Companies · AI / ML

ReactWise Inc.Summer 2024Active

LONDON · United Kingdom · AI / ML · refined from filed group “Other Technology · founded 2024 · https://www.reactwise.com/

Diligence memoA one-page analyst read on ReactWise Inc. — recommendation, valuation, rhythm, risks.
$1.4M
Total raised · real
1
Rounds
Latest step-up
Top 28%
Sector rank · raised
Seed
Latest stage · inferred · Fri Sep 13 2024 00:00:00 GMT+0000 (Coordinated Universal Time)

ReactWise Inc. looks under-valued against its niche peers and is quiet on financing cadence.

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

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

Under-valued
  • Modeled value is 0.39× the median modeled value of Seed AI / ML companies in 2022–2024 (73 peers) — value vs value, same stage and era.
Quiet
  • Last raise 22 mo ago; this sector typically re-raises about every 11 months.
  • Slightly overdue versus sector cadence.
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 AI / ML

ReactWise Inc. is one of 2067 AI / ML companies tracked from LONDON, United Kingdom, on record since 2024. By capital raised it ranks in the upper tier (ahead of 73% 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

AI Co-Pilot for Chemical Process Optimization

Our Mission: We aim to accelerate and automate chemical process development by equipping wet-lab chemists with the power of data-driven optimization and robotic execution of experiments. The Problem: The discovery of novel pharmaceuticals is one of our most important weapons in fighting disease. However, the drug development pipeline is often held up for many months during the design of chemical processes to manufacture these drugs at scale, delaying FDA trials and lengthening the time until drug launch. Designing chemical processes involves the identification of suitable parameters such as catalyst/temperature/solvent. Currently process development is often done via tedious trial-and-error experimentation (slow) or exhaustive screening (expensive and wasteful). Our Approach: In our research, we have developed algorithms for chemical process optimization, which leverage transfer learning and Bayesian optimization. We validated the algorithms in the wet lab, showing an up to 95% reduction in required experiments and cost compared to exhaustive screening. We have made our approaches accessible to chemists through our user-friendly no-code software platform and to automated laboratory equipment with our API.

B2BEngineering, Product and Designai/ml
Find ReactWise Inc. online

As reported in public records reported — not modeled.

GB
Jurisdiction
Rule 506(b)
Reg D exemption
6
Investors (latest)
2024
Year incorporated
2024-09-13
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$2.5M$5.0M$7.5M$10MSeed · 2024-09-13 Raised $1.4M (real) Modeled valuation $7.1M (est)$1.4M$7.1MSeed2024

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
Seed$1.4M · 2024

Stages are modeled from round size (public records carry no series label). No record for: Pre-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
$7.1M
Base estimate est.
$1.3M
Conservative case
$17.9M
Upside case
$7.1M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Seeda $1.0M–$4.0M round). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Model inputs · modeled:benchmark-stage-stepup-v1
20%
Dilution assumption
Implied ownership sold in the financing.
39%
Survival probability
18% low · 61% high
1.68×/yr
Annual markup
2.20×/yr upside case
1.8 yr
Elapsed time used
1.8 yr actual, capped for stale marks
ai/ml
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
Avg between rounds
Capital velocity
1.8 yr
On record since
2024
First round
1
Rounds on file
How it compares to the market

Benchmarked against 2067 companies in AI / ML. 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) 0.3× of median
This company$1.4M
Sector median$4.7M
Latest round — vs other Seed rounds in sector (real $, this stage) 0.7× of median
This company$1.4M
Sector median$1.9M
Modeled value — vs sector median (estimate, all stages) 0.3× of median
This company$7.1M
Sector median$27.9M

Raised more than 73% of sector peers (real $). Modeled value above 73% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Seed) 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 #62 of 73.

