Industries/Pharma & life sciences/Sourcing Agent

Capacity RFQs,technical and commercial scoring.

Teams run RFQs under time pressure with uneven technical questionnaires from suppliers. The Sourcing Agent structures technical and commercial questions, scores responses on criteria you define, documents negotiation rounds, and presents awards technical operations approve before commercial close.

Scenarios in pharma & life sciences

Document-level examples buyers in this industry run through Sourcing Agent.

  • Secondary packaging RFQ

    Suppliers answer line-speed and changeover questions. The agent scores technical fields alongside commercial bids before recommending an award.

  • CMO capacity RFQ

    Capacity bids include yield assumptions. The agent normalizes commercial terms and logs clarifications for the quality record.

  • Backup packaging after risk alert

    Linked to Supplier Risk, the agent documents why backup capacity is solicited and records negotiation rounds.

What the agent checks

Core Sourcing Agent rules, phrased for pharma & life sciences procurement.

  • Technical and commercial weights sum to 100%
  • Blocked suppliers excluded
  • Cost, lead time, quality fields, and risk scored
  • Negotiation guardrails on capacity commits
  • Must-have quality fields enforced
  • Award logged vs project budget

How it works

Same pipeline as the live Sourcing Agent module.

  1. 1

    Parse the brief

    Extract quantity, category, delivery window, and unit from plain language and estimate budget from catalog or historical pricing.

  2. 2

    Publish the RFQ

    Set evaluation criteria with weights that sum to 100%, invite qualified suppliers, and exclude blocked vendors.

  3. 3

    Collect and score bids

    Normalize cost, lead time, warranty, payment terms, and supplier risk into a weighted matrix and rank respondents.

  4. 4

    Negotiate in rounds

    Run guardrailed rounds — target price, walk-away, must-have warranty — with deterministic concession logic; Stellitron Intelligence phrases the messages.

  5. 5

    Recommend award

    Present the winning supplier, unit economics, and savings vs budget; award updates the event and logs impact.

Questions buyers ask

Can QA edit technical weights?

Owners can republish criteria with logged changes.

Are supplier bids simulated?

Demo bids are deterministic; production uses your portal.

Who approves selection?

Technical operations before commercial award.

Does this replace quality audits?

No. Audits remain your QA process.

More agents for Pharma & life sciences

Sourcing Agent in other industries

Pharma & life sciences industry hub·Sourcing Agent hub

Run it on your own document

Register, paste or upload a dummy invoice, contract, purchase request, or supplier brief, and watch the agents read it, check it, and explain what they would do.