Diligence memo · auto-generated · as of July 2, 2026

Starburst Data, Inc.

Starburst Data, Inc. looks over-valued against its niche peers and is dormant on financing cadence.

DeprioritizeFinancing has gone silent well past the sector's normal cadence — treat as inactive until outside confirmation of a live operation.

Businessfiled

Starburst Data, Inc. operates in Software / Tech, based in BOSTON.

No verified homepage on file yet — operating evidence is limited to the public record.

Capital & rounds (filed)filed

Starburst Data, Inc. has raised $250M in disclosed capital across 1 recorded round, aggregated from public filings. Its latest round is modeled as Series D+ (a $100M–$400M round).

Largest single filing: $250M on 2022-02-01.

Most recent recorded round closed around 2022-02-01.

Valuation (modeled)modeled

Provath models Starburst Data, Inc. at approximately $5.3B (range $1.4B–$9.7B). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.

Read: Over-valued. Modeled value is 2.43× the median modeled value of Series D+ Software / Tech companies in 2022–2024 (29 peers) — value vs value, same stage and era.

Financing rhythm & timingmixed

Last raise 4.4 yr ago; this sector typically re-raises about every 13 months.

Only one round on record and long silent — often defunct, acquired, or gone quiet.

Comparablesmixed

Capital scale ranks ahead of 98% of Software / Tech peers (3920 compared).

Modeled value ranks above 99% of those peers.

Closest niche peers: Uniphore Technologies Inc., Capital Integration Systems LLC, Remote Technology, Inc., Aleo Systems Inc., Matter Labs.

Peoplefiled

1 named person on file across officers, directors and signatories.

Risks & flagsmixed

Financing has been silent well beyond sector cadence — possibly defunct, acquired, or paused.

Modeled above niche peers — valuation risk on entry.

No clearly named CEO/founder/principal in the surfaced records — key-person evidence is thin.