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AI agents that integrate and analyze multimodal clinical data to personalize care pathways and accelerate precision research
- Sector
- Biotech
- Headquarters
- CAMBRIDGE, MA
- Latest Form D
- $2.7M, Nov 2022
- Total capital
- $12.3M
- Federal grants
- None on recordNo awards found in SBIR/STTR, NIH, NSF or DoD records.
- Private capital raised
- $12.3M
- 2 Form D · last Nov 2022
- 48 months since last filing
- Federal contracts
- None on recordNo federal contract awards found.
- Granted patents
- 23
- 17 pending · first 2024
- Rank in peer group#1 of 55
Capital timeline
Latest events
- Private capital raisedForm D · SEC · 2nd filing$2.7M
- Private capital raisedForm D · SEC · 1st filing$9.6M
Node area is scaled to amount. Form D reports securities sold, which can differ from an announced round; filings are numbered in the order they were made.
Standing among 55 peers
Line = medianBiotech · Software
- Granted patents#1 · top 2%
Cumulative measures favor older companies. Rankings describe position today, not outcome. Below the median, ranks show as a band rather than a number.
Founders and team
Researcher links verified by same-company patents and grants- Murali AravamudanResearcherExecutive Officer, DirectorLinked by 4 patents
- Agustin MarquezExecutive OfficerNamed in SEC Form D filings
- Ajit RajasekharanExecutive OfficerNamed in SEC Form D filings
- Andrew DanielsenDirectorNamed in SEC Form D filings
- David GoelDirectorNamed in SEC Form D filings
- Harris FishmanExecutive OfficerNamed in SEC Form D filings
Show all 10 people
- John HalamkaDirectorNamed in SEC Form D filings
- Thomas McNaughtonExecutive OfficerNamed in SEC Form D filings
- Tim BarrowsDirectorNamed in SEC Form D filings
- Venkataramanan SoundararajanExecutive OfficerNamed in SEC Form D filings
What it has protected
USPTO · 23 granted of 40- New patentApparatus And Methods For Expanding Clinical Cohorts For Improved Efficacy Of Supervised LearningUSPTOUS 12,762,418
- GrantedApparatus And Methods For Generating Obfuscated Data Within A Computing EnvironmentUSPTOUS 12,717,819
- GrantedApparatus And Method For Responding To A User Query By Generating A Data StructureUSPTOUS 12,700,481
Show all 40 patent records
- Apparatus And Methods For Expanding Clinical Cohorts For Improved Efficacy Of Supervised LearningOct 13, 2026 · US 12,762,418Granted
- Apparatus And Methods For Generating Obfuscated Data Within A Computing EnvironmentAug 25, 2026 · US 12,717,819Granted
- Apparatus And Method For Responding To A User Query By Generating A Data StructureAug 4, 2026 · US 12,700,481Granted
- Systems And Methods For Computing With Private Healthcare DataJul 30, 2026 · Application 19570802Pending
- Systems And Methods For Mapping A Term To A Vector Representation In A Semantic SpaceJul 7, 2026 · US 12,675,493Granted
- Systems And Methods For Retrieving Clinical Information Based On Clinical Patient DataJun 16, 2026 · US 12,658,289Granted
- Apparatus And A Method For The Anonymization Of User DataMay 7, 2026 · Application 19434580Pending
- Systems And Methods For Computing With Private Healthcare DataMay 5, 2026 · US 12,619,782Granted
- Systems And Methods For Deidentification Of Unstructured Data Using Semi-structured ElementsMar 26, 2026 · Application 18892303Pending
- Apparatus And Method For Responding To A User Query By Generating A Data StructureFeb 19, 2026 · Application 18808618Pending
- Apparatus And Method For Leveraging A Repository Of Images Containing Implant Devices In A Human BodyFeb 19, 2026 · Application 19022576Pending
- Apparatus And Method For Generating Algorithm Modules Based On A Plurality Of Published Guidelines Using Machine LearningFeb 12, 2026 · Application 18795897Pending
- Apparatus And Method For Training A Machine Learning ModelFeb 5, 2026 · Application 19055998Pending
- Systems And Methods For Prediction Of Medical DiseasesFeb 5, 2026 · Application 18794664Pending
- Apparatus And A Method For The Anonymization Of User DataJan 20, 2026 · US 12,530,498Granted
- System To Identify Size And Location Information From Unstructured InputsJan 6, 2026 · US 12,518,099Granted
- Configuring A Generative Machine Learning Model Using A Syntactic InterfaceDec 25, 2025 · Application 18984951Pending
- Apparatus And A Method For Generating A Dictionary Data Filter For Data DeidentificationDec 18, 2025 · Application 18927829Pending
- Apparatus And Method For Optimizing An Operation Using A DeviationNov 11, 2025 · US 12,468,954Granted
