×

Access all guidelines and regulatory updates on

QuriousRI
×

Access all guidelines and regulatory updates on

QuriousRI

Artixio

Request a Consultation
Menu
Menu
Request a Consultation
  • Home
  • >
  • Products
  • >
  • Discover-Rx: Artificial Intelligence in Drug Discovery

Discover-Rx, AI-Guided Drug Discovery Simulation Platform

Discover-Rx is AI-guided drug-discovery hyposthesis platform that helps with indication and drug target discovery and safety assessment across therapeutic areas and modalities to assist with research, literature search for clinical trial design.
Regulatory operations consultant

Services We Offer

Solution by Countries

Our Industries

AI-Guided Drug Discovery, Target Discovery & Clinical Trial Design Platform

Discover-Rx helps drug discovery teams from biopharmaceutical industry to explore the disease, modality, target gene universe to assist discovery of potential targets for desired indications. The platform leverages six workflows, human review-gated steps, right from target gene to indication discovery, disease to novel candidate targets identification, multi-organ risk profile for a target gene and expansion to multiple indications, combinations.
The platform queries the Discover-Rx knowledge graph, runs specialized LLM agents to identify, score and prioritize the hypotheses with audit ready reports supporting R&D and bench-to-bedside scientists. Discover-Rx assists with comprehensive literature search, research and design clinical trials using 6 steps protocol builder to design the eligibility, arms, power calculations, published-trial landscape with site geo-mapping.

Platform

Guided Discovery Workflows (6 review-gated steps)

  • Indication Discovery : Offers live target gene identification to ranked therapeutic indications
  • Target Discovery : Provides live disease to novel candidate targets. Also, provides clusters for related diseases.
  • Safety Assessment : Live assessment of multi-organ risk profile for a target gene
  • Coming soon : Indication Expansion · Combination Discovery · Hypothesis De-risking · Biomarker ID
  • Every project navigates through 24+ therapeutic areas, custom tags, therapeutic modality (small molecule / antibody / ADC / ASO / peptide), inhibitor vs activator Mechanism of Action, decision objective and safety boundaries
  • Edit-protection : pipeline-affecting changes warn before invalidating downstream runs protecting the edits through the workflow

Knowledge Graph Exploration

Regulatory affairs consulting support

Entity search with CUI autocomplete; node-degree / centrality analytics

Regulatory affairs consulting support

Entity search with CUI autocomplete; node-degree / centrality analytics

Configurable extraction dimensions — direct, anatomy-mediated, drug-class precedent, metabolite-mediated — with per-dimension score thresholds and relationship-type filters
Regulatory affairs consulting support
Regulatory affairs consulting support
Candidate triage table: sortable association scores, disease-type / therapeutic-area breakdown, exclusion lists, disease disambiguation
Regulatory affairs consulting support
Sentence-level evidence with PubMed IDs; every run versioned by analysis-run ID

AI Agent Scoring & Prioritization

Regulatory Affairs
LLM relationship validation filters edges to mechanistically-supported only (direct vs pathway-indirect vs correlative)
Regulatory Quality-Management
LLM relationship validation filters edges to mechanistically-supported only (direct vs pathway-indirect vs correlative)
Regulatory Market Access
6-dimension biological assessment, scored 0–100 with HIGH/MED/LOW confidence + rationale + cited PMIDs:
Regulatory consulting experts – Artixio
Pathway Centrality · Proof-of-Concept Evidence · Safety & Risk · Clinical Translatability · Model Systems · Genetic Evidence
Regulatory consulting experts – Artixio
Composite score → ADVANCE / CONDITIONAL / DEPRIORITIZE recommendation
Regulatory consulting experts – Artixio
Live re-weighting — drag dimension sliders; rankings recompute instantly, no rerun
Regulatory consulting experts – Artixio

Score-distribution histograms, side-by-side candidate comparison, recommendation/MoA/score filters

