Massive Bio today announced the next-generation product suite within Reticulum Nexus™, introducing a coordinated set of AI agents, intelligent calculators, signal engines, patient navigation tools, ...
Autore: Business Wire
Sentinel Agents™, NexusPulse™ Intelligent Calculators, DrArturo AI™, Phoebe AI™, Patient Connect™, and TrialRelay™ create a real-time multi-agent orchestration layer for precision oncology access
CHICAGO: Massive Bio today announced the next-generation product suite within Reticulum Nexus™, introducing a coordinated set of AI agents, intelligent calculators, signal engines, patient navigation tools, and physician referral workflows designed to move oncology access from fragmented trial matching to closed-loop orchestration.
The new suite brings together Patient Connect™, TrialRelay™, NexusPulse™, Sentinel Agents™, DrArturo AI™, and Phoebe AI™ into a real-time multi-agent ecosystem for patients, physicians, sites, sponsors, advocacy organizations, and health systems.
“Most oncology AI tells you what might be possible,” said Arturo Loaiza-Bonilla, MD, MSEd, FACP, Co-Founder and Chief Medical AI Officer of Massive Bio. “Reticulum Nexus is designed to help make the next action happen. It detects the signal, explains the context, routes the referral, supports the patient, and keeps the journey moving.”
The Reticulum Nexus Product Suite
1. Patient Connect™: The Patient Digital Front Door
Patient Connect is the patient-facing entry point into the Massive Bio ecosystem. It enables patients to upload and share medical records, schedule appointments, receive clinical trial options selected based on their medical history and current condition, download personalized trial matching reports, and share those reports with physicians and loved ones.
Within Reticulum Nexus, Patient Connect becomes the patient journey layer where consent, records, education, engagement, AI-enabled matching, and human navigation begin.
2. TrialRelay™: The Physician Referral Orchestration Layer
TrialRelay is the physician-facing enrollment orchestration platform designed to replace passive referral networks with active, accountable handoffs. Powered by TrialRouter™ AI, TrialRelay supports physician-to-physician referral workflows and helps prevent patients from disappearing between identification and enrollment.
TrialRelay also integrates DrArturo AI capabilities, allowing physicians to summarize a patient’s disease by speech or text, identify matching trials, and refer patients for pre-screening.
3. NexusPulse™ Intelligent Calculators: Real-Time Oncology Decision Intelligence
Massive Bio is introducing a new generation of NexusPulse Intelligent Calculators, designed to convert real-world clinical, biomarker, referral, access, and operational signals into prioritized next actions.
Trial Opportunity Index™: A real-time score estimating whether a patient should be prioritized for trial education, biomarker testing, pre-screening, physician referral, or site activation based on diagnosis, line of therapy, biomarker profile, geography, available trials, and clinical trajectory.
Biomarker Reassessment Index™: A calculator designed to identify when repeat testing or molecular reassessment may be appropriate based on treatment history, disease progression, resistance patterns, prior biomarker status, evolving standards of care, and trial availability.
Enrollment Friction Score™: A predictive score identifying patients at risk of failing to reach enrollment despite potential eligibility, evaluating barriers including geography, transportation, insurance complexity, site responsiveness, referral delays, document gaps, language needs, and social determinants of health.
Referral Velocity Index™: A network intelligence metric measuring how quickly and reliably patient referrals move through physicians, sites, coordinators, and sponsor workflows.
Precision Access Equity Score™: A population-level metric designed to identify disparities in trial awareness, biomarker testing, referral completion, geographic access, site activation, and enrollment across underserved communities.
Progression Urgency Engine™: A clinical prioritization model designed to identify when a patient’s window for trial referral, biomarker reassessment, treatment transition, or patient outreach may be narrowing.
“Oncology teams do not need more dashboards,” said Çağatay Çulcuoğlu, Co-Founder, CTO & COO of Massive Bio. “They need intelligence that tells them what changed, why it matters, who needs action, and what should happen next. NexusPulse Intelligent Calculators are designed to turn signal into motion.”
4. Sentinel Agents™: Always-On Monitoring Across the Oncology Journey
The Sentinel Agent family is designed to monitor critical failure points across oncology access and activate workflows when a signal requires attention.
Sentinel Clinical™: Detects progression signals, treatment transition points, care gaps, missing documentation, biomarker retesting opportunities, and eligibility-relevant changes.
