Diligence memo · auto-generated · as of July 2, 2026
Clusterlab
Clusterlab looks fair against its niche peers and is at-risk on financing cadence.
Businessfiled
Clusterlab operates in AI / ML, based in Africa. The Tunisia-born, but now UAE-headquartered AI startup ClusterLab, which is the company behind the Arabic audiobook summarisation app Reedz, has raised US$600,000 in pre-seed funding to boost its research and development efforts.
Sub-sector tags: ai/ml.
No verified homepage on file yet — operating evidence is limited to the public record.
Capital & rounds (filed)filed
Clusterlab has raised $600K 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: $600K on 2024-03-27.
Most recent recorded round closed around 2024-03-27.
Valuation (modeled)modeled
Provath models Clusterlab at approximately $3.7M (range $392K–$13M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.
Read: Fair. Modeled value is 1.37× the median modeled value of Pre-Seed AI / ML companies in 2022–2024 (85 peers) — value vs value, same stage and era. Within the normal band (137% of peer median) for its niche.
Financing rhythm & timingmixed
Last raise 2.3 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.
Comparablesmixed
Capital scale ranks ahead of 69% of AI / ML peers (2067 compared).
Modeled value ranks above 69% of those peers.
Closest niche peers: Semiotic AI, Inc., Strongest AI Inc., Quipus AI, Inc., Fabrica AI Corp., Ai Nutrition Corp..
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.