Regulatory consulting experts – Artixio

Run pinning (model, prompt, rubric, temperature frozen) for full reproducibility

Copilot — Context-Aware Assistant

  • Streaming chat, step-aware suggestions, auto follow-up questions, model selector
  • Tri-state web search (Always / Auto / Off) with source citations
  • Slash commands: /fill /summarize /explain /compare /evidence /log
  • Evidence tools fetch literature sentences for direct & multi-hop relationships

Toolbox

  • Network Explorer — interactive KG graphs (force / tree / circle-pack / arc layouts), visual pipeline builder, node/edge inspector, saved & shareable networks
  • Custom Reports — entity-driven, template-based AI narrative reports with KG data
  • Trial Designer — 6-step protocol builder: eligibility, arms, power calc, published-trial landscape with site geo-mapping, export
  • Literature Radar — entity watchlists, filtered article feeds, trend synopses
  • Research Assistant — multi-source literature Q&A with figure/review filters and file upload

Exports & Auditability

  • PDF · Excel · PPTX · DOCX · JSON — ranked hypotheses, per-dimension scores, evidence, recommendations
  • Every export stamped with analysis-run ID, KG snapshot, model IDs, prompt/rubric versions, timestamp
  • Org-branded report templates (logo, cover, disclaimer); Mermaid diagrams embedded

Collaboration, Security & Administration

Compliance consulting services company

Role-based sharing — OWNER / EDITOR / VIEW_ONLY — per project, network, report, trial design, and research conversation; optional org-wide visibility

Compliance consulting services company

SSO via Google · Microsoft Entra ID · Okta, domain whitelisting, auto-provisioning

Compliance consulting services company

User & org management: roles, suspend/reactivate, password reset, welcome emails

Compliance consulting services company

Comprehensive audit log (sessions, projects, KG queries, copilot, sharing) with LLM token/cost analytics

Compliance consulting services company

Multi-tenant isolation by DB schema + Redis namespace; org-editable platform theming

FAQs

How can Discover-Rx help my R&D team with target and indication discovery?
Discover-Rx helps R&D teams through indication identification by identifying genes related to indication followed by novel target identification for identified genes. The platform enables safety assessment on multi-organs risk profile for the target genes. Discover-Rx further offers in-suite clinical trial design through a six step protocol builder integrated with literature search and analysis platform.
Simply write to info@artixio.com and our team will assist you with the process.

Regulatory Affairs Across Multiple Countries

India Artixio – Regulatory affairs consulting expert

India

Singapore Artixio – Regulatory affairs consulting expert

Singapore

Mexico Artixio – Regulatory affairs consulting expert

Mexico

Brazil Artixio – Regulatory affairs consulting expert

Brazil

Vietnam Artixio – Regulatory affairs consulting expert

Vietnam

Malaysia Artixio – Regulatory affairs consulting expert

Malaysia

Argentina Artixio – Regulatory affairs consulting expert

Argentina

Colombia Artixio – Regulatory affairs consulting expert

Colombia

Taiwan Artixio – Regulatory affairs consulting expert

Taiwan

China Artixio – Regulatory affairs consulting expert

China

Europe Artixio – Regulatory affairs consulting expert

European

Thailand Artixio – Regulatory affairs consulting expert

Thailand

Indonesia Artixio – Regulatory affairs consulting expert

Indonesia

Philippines Artixio – Regulatory affairs consulting expert

Philippines

USA Artixio – Regulatory affairs consulting expert

USA

Japan Artixio – Regulatory affairs consulting expert

Japan

Qatar

South Korea

Explore Our Global Coverage

Insights from Artixio - Tips & Articles

Orphan Drug Designation in South Korea (MFDS)

Orphan Drug Designation in

Orphan Drug Designation (ODD) is regulated by Ministry of Food and Drug Safety (MFDS)...

March 29, 2026
AI For Monitoring Regulatory Updates In Pharmaceuticals & Medical Devices

AI For Monitoring Regulatory

Regulations in pharma and medical devices don’t stand still. They change as new technologies...

February 14, 2026
Artificial Intelligence (AI) and Machine Learning (ML) in Drug Discovery

Artificial Intelligence (AI) and

Artificial Intelligence (AI) and Machine Learning (ML) in drug discovery offer new possibilities for...

February 16, 2026

Get in touch

×