Sentinel Trial™: Monitors trial availability, inclusion and exclusion criteria changes, referral decay, site responsiveness, competing studies, and enrollment bottlenecks.
Sentinel Safety™: Supports adverse event signal extraction, toxicity pattern monitoring, CTCAE-informed workflows, and safety escalation pathways.
Sentinel Equity™: Identifies access disparities, social-needs barriers, underrepresented population gaps, rural access challenges, language barriers, and support-resource needs.
Sentinel Operations™: Tracks workflow delays, missing records, consent gaps, coordinator escalation needs, site communication delays, and unresolved patient journey steps.
The goal is not simply to observe the patient journey. The goal is to detect failure early enough to intervene.
5. DrArturo AI™: The Clinician Intelligence Agent
DrArturo AI is the clinician-facing intelligence layer within Reticulum Nexus, designed to give oncologists a faster, clearer, more connected path from clinical context to action. DrArturo AI does not replace the oncologist. It supports longitudinal patient summary generation, trial eligibility and exclusion logic review, biomarker and line-of-therapy interpretation, guideline-grounded clinical context retrieval, speech- or text-based patient disease summarization, physician referral support through TrialRelay, pre-screening workflow activation, and human-in-the-loop escalation when uncertainty is high.
6. Phoebe AI™: The Patient Navigation Intelligence Agent
Phoebe AI is the patient-facing counterpart to DrArturo AI: the digital oncology navigator that helps patients understand where they are, what is needed, and what happens next. Phoebe AI supports patient education and trial awareness, consent pathway guidance and record collection reminders, multilingual engagement, appointment and referral coordination, social-needs triage and ACS ACTS resource activation, and longitudinal follow-up with patient-friendly explanations of next steps.
Multi-Agent Orchestration: One Patient, Many Coordinated Agents
The power of Reticulum Nexus is not any single agent. It is the orchestration among agents.
A patient can enter through Patient Connect, upload records, and consent to matching. DrArturo AI can structure the clinical context. OpenAI-enabled parameterization can support protocol interpretation and machine-readable eligibility logic. NexusPulse can calculate trial opportunity, biomarker reassessment need, enrollment friction, referral velocity, equity gaps, and urgency. Sentinel Agents can monitor for clinical, operational, safety, equity, and referral risks. TrialRelay can coordinate physician-to-physician handoff. Phoebe AI can support the patient through education, reminders, and navigation. ACS ACTS resources can help address practical barriers.
Massive Bio’s collaboration with OpenAI is focused on transforming complex trial criteria from sponsors and public registries into structured, machine-readable parameters to support pre-screening across oncology and hematology indications.
Built for Trust: DiMe, CMS, ACS, OpenAI, and Evidence
The Reticulum Nexus suite is supported by a trust architecture that differentiates Massive Bio from AI-only entrants.
Massive Bio has earned the DiMe Seal and is listed in the CMS Medicare App Library, a trusted directory where Medicare beneficiaries can discover vetted digital health tools. The official Medicare.gov listing describes Massive Bio Patient Navigator as helping cancer patients find matched clinical trials and personalized care options based on diagnosis, genomic profile, and treatment history.
The American Cancer Society states that ACS ACTS works with Massive Bio for AI-driven clinical trial matching services, providing tailored trial options and support resources for patients.
Massive Bio’s prospective study reported four-times-faster AI-driven trial matching with oncologist-confirmed accuracy across 3,804 cancer patients, more than 157,000 clinical document pages, and more than 17,000 confirmed matches.
“AI in oncology has reached an inflection point,” said Selin Kurnaz, PhD, Co-Founder and CEO of Massive Bio. “The next generation will not be defined by who has the most impressive demo. It will be defined by who can deliver trusted, measurable, equitable, real-world coordination at scale. That is what Reticulum Nexus is built to do.”
About Massive Bio
Massive Bio, co-founded by Selin Kurnaz, PhD, Arturo Loaiza-Bonilla, MD, and Çağatay Çulcuoğlu, transforms the pharmaceutical value chain with AI-driven solutions. As an AI-enabled real-world data company, Massive Bio streamlines patient journeys, improves access to cutting-edge treatments, and optimizes clinical trial operations across 17 countries. A founding member of the CancerX public-private partnership and participant in the White House Cancer Moonshot initiative, the company continues to lead the way in ethical AI and data-driven innovation.
For more information, visit www.massivebio.com.
Fonte: Business Wire