This companyCohort peer
$1.0M$10.0M$100.0M$1.0M$10.0MCapital raised (log)MD.ai, Inc. · Seed Raised $4.0M · modeled $74.5M (est)Edge AI Solutions Inc. · Seed Raised $4.0M · modeled $61.6M (est)Operative Intelligence Holdings Inc. · Seed Raised $3.7M · modeled $55.5M (est)Bookend AI Inc. · Seed Raised $3.1M · modeled $51.0M (est)Globus AI, Inc. · Seed Raised $4.0M · modeled $47.3M (est)Subterra AI, Inc. · Seed Raised $2.2M · modeled $43.1M (est)VERB AI Inc. · Seed Raised $4.3M · modeled $42.1M (est)Stella Automotive AI, Inc. · Seed Raised $4.0M · modeled $40.6M (est)Invoke AI, Inc. · Seed Raised $3.7M · modeled $36.4M (est)Themis AI Inc · Seed Raised $2.8M · modeled $34.6M (est)Adaya AI, Inc. · Seed Raised $2.0M · modeled $33.8M (est)DeTech.ai Inc. · Seed Raised $2.2M · modeled $32.6M (est)ReactWise Inc. (this company) Raised $1.4M · modeled $7.1M (est)ReactWise Inc.
CompanyStageRaised · realValue · estvs peer med.
MD.ai, Inc.Seed$4.0M$74.5M4.12×
Edge AI Solutions Inc.Seed$4.0M$61.6M3.41×
Operative Intelligence Holdings Inc.Seed$3.7M$55.5M3.07×
Bookend AI Inc.Seed$3.1M$51.0M2.82×
Globus AI, Inc.Seed$4.0M$47.3M2.62×
Subterra AI, Inc.Seed$2.2M$43.1M2.38×
VERB AI Inc.Seed$4.3M$42.1M2.33×
Stella Automotive AI, Inc.Seed$4.0M$40.6M2.24×
Invoke AI, Inc.Seed$3.7M$36.4M2.01×
Themis AI IncSeed$2.8M$34.6M1.92×
Adaya AI, Inc.Seed$2.0M$33.8M1.87×
DeTech.ai Inc.Seed$2.2M$32.6M1.80×
ReactWise Inc. this companySeed$1.4M$7.1M0.39×
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.
Seed$1.4M2024-09-13$7.1M$7.1M90%
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. Seed$1.4M2024-09-13
    • First recorded raise — entered as Seed.
    • 6 investors on this round.
Intelligence
Modeled next raise
$2.3M
Modeled next size est.range $1.5M$3.6M
Last step-up
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
Alexander Pomberger2024-09
Daniel Wigh2024-09
Registry & provenance

ReactWise 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
GB
Jurisdiction
2038652
SEC CIK
2024
Incorporated
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.

CompanySectorStageRaised · realValue · estWhy similar
Heavy Duty Ai, LlcAI / MLSeed$1.4M$3.3Msame sector · same stage
Litewave.AI, IncAI / MLSeed$1.4M$5.9Msame sector · same stage
Automato Ai Inc.AI / MLSeed$1.4M$5.3Msame sector · same stage
Omnivers-AI, Inc.AI / MLSeed$1.4M$6.7Msame sector · same stage
Calm Waters AI, Inc.AI / MLSeed$1.5M$13.0Msame sector · same stage
InfraStack AI, Inc.AI / MLSeed$1.5M$8.1Msame sector · same stage
Jet.AI Inc.AI / MLSeed$1.5M$9.5Msame sector · same stage
VelentsAI / MLSeed$1.5M$4.2Msame 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
Yoneda Labs
Foundation Model for Chemical Manufacturing
Pharma82%
Rhizome AI
Agent Platform for Life Sciences
AI / ML77%
Ångström AI
Gen AI molecular simulations that reproduce wetlab results
Biotech77%
b12 Labs
Chemical Copilot for Pharma and Biotech
Biotech77%
Ligo Biosciences
Enzyme design models.
Biotech76%
Medium Biosciences
AI-designed Affinity Reagents
Biotech76%
Convexia
The world's first AI-maximalist pharma company
Biotech76%
The Synthesis Company
100x faster scientific evidence synthesis
Pharma75%
Frequently asked
How much funding has ReactWise Inc. raised?
ReactWise Inc. has raised approximately $1.4M in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is ReactWise Inc.'s estimated valuation?
Provath's modeled valuation for ReactWise Inc. is approximately $7.1M (modeled range $1.3M–$17.9M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is ReactWise Inc. at?
ReactWise Inc.'s latest modeled financing stage is Seed. Its most recent recorded round closed around Fri Sep 13.
What does ReactWise Inc. do and where is it based?
ReactWise Inc. operates in the AI / ML sector, based in LONDON, United Kingdom. AI Co-Pilot for Chemical Process Optimization
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