An AI workforce for the administrative and quality load — chasing, reconciling and authoring across EPR, LIMS and eQMS, with every untrusted input sandboxed.

Authors and version-controls SOPs, batch records and validation documents from approved templates, runs them through a vision-judged authoring loop so the rendered output is brand- and format-locked, checks drafts against the controlling standard, and manages the review-and-approval chain to release.

Outcome. Controlled documents that pass a GxP audit on first read, produced to template with the system having reviewed its own output and a full approval trail.

Triages inbound complaints and deviations, opens and tracks CAPAs and non-conformances through the quality system, chases owners to closure against regulatory timelines, and assembles audit-ready evidence packs — with all untrusted inbound content sandboxed away from any acting tool.

Outcome. Quality events move to closure on schedule with a tamper-evident record, so an MHRA or notified-body audit finds a complete, current trail.

Monitors open purchase orders and supply requisitions, chases supplier acknowledgements and late deliveries, reconciles goods-received against orders and invoices, and routes exceptions and price discrepancies to the right buyer with evidence attached.

Outcome. Supply-chain follow-up runs autonomously, keeping wards and labs stocked without a procurement officer living in the inbox.

Reconciles ledgers and cost centres, prepares management-accounts and budget-variance packs, and delivers a scheduled finance workbook by email — the recurring reconciliation work that consumes finance-team capacity in trusts and life-sciences firms alike.

Outcome. A reviewed finance pack with variance notes lands on a standing schedule, freeing qualified finance staff from manual reconciliation.

Tracks regulatory change (QMSR, ISO 13485, MHRA guidance), maps it to affected SOPs and processes, and assembles structured briefings and submission-support documentation against the relevant framework — grounded in cited sources, never confabulated.

Outcome. Regulatory change is caught and mapped to the documents it affects, with a sourced briefing instead of a quality lead reading bulletins by hand.

Triages non-clinical administrative inboxes — supplier, facilities, corporate and committee correspondence — prioritises, drafts replies in the right voice, and coordinates scheduling, with a hard boundary against any clinical or patient-care decision.

Outcome. The administrative load is cleared and routed automatically, returning senior time to the work only people can do — and never touching clinical judgement.