Companies · SaaS / Software
Redwood City · CA, USA · SaaS / Software · founded 2012 · http://comprehend.com
Diligence memoA one-page analyst read on Comprehend — recommendation, valuation, rhythm, risks.→Comprehend: limited disclosed financing to assess.
Synthesized from the figures below est. — every claim rests on a number shown on this page.
Comprehend is one of 381 SaaS / Software companies tracked from Redwood City, CA, USA, on record since 2012. By capital raised it ranks in the upper tier (ahead of 86% of sector peers), and in the upper tier by modeled valuation est..
Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.
AI analyst read est. — model-extracted from this company's public description, not a verified fact. 30%
operates a technology-led product inferred from public copy
Grounded in: “You are a venture analyst”
SaaS to increase speed and quality of clinical trials.
Comprehend, the leader in Clinical Intelligence solutions, is focused on accelerating treatments to patients. Our suite of software applications provide clinical operations, data management and medical review teams with the critical insights and automation they need to improve the speed, safety and quality of their clinical trials. Designed to unify, monitor and analyze clinical data across disparate sources in real-time, Comprehend's Cloud software delivers solutions for CRO oversight, centralized monitoring, risk monitoring, data review and medical monitoring. Comprehend’s investors include Sequoia Capital, Lightspeed Venture Partners and Eminence Capital. Learn more at www.comprehend.com.
As reported in public records reported — not modeled.
Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.
No round amounts on record to chart.
No staged rounds to sequence.
Round size and date are reported; the stage label is inferred from round size. Valuation is modeled from stage benchmarks. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 381 companies in SaaS / Software. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.
Raised more than 86% of sector peers (real $). Modeled value above 86% of peers (estimate).
Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.
| Stage | Amount · real | Announced | Post-money · est | Value · est | Conf. |
|---|---|---|---|---|---|
| No rounds recorded. | |||||
Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.
Comprehend is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.
Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.
| Company | Sector | Stage | Raised · real | Value · est | Why similar |
|---|---|---|---|---|---|
| 42 | SaaS / Software | — | — | — | same sector |
| 500Friends | SaaS / Software | — | — | — | same sector |
| Abbot | SaaS / Software | — | — | — | same sector |
| Actiondesk | SaaS / Software | — | — | — | same sector |
| Advantage Club | SaaS / Software | — | — | — | same sector |
| Aerotime | SaaS / Software | — | — | — | same sector |
| AgendaPro | SaaS / Software | — | — | — | same sector |
| Airshared | SaaS / Software | — | — | — | same sector |
Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.
| Company | Sector | Stage | Value · est | Match |
|---|---|---|---|---|
| Comprehend Systems, Inc. | Computers | Series B | $182.3M | 75% |
| Astraea, Inc. AI Operating System for Clinical Development | AI / ML | Series A | $93.3M | 74% |
| Miracle Accelerate clinical trials with real-time, actionable insights | Biotech | — | — | 74% |
| Harbor AI-native CRO for clinical trial operations | Medical Devices | — | — | 73% |
| HealthKey AI-powered Patient Identification for Clinical Trials | Pharma | — | — | 73% |
| Livedocs A New Kind of Notebook for Data Storytelling | SaaS / Software | — | — | 73% |
| Baseline AI AI document creation and data management for clinical trials | Biotech | — | — | 72% |
| Delineate Agents for Accelerated Clinical Trial Design | Biotech | — | — | 72% |
See where Comprehend sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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