Companies · Software / Tech

Biobot Analytics, Inc.Winter 2018Active

CAMBRIDGE · MA, USA · Software / Tech · refined from filed group “Other · founded 2017 · http://biobot.io

Diligence memoA one-page analyst read on Biobot Analytics, Inc. — recommendation, valuation, rhythm, risks.
$41.0M
Total raised · real
3
Rounds
0.8×
Latest step-up
Top 12%
Sector rank · raised
Series B
Latest stage · inferred · Fri May 23 2025 00:00:00 GMT+0000 (Coordinated Universal Time)

Biobot Analytics, Inc. looks fair against its niche peers and is active on financing cadence.

Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the technology sector profile.

Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.

Fair
  • Modeled value is 0.74× the median modeled value of Series B Software / Tech companies in 2025–2027 (95 peers) — value vs value, same stage and era.
  • Within the normal band (74% of peer median) for its niche.
Active
  • Last raise 13 mo ago; this sector typically re-raises about every 13 months.
  • Raising on or ahead of the sector's normal rhythm.
Leadership

No named principal in this company's public records yet — see all operators below.

Explore how these operators interlock with other companies in the operator network.

Where it sits in Software / Tech

Biobot Analytics, Inc. is one of 3920 Software / Tech companies tracked from CAMBRIDGE, MA, USA, on record since 2017. By capital raised it ranks in the upper tier (ahead of 89% of sector peers), and mid-pack 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

Population health analytics powered by wastewater.

Our mission is to transform wastewater infrastructure into public health observatories. Named as one of Fast Company’s most innovative companies in the world in 2021, Biobot Analytics is a wastewater epidemiology company and uses technology developed at MIT to measure biomarkers in sewage to better understand population health in cities. We first launched an opioid product to support government and public health officials in responding to the opioid epidemic, and in 2020 launched a Covid19 product to estimate the scope and trend of the outbreak in communities. We have operated in almost 500 communities across 43 U.S. states, generating Covid19 case estimates for over 13% of the U.S. population. Battling the opioid epidemic and now the Covid19 pandemic is just the beginning - we’re transforming sewage into a data asset and building a public health database. Eventually, Biobot data will be an early warning system for disease outbreaks, a map of nutrition disparities, and more. Please visit our website at www.biobot.io

Health TechAnalytics
Find Biobot Analytics, Inc. online

As reported in public records reported — not modeled.

US
Jurisdiction
Rule 506(b)
Reg D exemption
46
Investors (latest)
2025-05-23
First sale
Amount raised vs valuation, by round

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.

Amount raised · realModeled valuation · estCumulative funded · real
$0$125M$250M$375M$500MSeries A · 2020-04-03 Raised $6.7M (real) Modeled valuation $187M (est)$6.7M$187MSeries A2020Series B · 2021-07-23 Raised $21M (real) Modeled valuation $438M (est)$21M$438MSeries B2021Series B · 2021-07-23 Raised $16M (real) Modeled valuation $339M (est)$16M$339MSeries B2021Series B · 2025-05-23 Raised $13M (real) Modeled valuation $74M (est)$13M$74MSeries B2025+$21M+$16M+$13MCumulative $57M

The line shows cumulative reported funding over the period; + labels show new capital added between points when there is room. Toggle on-bar figures, plus the niche-peer and market averages, to read this company against its cohort. Benchmarks are modeled medians.

Financing ladder & sequence gaps
Series A$6.7M · 2020
Series B$20.8M · 2021
Series B extension$16.1M · 2021
Series B extension$13.5M · 2025

Stages are modeled from round size (public records carry no series label). No record for: Pre-Seed, Seed — the company may have raised it under a different exemption, merged it into an adjacent record, or skipped it. Sequence completeness: 50%.

Modeled valuation trajectory
$73.5M
Base estimate est.
$33.0M
Conservative case
$110.9M
Upside case
$74.7M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Series Ba $15M–$40M round). Valuation is modeled from stage benchmarks scaled by the technology sector profile. Directional, not a quoted figure.

