Rankings/ConcertAI
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ConcertAI

NativePrivateUpdated November 3, 2026

Real-world-data/oncology analytics for cancer research

CEO
Eron Kelly
Founded
2017
HQ
Cambridge, United States
Total Funding
$300M
Employees
501-1000
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Healthcare Tools
33.9Bluescore
Momentum—
Market MapLocked
Rank change (7d)-14

Products & Offerings

CARAai

ConcertAI's multi-LLM agentic AI platform, built with NVIDIA, that powers its clinical development, real-world evidence and commercial applications.

PlatformEnterpriseCore Platform

Accelerated Clinical Trials (ACT)

Enterprise agentic AI workflow platform that helps sponsors and CROs with protocol design, site selection, activation, recruitment and study monitoring.

EnterpriseEnterpriseHigh Growth2026

Precision360

Real-world dataset for oncology research that links clinical, genomic and other data from ConcertAI's provider network, including Foundation Medicine data.

DataEnterpriseFlagship

CancerLinQ Suite

Point-of-care oncology intelligence and quality platform for cancer centers, with AI-driven clinical trial matching added at ASCO 2026.

PlatformEnterpriseLive

Cadence Suite

AI-native platform for pharma commercial teams that tracks the patient journey and flags access barriers to therapy.

EnterpriseEnterpriseEmerging2026

Executive Summary

What they do

  • Licenses oncology real-world data linked to clinical, genomic and imaging records
  • Sells agentic AI SaaS for designing trials, choosing sites and recruiting patients
  • Runs CancerLinQ point-of-care intelligence and TeraRecon AI tools for medical imaging

Why it matters

  • Says its ACT platform can cut overall trial timelines by 10-20 months
  • Foundation Medicine partnership adds genomic data linked to clinical records for research
  • CARAai platform built with NVIDIA brings multi-LLM agents to oncology workflows

Best fit

  • Pharma and biotech oncology teams running real-world evidence and trial programs
  • CROs and research site networks that want AI trial matching and enrollment
  • Cancer centers and oncology practices looking for quality and decision support

Watch-outs

  • Unclear who leads the company after the announced CEO transition
  • Last disclosed funding was a $150M Series C in 2022
  • Employee reviews mention repeated layoffs, offshoring and data-quality concerns

Latest News

GetLatka · 2 months ago

Positive

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Analyst VerdictEvaluate

ConcertAI is one of the few independent oncology real-world data vendors at scale. It offers a broad stack covering linked clinical-genomic data, CancerLinQ and agentic AI trial tools, which puts it alongside Flatiron Health, Tempus and IQVIA on most oncology shortlists. Buyers should run a structured evaluation that checks data provenance, completeness and refresh cadence. They should also test the claimed trial-acceleration results on their own studies and confirm leadership stability and long-term financial support before signing multi-year contracts.

Signal Provenance

Latest observation date and source for each signal category

Signal CategoryLast UpdatedSource
Funding Signals
Last funding round, Funding stage
Oct 31, 2026Montclare research agents
Hiring Velocity
Headcount, Headcount growth
Nov 3, 2026Montclare research agents
Technical Output
Research papers, GitHub activity
Nov 1, 2026Montclare research agents
News Sentiment
News mentions, News sentiment
Nov 3, 2026Montclare research agents
Partnership Signals
Enterprise partnerships, Distribution partners
Oct 9, 2026Montclare research agents
Revenue Indicators
ARR estimate, Revenue growth
Nov 3, 2026Montclare research agents
Leadership Signals
CEO tenure, Founder-led
Nov 3, 2026Montclare research agents
Competitive Position
Category rank, Market share
Nov 3, 2026Montclare research agents

Why this Bluescore?

6 dimensions, each scored 0–10 against all — companies. Each adds its weight × score to the Bluescore — see methodology

D1 · Business Model & Revenue (21%)
4.1
+8.7 of 21 pts · 26th pct
D2 · Product Depth (21%)
2.5
+5.3 of 21 pts · 9th pct
D3 · Data & Model Moat (19%)
3.5
+6.7 of 19 pts · 25th pct
D4 · Talent & Research (16%)
2.2
+3.5 of 16 pts · 4th pct
D5 · Customer Adoption (13%)
4.2
+5.4 of 13 pts · 12th pct
D6 · Investment Momentum (10%)
4.3
+4.3 of 10 pts · 41th pct

Risks

Announced leadership change leaves current CEO and strategic direction unconfirmed
Medium
No new disclosed funding since 2022 Series C may limit investment
Medium
Employee reviews raise concerns about data quality and offshored abstraction work
Medium
Strong competition from Roche-owned Flatiron, Tempus and IQVIA in oncology data
Medium
Trial-acceleration claims for the agentic ACT platform rest mostly on vendor figures
Low
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