Osmos is a B2B data ingestion and transformation platform that converts messy external files (CSV/Excel/JSON and flat files) into validated, analytics-ready tables using embeddable uploaders, no/low-code pipelines, and dataset management, with optional agentic AI integrations for Microsoft Fabric and Databricks.
Published Aug 13, 2026
From the Fabric attestation (Fabric workload):
These limitations are material for enterprise governance-focused Fabric deployments.
Capterra’s listing for Osmos in the data extraction category showed no user reviews at the time of review and included vendor-provided description and a starting price, limiting its usefulness for buyer validation versus platforms with larger review volumes.
Community discussions around the acquisition and transition included reports from some users testing AI-assisted features who reported hallucinations and usefulness limitations, and threads seeking alternatives due to the shutdown/transition.
Interpretation: Community discussion indicates buyer concern about vendor continuity and mixed results from agentic features.
Osmos’ marketing materials include outcome claims such as meaningful efficiency improvements and reduced delivery costs attributed to customer statements.
Critical evaluation:
Community feedback included reports that agentic features produced outputs that were not consistently useful and occasionally hallucinated content.
Takeaway: For agentic or AI-assisted transformations, plans should include:
Historically, Osmos appeared best fit for mid-market to enterprise organizations with recurring customer and partner file ingestion needs — mid-sized to large organizations with data or operations teams that frequently onboard external datasets and can justify a specialized ingestion product.
Historically, Osmos targeted:
Osmos also positioned its offering as agentic data engineering embedded in Fabric and, to a lesser extent, Databricks.
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Download full report →Organizations seeking a new, long-term standalone ingestion vendor in 2026.
Organizations that are not Microsoft Fabric customers and that do not plan to adopt Fabric.
Workloads that require deterministic, fully auditable transformations with minimal AI-related risk.
Environments that require private networking controls (for example, PrivateLink) for the Fabric workload.
Organizations that require extensive, publicly documented security certifications (for example, ISO family or a public SOC report).
G2 contains a limited review volume, with both positive feedback and at least one sharply negative review.
Positive themes (recurring):
Example (positive, G2):
Negative themes (critical):
Example (negative, G2):
Interpretation: With limited review volume, these reviews should be treated as directional. The negative review aligns with risk patterns observed in AI-assisted transformations, where partial correctness or incorrect outputs can raise operational risk.
Osmos is a B2B data ingestion and transformation platform focused on the first mile of data: converting messy, external files (CSV/Excel/JSON and other flat-file formats) into validated, analytics-ready tables with minimal custom engineering. Historically, Osmos positioned its offering around: