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

ToumAI

ToumAI looks over-valued against its niche peers and is quiet on financing cadence.

WatchModeled above niche peers — entry today likely prices in growth not yet evidenced in the filings.

Businessfiled

ToumAI operates in AI / ML, based in Morocco, Africa. Morocco’s ToumAI, an innovative AI technology company, has raised EUR1 million (US$1 million) in pre-seed funding to fuel its mission of delivering personalised, adaptive, and sustainable customer experience (CX) solutions globally.

Sub-sector tags: ai/ml.

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

Capital & rounds (filed)filed

ToumAI has raised $1.0M 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: $1.0M on 2025-02-10.

Most recent recorded round closed around 2025-02-10.

Valuation (modeled)modeled

Provath models ToumAI at approximately $3.7M (range $653K–$10M). This is an algorithmic estimate from round sizes and same-niche peers — not a quoted or reported figure.

Read: Over-valued. Modeled value is 4.68× the median modeled value of Pre-Seed AI / ML companies in 2025–2027 (58 peers) — value vs value, same stage and era.

Financing rhythm & timingmixed

Last raise 17 mo ago; this sector typically re-raises about every 11 months.

Slightly overdue versus sector cadence.

Comparablesmixed

Capital scale ranks ahead of 72% of AI / ML peers (2067 compared).

Modeled value ranks above 69% of those peers.

Closest niche peers: Collation.AI, Inc., NOSIBLE, Kernel Intelligence Inc., 722 AI, Inc., i-GENTIC AI Inc..

Risks & flagsmixed

Modeled above niche peers — valuation risk on entry.

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