Who we work with

  • Indian API, intermediate and CDMO manufacturers
  • Cell-therapy and biologics manufacturing teams

Engagements

  1. Manufacturing‑Data Readiness Sprint

    Duration: 2 weeks

    An assessment of one batch-record, LIMS or MES data estate: what data exists, what can be extracted from PDF records with language models, and how it could be linked into a batch-genealogy view.

    Deliverables

    • Data inventory
    • Batch-genealogy model sketch
    • Extraction feasibility test on 20–50 sample documents
    • Prioritised roadmap
  2. Pharma Analytics Platform Blueprint

    Duration: 4 weeks

    A self-service analytics design for a small or mid-sized pharmaceutical or API manufacturer, covering governance, a KPI layer and build-versus-buy choices.

    Deliverables

    • Reference architecture
    • KPI dashboard specification
    • 90-day build plan
    • Cost sheet
  3. Portfolio & Market Intelligence Brief

    Duration: 2–3 weeks

    For API and CDMO manufacturers: a view of patent expiry, competitors and the sourcing landscape for three to five molecules, built from public data.

    Deliverables

    • Written brief
    • Data workbook
    • 45-minute walkthrough
  4. Fractional data lead

    Duration: Ongoing, part-time

    Part-time data leadership for teams without a data function: setting priorities, making architecture decisions and guiding the people doing the build.

    Deliverables

    • Scope agreed per engagement

Scope and fees

Scope and fees are agreed per engagement after an initial conversation about your data and goals.

What we do not do

We do not provide regulated GMP validation sign-off.

Not sure which engagement fits?

Describe the problem in a few sentences and we will suggest a starting point.

Contact us