required to answer operational questions about buyer demand, production capacity, shortages, logistics, and infrastructure in Central Indiana.

Demand

What buyers need, when, and at what specification.

Production

Capacity and readiness across cultivators and sites.

Gaps

Where supply, access, or coordination falls short.

Fulfillment

What actually moved, what did not, and why that matters next cycle.

Land & resources

Where additional production or support would change capacity.

Planning

Insight partners, operators, and public stakeholders can act on.

INDYpendent Bytes.
Coordination Logic

Peeking beneath the surface

Behind each coordinated cycle, the system is comparing demand, production, fulfillment, efficiency, and fair access—not just moving orders.

Order Fulfillment

How much buyer demand can the network actually fill?

Production Reliability

How closely did verified production match what was committed?

Consolidation

Can demand be fulfilled through fewer, more coordinated source relationships?

Split Reduction

Can orders be filled without fragmenting demand across more cultivators than necessary?

Fair Allocation

Can opportunity be distributed fairly without sacrificing fulfillment?

Transparent

Decisions can be traced to actual system inputs.

Accountable

Commitments and verified outcomes remain distinct.

Adaptive

Each cycle improves the information available for the next.

Fair participation

Efficiency cannot come at the expense of fair access to opportunity.

INDYpendent Bytes.
IB Measurement Framework
Illustrative reporting structure

What the system will measure

Each operating cycle is designed to produce measurable evidence about demand, production, reliability, allocation, and fulfillment.

Simulated operating cycle

Demand Intake

48.7 MT

Buyer demand captured for the cycle.

Demand record

Committed Production

46.2 MT

Production committed by participating cultivators before intake.

Production record

Verified Production

43.8 MT

Production actually delivered and verified at intake.

Receiving record

Order Fulfillment

41.6 MT

Buyer demand successfully filled during the cycle.

Fulfillment record

Allocation Fairness

4.8%

Maximum dollar-allocation deviation among comparable eligible cultivators.

Allocation output

Fulfillment Reliability

91.4%

Orders delivered on time and complete.

Cycle performance
Illustrative values only — not operating results.Simulation preview

Completed transactions are meant to improve the next production plan. Public dashboards and downloads will appear here as products mature. Until then, contact us about research use and data partnerships.

Research and data conversations