Desilo

Name: Desilo
Brand: Desilo

AI Native

Liberate Data. Spark Innovation.

Est 2020|Valuation $25.8M|Raised $11M|7 Ref Customers

LinkedIn 723|Website|FTEs 24|HQ Seoul, Seoul, KR

01Competitive Landscape

Narrative analysis

Clean rooms versus FHE clean rooms: many commercial clean rooms focus on controlled query execution and policy enforcement, but do not perform homomorphic encryption for all computations. Desilo’s differentiation is an emphasis on PET/FHE to reduce third-party exposure to plaintext data.
Integration advantage of hyperscalers: hyperscalers typically have advantages in enterprise integrations (IAM, logging, catalogs, and existing data gravity) and procurement familiarity.
Proof burden on Desilo: if the primary buying criterion is cryptographic privacy and data sovereignty, Desilo may be a candidate, but organizations must validate feasibility, performance, and the operational model.

- Clean rooms versus FHE clean rooms: many commercial clean rooms focus on controlled query execution and policy enforcement, but do not perform homomorphic encryption for all computations. Desilo’s differentiation is an emphasis on PET/FHE to reduce third-party exposure to plaintext data. - Integration advantage of hyperscalers: hyperscalers typically have advantages in enterprise integrations (IAM, logging, catalogs, and existing data gravity) and procurement familiarity. - Proof burden on Desilo: if the primary buying criterion is cryptographic privacy and data sovereignty, Desilo may be a candidate, but organizations must validate feasibility, performance, and the operational model.

	Desilo (DESILO Data Clean Room)	AWS Clean Rooms	Duality Technologies (PET vendor)
Starting Price	Not public	Usage-based components public; overall depends on cloud usage	Not public
Best For	Organizations needing encrypted collaboration where maintaining encryption during computation is a key requirement; teams exploring advanced PET/FHE applications	Teams already on AWS needing clean-room style collaboration with AWS-native controls	Teams needing PET-based analytics/collaboration; may fit research and enterprise privacy analytics needs
Key Strength	FHE-centric compute-on-encrypted-data approach and a public cryptography stack	Mature cloud ecosystem, integrations, and procurement familiarity	Specialized PET focus and established presence in privacy-preserving computation
Key Weakness	Limited public independent reviews; public security attestations are unclear; FHE cost and performance remain workload-dependent	Not FHE by default; trust model differs and may not satisfy encrypted-compute requirements	Pricing and implementation complexity; suitability depends on use case and product maturity

Desilo

01Competitive Landscape

Narrative analysis

02Market Map

01Competitive Landscape

Narrative analysis

02Market Map