Renato Santos
demo

Pfizer ADK Demo

Multi-agent orchestrator on Google ADK — clinical, supply chain, and regulatory specialists. Personal technical demo (Pfizer-themed scenario, not a client project).

Google ADKSelf-hosted runtimeGemini 2.5 FlashBigQuery mockSAP mock

Architecture note

This demo does not use Vertex AI Agent Engine (Google's managed ADK runtime). The ADK Web UI and orchestrator run on our own server — sufficient for a technical showcase.

Gemini inference still happens on Google's infrastructure (API callout); we do not host the model locally.

In production, Agent Engine is the stronger path: Google handles runtime security, scaling, and data-governance boundaries (VPC-SC, CMEK, audit). For this demo, self-hosted ADK + Gemini API keeps scope lean.

How to run

  1. Open the ADK Web UI in a new tab (button below).
  2. Pick a suggested prompt and click Copy.
  3. Paste into the ADK chat and send — the orchestrator routes to the right specialist.
Open ADK Web UI

Suggested prompts

Click Copy, paste into the ADK chat, and watch the orchestrator route to the right specialist.

Clinical & FDA

Routes to clinical_agent → query_fda_drug

  • Paxlovid FDA status

    What is the FDA approval status of Paxlovid? Include sponsor, approval date, and dosage form.

  • Eliquis profile

    Give me the full FDA profile for Eliquis — indication, application number, and sponsor.

  • Xeljanz Black Box

    Does Xeljanz have any Black Box Warnings? What is the FDA approval status?

  • Comirnaty vaccine

    What is the FDA status of Comirnaty? Who is the sponsor and what is the indication?

Supply chain

Routes to supply_agent → query_inventory

  • Aspirin Newark — CRITICAL

    How much aspirin inventory do we have in Newark? Is supply sufficient for the next 3 months?

  • Eliquis McPherson — LOW

    What is the supply status for Eliquis at McPherson, KS? How many months of supply remain?

  • Paxlovid all facilities

    Show Paxlovid inventory across all Pfizer facilities. Flag any CRITICAL or LOW status.

  • Comirnaty Q3 coverage

    Do we have enough Comirnaty stock at McPherson to cover Q3 demand?

Regulatory compliance

Routes to regulatory_agent → query_regulation

  • 21 CFR Part 11

    What are the key requirements of 21 CFR Part 11 for electronic records in clinical trials?

  • EU AI Act deadline

    What is the EU AI Act compliance deadline for high-risk AI systems in pharma? What are the key requirements?

  • ICH E6 GCP

    Summarize ICH E6(R2) Good Clinical Practice requirements relevant to data integrity.

  • cGMP Part 211

    What does 21 CFR Part 211 require for Pfizer manufacturing sites like Newark and Kalamazoo?

Cross-domain (orchestrator)

Orchestrator delegates to multiple specialists

  • Paxlovid approval + stock

    Is Paxlovid FDA approved and do we have enough inventory across all facilities for Q3?

  • Eliquis end-to-end risk

    For Eliquis: FDA approval status, current inventory at McPherson, and any relevant GMP compliance requirements.

  • Trial readiness check

    We are planning a Phase III trial for a new compound. What GCP requirements apply, and what FDA electronic records rules must our systems meet?