StochStack

prototype 08

Agent-Orchestration Router

Natuerliche Sprache wird auf eines von 10 HighScore-Initiativen geroutet. Nicht zuordenbare Anfragen landen im Backlog.

Anfrage in natuerlicher Sprache

Skill-Workflow

Submit one request to generate orchestration workflow.

Backlog Intake

Routed: 0

Backlog: 0

No backlog entries yet.

Initiative-Skill-Packs

initiative-01-portfolio-mgmt

Clinical operation portfolio management

Manage milestones, budget, and resources across studies with proactive risk signals.

aliases: clinical operations portfolio management · trial milestones · budget planning · resource allocation

initiative-02-trial-simulator

Clinical trial simulator capability

Run trial simulation and digital twin scenarios before operational commitment.

aliases: clinical trial simulation · digital twin trial

initiative-03-site-startup

Optimized site startup capability

Accelerate site startup and activation through bottleneck-aware workflows.

aliases: site startup · site activation

initiative-04-footprint-selection

Data-driven trial footprint and site selection capability

Optimize footprint and site mix using data-backed feasibility and geographic strategy.

aliases: site selection · trial footprint

initiative-05-partner-of-choice

Differentiated global Partner-of-Choice model

Build strategic CRO partnerships with transparent performance and governance model.

aliases: partner-of-choice · strategic CRO partnership

initiative-06-submission-closeout

Submission and close-out acceleration capability

Shorten regulatory submission and study close-out cycle with coordinated operations.

aliases: regulatory submission acceleration · study close-out

initiative-07-rbqm

Holistic analytics/AI-enabled and risk-based trial data quality management

Deploy RBQM with AI signals to improve data quality and reduce monitoring waste.

aliases: risk-based quality management · RBQM

initiative-08-delivery-sourcing

Simplified clinical delivery and sourcing model to optimize costs

Optimize costs through delivery model redesign and sourcing strategy.

aliases: clinical outsourcing model · functional service provider

initiative-09-data-tech-foundation

Integrated, scalable data and tech foundation

Build interoperable clinical systems and unified data platform for scale.

aliases: clinical data platform · interoperable clinical systems

initiative-10-ai-authoring

AI tools for end-to-end automation (first step: authoring)

Automate medical writing and downstream document workflows with AI.

aliases: medical writing automation · AI authoring

update log

Prototype Change Log

  1. 2026-03-01 · v0.2.0

    Strukturierte Skill-Pack-Spezifikation hinzugefuegt

    • - Input-Schema pro Initiative fuer konsistente Intake-Qualitaet hinzugefuegt.
    • - Tool-Liste, Freigabe-Gates und Output-Templates (E-Mail/Report/Jira) integriert.
    • - Routing-Response erweitert, um Skill-Pack-Details direkt bereitzustellen.
  2. 2026-03-01 · v0.1.0

    Erste Version des Agent-Orchestration-Prototyps

    • - Routing natuerlicher Sprache auf 10 HighScore-Initiativen hinzugefuegt.
    • - Skill-Workflow-Ausgabe fuer geroutete Initiativen integriert.
    • - Backlog-Speicherung fuer nicht zuordenbare Anfragen hinzugefuegt.