Diligence memo · auto-generated · as of July 2, 2026
Academic Insight Lab, LLC
Academic Insight Lab, LLC looks fair against its niche peers and is quiet on financing cadence.
Businessfiled
Academic Insight Lab, LLC operates in Edtech, based in RALEIGH.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Academic Insight Lab, LLC has raised $220K in disclosed capital across 1 recorded round, aggregated from public filings. Its latest round is modeled as Pre-Seed (a round under $1.0M).
Largest single filing: $220K on 2024-03-02.
Most recent recorded round closed around 2024-03-02.
Valuation (modeled)modeled
Provath models Academic Insight Lab, LLC at approximately $982K (range $135K–$3.7M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 0.74× the median modeled value of Pre-Seed Edtech companies in 2022–2024 (23 peers) — value vs value, same stage and era. Within the normal band (74% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 2.3 yr ago; this sector typically re-raises about every 15 months.
Slightly overdue versus sector cadence.
Comparablesmixed
Capital scale ranks ahead of 29% of Edtech peers (262 compared).
Modeled value ranks above 26% of those peers.
Closest niche peers: Navengage Education Technologies Inc., Open Education Technologies LLC, Recovery Education & Applied Learning, LLC, Gaingels Verto Education LLC, Olde Towne School for Dogs, LLC.
Peoplefiled
1 named person on file across officers, directors and signatories.
Risks & flagsmixed
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.