Series A · modeled $187.0M · 2020-04-032020Series B · modeled $437.5M · 2021-07-23Series B · modeled $339.0M · 2021-07-23Series B · modeled $73.5M · 2025-05-232025
Model inputs · modeled:benchmark-stage-stepup-v1
18%
Dilution assumption
Implied ownership sold in the financing.
67%
Survival probability
44% low · 81% high
1.42×/yr
Annual markup
1.72×/yr upside case
1.1 yr
Elapsed time used
1.1 yr actual, capped for stale marks
technology
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
21 mo
Avg between rounds
$8.0M/yr
Capital velocity
6.2 yr
On record since
2020
First round
4
Rounds on file
How it compares to the market

Benchmarked against 3920 companies in Software / Tech. 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.

Total raised — vs sector median (real $, all stages) 8.9× above median
This company$41.0M
Sector median$4.6M
Latest round — vs other Series B rounds in sector (real $, this stage) 0.7× of median
This company$13.5M
Sector median$19.9M
Modeled value — vs sector median (estimate, all stages) 2.0× above median
This company$73.5M
Sector median$36.6M

Raised more than 89% of sector peers (real $). Modeled value above 66% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Series B) that last raised in the same ~3-year era, ranked by modeled value est. (not money raised). This is the exact set the analyst read compares against, so a like-for-like cohort is what makes "over/under-valued" meaningful. This company ranks #68 of 95.

This companyCohort peer
$10.0M$100.0M$1.0B$10.0M$100.0MCapital raised (log)Machina Labs, Inc. · Series B Raised $70.2M · modeled $205.8M (est)Metaview Technologies Inc. · Series B Raised $51.7M · modeled $198.2M (est)Felix Technologies Inc. · Series B Raised $61.1M · modeled $194.7M (est)Foxglove Technologies Inc. · Series B Raised $58.0M · modeled $191.0M (est)NetBox Labs, Inc. · Series B Raised $53.3M · modeled $184.9M (est)Omni Design Technologies, Inc. · Series B Raised $34.3M · modeled $182.8M (est)Alaffia Technology Solutions, Inc. · Series B Raised $57.3M · modeled $182.8M (est)Rivington Labs Inc. · Series B Raised $59.6M · modeled $176.5M (est)Labs Companies, Inc. · Series B Raised $57.5M · modeled $175.6M (est)Reveal Technology, Inc. · Series B Raised $28.5M · modeled $159.8M (est)Architect Financial Technologies Inc. · Series B Raised $52.5M · modeled $158.9M (est)Pylon Labs, Inc. · Series B Raised $49.7M · modeled $156.4M (est)Biobot Analytics, Inc. (this company) Raised $41.0M · modeled $73.5M (est)Biobot Analytics, Inc.
CompanyStageRaised · realValue · estvs peer med.
Machina Labs, Inc.Series B$70.2M$205.8M2.07×
Metaview Technologies Inc.Series B$51.7M$198.2M2.00×
Felix Technologies Inc.Series B$61.1M$194.7M1.96×
Foxglove Technologies Inc.Series B$58.0M$191.0M1.92×
NetBox Labs, Inc.Series B$53.3M$184.9M1.86×
Omni Design Technologies, Inc.Series B$34.3M$182.8M1.84×
Alaffia Technology Solutions, Inc.Series B$57.3M$182.8M1.84×
Rivington Labs Inc.Series B$59.6M$176.5M1.78×
Labs Companies, Inc.Series B$57.5M$175.6M1.77×
Reveal Technology, Inc.Series B$28.5M$159.8M1.61×
Architect Financial Technologies Inc.Series B$52.5M$158.9M1.60×
Pylon Labs, Inc.Series B$49.7M$156.4M1.58×
Biobot Analytics, Inc. this companySeries B$41.0M$73.5M0.74×
Full financing history

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.

