# Parallel Batch Execution

> Accumulate adjacent parallel agents into a batch, invoke all spawns in a single concurrent batch, wait for all completions, and merge findings through shared documents.

Record: `algorithms:parallel-batch-execution`
Kind: algorithm
Canonical: https://banes-lab.com/ontology/algorithms#algorithms-parallel-batch-execution
Closure: https://banes-lab.com/json/records/algorithms/parallel-batch-execution/closure

Listed in [Algorithm contracts](https://banes-lab.com/api/records/algorithms.md), after [Agent Activation Invocation](https://banes-lab.com/records/algorithms/agent-activation-invocation.md) and before [Sequential Agent Execution](https://banes-lab.com/records/algorithms/sequential-agent-execution.md).

## Domain

- [Agent workflow](https://banes-lab.com/records/algorithms-domain/agent-workflow.md)

## Stage

- [act](https://banes-lab.com/records/stage/act.md)

## Axis

- [formalization](https://banes-lab.com/records/reasoning/axis-formalization.md)

## Tier

- [process](https://banes-lab.com/records/vocabulary/domain-tier-process.md)

## Math type

- [Computation](https://banes-lab.com/records/reasoning/math-type-computation.md)

## Force

- [Control coordination](https://banes-lab.com/records/force/control-coordination.md)
- [Event messaging](https://banes-lab.com/records/force/event-messaging.md)
- [Model governance](https://banes-lab.com/records/force/model-governance.md)

## Linked from

- [The derivation loop](https://banes-lab.com/ontology/reasoning/reasoning-loop-derivation-loop.md)
- [The axes](https://banes-lab.com/ontology/reasoning/the-axes.md)
- [The mathematics](https://banes-lab.com/ontology/reasoning/the-mathematics.md)
- [Domain tiers](https://banes-lab.com/ontology/schema/the-vocabulary-domain-tier.md)
- [The forces](https://banes-lab.com/ontology/schema/the-forces.md)