Diligence memo · auto-generated · as of July 2, 2026
Panorama Education, Inc.
Panorama Education, Inc. looks fair against its niche peers and is at-risk on financing cadence.
Businessfiled
Panorama Education, Inc. operates in AI / ML, based in Boston, CA, USA. Improving education for every student.
Sub-sector tags: B2B, Education, SaaS, ai/ml.
Capital & rounds (filed)filed
Panorama Education, Inc. has raised $21M in disclosed capital across 3 recorded rounds, aggregated from public filings. Its latest round is modeled as Series A (a $4.0M–$15M round).
Largest single filing: $12M on 2015-07-20.
Most recent recorded round closed around 2023-02-15.
Valuation (modeled)modeled
Provath models Panorama Education, Inc. at approximately $56M (range $6.7M–$166M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 1.06× the median modeled value of Series A AI / ML companies in 2022–2024 (93 peers) — value vs value, same stage and era. Within the normal band (106% of peer median) for its niche.
Financing rhythm & timingmixed
Historic cadence: a new round about every 56 months.
Last raise 3.4 yr ago; this sector typically re-raises about every 11 months.
Past due for a raise versus sector cadence — watch for distress or a bridge.
The last round was 2.4× smaller than the prior — a bridge or down round.
Comparablesmixed
Capital scale ranks ahead of 93% of AI / ML peers (2067 compared).
Modeled value ranks above 86% of those peers.
Closest niche peers: Spice AI, Inc., Definitive Intelligence, Inc., Lang Artificial Intelligence, Inc., Fixie.ai Inc., Secure AI Labs, Inc..
Peoplefiled
10 named people on file across officers, directors and signatories.
Risks & flagsmixed
Overdue for a raise versus sector norm — distress or bridge risk.
No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.