StageAmount · realAnnouncedPost-money · estValue · estConf.
Series A$6.7M2020-04-03$30.6M$187.0M90%
Series B$20.8M2021-07-23$115.7M$437.5M90%
Series B$16.1M2021-07-23$89.7M$339.0M90%
Series B$13.5M2025-05-23$74.7M$73.5M90%
What happened at each round

Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.

  1. Series A$6.7M2020-04-03
    • First recorded raise — entered as Series A.
    • 29 investors on this round.
  2. Series B$20.8M2021-07-23
    • Raised 16 mo later, in step with the ~13 mo sector norm.
    • Round 3.1× larger than the prior — scaling up.
    • 26 investors on this round.
  3. Series B$16.1M2021-07-23
    • Filed alongside the prior round (same month) — likely a tranche or amendment.
    • Round roughly the size of the prior one.
    • 14 investors on this round.
  4. Series B$13.5M2025-05-23
    • Raised again after 46 mo — slower than the ~13 mo sector norm.
    • Round roughly the size of the prior one.
    • 46 investors on this round.
Intelligence
2027 ~Q1
Modeled next raise · ~21mo cadence
$13.5M
Modeled next size est.range $13.5M$21.5M
0.8×
Last step-up
$8.0M/yr
Capital velocity

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.

Key people & operators

Officers, directors and promoters named in this company's public recordsreported — the people who run it (not its investors). "Also runs" counts come from name-matching across all records, so verify before acting.

PersonRoleAlso runsTied since
Andrew Guadalupe Perlman2025-05
Ann Guadalupe DeWitt2021-07
Mariana Guadalupe Matus Garcia2020-04
Newsha Guadalupe Ghaeli2020-04
Rich-Henry Guadalupe Schabowsky2021-07
Vivek Guadalupe Pattipati2025-05
Registry & provenance

Biobot Analytics, Inc. is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.

United States
Country of record
US
Jurisdiction
1809780
SEC CIK
Similar companies

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.

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Patriot Software CoSoftware / TechSeries B$46.3M$75.9Msame sector · same stage
Colab Software Inc.Software / TechSeries B$51.8M$70.9Msame sector · same stage
Nanocomp Technologies, Inc.Software / TechSeries B$32.1M$90.3Msame sector · same stage
Sparta Software CorpSoftware / TechSeries B$31.8M$54.7Msame sector · same stage
Semantically similar

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.

CompanySectorStageValue · estMatch
BioStack Platforms
Real world training envs for healthcare AI models
Pharma74%
Maven Bio
The AI Platform for Life Sciences Intelligence
Biotech74%
PipeBio
PipeBio is a SaaS bioinformatics platform to develop antibody drugs.
SaaS / Software74%
PreDxion Bio
Rapid, scalable diagnostic for SARS-CoV-2 and beyond
Hardware / Semiconductors74%
BioIntelliSense, Inc.Other Health CareSeries C$329.0M73%
BioLoomics, Inc.Other TechnologySeries A$1.6M73%
Probably Genetic
Patient Intelligence Platform for Genetic Disease
Biotech73%
Docbot73%
Frequently asked
How much funding has Biobot Analytics, Inc. raised?
Biobot Analytics, Inc. has raised approximately $41.0M in disclosed capital across 3 recorded financing rounds, aggregated from public filings.
What is Biobot Analytics, Inc.'s estimated valuation?
Provath's modeled valuation for Biobot Analytics, Inc. is approximately $73.5M (modeled range $33.0M–$110.9M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Biobot Analytics, Inc. at?
Biobot Analytics, Inc.'s latest modeled financing stage is Series B. Its most recent recorded round closed around Fri May 23.
What does Biobot Analytics, Inc. do and where is it based?
Biobot Analytics, Inc. operates in the Software / Tech sector, based in CAMBRIDGE, MA, USA. Population health analytics powered by wastewater.
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