We serve government health agencies and large commercial pharma and hospital enterprises — bridging raw, fragmented data and the decisions their people have to act on and defend. Each area below starts as a single work package with a measurable outcome, built from modules that already exist.
Agent HERO is a suite of domain agents, grounded in MeSI, that cover the institutions below from early development through post-market. Pick who you are — the relevant agents and benefits follow.
Early regulatory precedent and literature landscaping, so strategy is grounded before protocols are locked.
Evidence planning, economic model groundwork, and trial-related medical and scientific response.
Dossier assembly, compliance checks, and HTA/payer submissions built from the same evidence base.
Launch materials and localized value dossiers, generated market by market.
Continuous signal detection and ongoing scientific response, not periodic batch review.
Predicate device and pathway scanning alongside clinical literature for design inputs.
Economic modelling for reimbursement coding and clinical evaluation report support.
510(k), PMA, and CE-mark dossier assembly against the standards that actually apply.
Launch collateral and payer value stories, so reimbursement isn't an afterthought.
Complaint and adverse-event trend monitoring for post-market surveillance reporting.
Horizon scanning of emerging technologies and how comparable agencies elsewhere have assessed them.
Faster, traceable summaries of the clinical and real-world evidence submitted to you.
A clearer, more consistent view of the dossier standards manufacturers face across markets.
Post-authorization commitment tracking and label/claims compliance monitoring.
Safety-signal and real-world evidence review, with less routine effort spent on triage.
All agents are grounded in MeSI, Eclypse's quality-gated evidence base. Learn more about Agent HERO →
The evidence already exists. The cost is re-assembling it for every market, payer, and format. One governed evidence base generates value dossiers, HTA submissions, and local value stories on demand — built for global and regional market access, HEOR, medical affairs, and local affiliate teams.
Proof: a global pharma reused one knowledge base across 8 APAC markets — dossier creation moved from weeks to days.
Economic modelling specifically runs through Agent HERO, grounded in MeSI's evidence base.
Read the full breakdown →Recruitment fails on eligibility, not intent. Structured and unstructured records hold the answer, but they sit inside the site's walls — where the AI has to go. Built for clinical development, trial operations, feasibility, and data science teams, with academic and hospital study sites.
Proof: a top-5 pharma intermediate-AMD study targets 2× the historical screen rate with GDPR-compliant, site-resident data.
Read the full breakdown →High-cost, short-shelf-life inventory managed in spreadsheets between systems that never agreed on a unit of measure. The platform unifies the data, forecasts demand, and explains every order it proposes. Non-clinical operations only — no diagnosis, no treatment decisions. The same modules run outside healthcare too: medtech distribution, manufacturing, and public-sector procurement.
Proof: a public hospital oncology pharmacy runs the full chain, built entirely from registered, reusable tools.
Read the full breakdown →Regulators carry rising submission volume with fixed headcount, and cannot send a single document to a public model. The workflow has to run inside government cloud — built for health authorities, regulatory agencies, and public health bodies.
Proof: live in Singapore's Government Commercial Cloud, extended one work package at a time on shared modules.
Read the full breakdown →Every submission starts as a document problem before it's a compliance problem. The same extraction, compliance-check, and audit-trail modules that run inside a regulator's cloud also run on the sponsor side — built for regulatory affairs, medical writing, and labelling teams at pharma and biotech sponsors.
Proof: the same registered modules already run inside Singapore's Government Commercial Cloud, on the regulator's side of the same transaction.
Read the full breakdown →
Our proprietary AI orchestration platform for healthcare: one engine, a registry of reusable task modules and domain agents, and a governed knowledge base — deployed inside your walls and run by your team.