- Apparatus And Method For Generating A Medical Database QueryOct 23, 2025 · Application 18643174Pending
- Apparatus And Methods For Attribute Detection In Anatomy DataOct 23, 2025 · Application 19229776Pending
- Apparatus And Methods For Generating Obfuscated Data Within A Computing EnvironmentOct 9, 2025 · Application 18927813Pending
- Systems And Methods For Retrieving Patient Information Using Large Language ModelsOct 2, 2025 · Application 19048497Pending
- Apparatus And Method For Note Data Analysis To Identify Unmet Needs And Generation Of Data StructuresSep 30, 2025 · US 12,430,378Granted
- Method And System For Determining Relationships Between Linguistic EntitiesSep 2, 2025 · US 12,406,136Granted
- Apparatus And Method For Locating A Position Of An Electrode On An Organ ModelJul 3, 2025 · Application 19005247Pending
- Apparatus And Methods For Attribute Detection In Anatomy DataJul 1, 2025 · US 12,347,570Granted
- Apparatus And Method For Generating Annotations For Electronic RecordsJun 19, 2025 · Application 18763342Pending
- Systems And Methods For Adaptively Improving The Performance Of Locked Machine Learning ProgramsJun 17, 2025 · US 12,333,393Granted
- Apparatus And Method For Training A Machine Learning ModelMar 25, 2025 · US 12,259,864Granted
- Systems And Methods For Retrieving Patient Information Using Large Language ModelsMar 18, 2025 · US 12,254,005Granted
- Apparatus And Method For Leveraging A Repository Of Images Containing Implant Devices In A Human BodyFeb 18, 2025 · US 12,229,962Granted
- Apparatus For And Method Of De-identification Of Medical ImagesFeb 6, 2025 · Application 18927795Pending
- Systems And Methods For Computing With Private Healthcare DataFeb 4, 2025 · US 12,216,799Granted
- Apparatus And Method For Locating A Position Of An Electrode On An Organ ModelFeb 4, 2025 · US 12,213,774Granted
- Configuring A Generative Machine Learning Model Using A Syntactic InterfaceJan 28, 2025 · US 12,211,598Granted
- Apparatus For And Method Of De-identification Of Medical ImagesJan 21, 2025 · US 12,204,681Granted
- Systems And Methods For Computing With Private Healthcare DataJan 21, 2025 · US 12,205,691Granted
- Compositions And Methods For Treating SARS-COV-2 InfectionsJan 7, 2025 · US 12,187,766Granted
- Apparatus And A Method For Generating A Dictionary Data Filter For Data DeidentificationDec 31, 2024 · US 12,182,311Granted
Related companies, and why
- Genprex, Inc.Similar federal contract value in Biotech · null in contracts
- Convelo Therapeutics, Inc.Similar federal contract value in Biotech · null in contracts
- Octagon Therapeutics, Inc.Similar federal contract value in Biotech · null in contracts
- HDL THERAPEUTICS, INC.Similar federal contract value in Biotech · null in contracts
- Encellin, Inc.Similar federal contract value in Biotech · null in contracts
- MACROGENICS INCSimilar federal contract value in Biotech · null in contracts
Regulatory activity · Biotech
- New Animal Drugs; Approval of New Animal Drug Applications; Withdrawal of Approval of New Animal Drug Application; Change of SponsorFood and Drug Administration
- Medical Devices; General and Plastic Surgery Devices; Classification of the Skin Patch for Treatment of HyperhidrosisFood and Drug Administration
- Medical Devices; Anesthesiology Devices; Classification of the Monitor for Opioid Induced Impairment of OxygenationFood and Drug Administration
- Medical Devices; Orthopedic Devices; Classification of the Medial Knee Implanted Shock AbsorberFood and Drug Administration
- Medical Devices; Neurological Devices; Classification of the External Lower Extremity Nerve Stimulator for Restless Legs SyndromeFood and Drug Administration
- Medical Devices; General Hospital and Personal Use Devices; Classification of the Infant Supine Sleep SystemFood and Drug Administration
Rules are matched to sector, not to company. Recent activity in a sector is context rather than a signal about this business — until rules are matched to what a company actually builds, the section is shown as context and nothing more.
Sources
Federal grants from SBIR/STTR, NIH, NSF and DoD records. Federal contracts from USAspending.gov. Private capital from SEC Form D. Patents from USPTO. Publications from OpenAlex. Regulatory activity from the Federal Register. Press matched on company name.
How to read this page
Figures show associations in public records, not causes or predictions. Nothing here is investment advice. An em-dash means no record was found under this company's name, not that none exists.
Data freshness
SEC Form D filings through . SBIR and STTR awards through .