DeepOpinion

Name: DeepOpinion
Brand: DeepOpinion

AI Native

DeepOpinion is a B2B platform that automates knowledge-work processes driven by unstructured inputs by extracting and interpreting data and orchestrating multi-step workflows via a no-code studio and APIs.

Est 2020|Raised $17.2M|4 Ref Customers

LinkedIn 3K|Web traffic 3K|FTEs 72

MarketsInvoice Data Capture & Processing Workflow Automation

01Competitive Landscape

Narrative analysis

- DeepOpinion vs UiPath Document Understanding: UiPath is often preferred when an organization is already committed to UiPath for orchestration/RPA due to ecosystem and integration benefits. DeepOpinion's differentiator is its focus on processing unstructured data within a combined AI + workflow approach; procurement should validate whether this produces materially better outcomes on organization-specific documents. - DeepOpinion vs Rossum: Rossum is closely associated with transactional documents and provides clearer packaging for AP workflows in some market materials. Organizations prioritizing transaction-focused automation may find Rossum's offerings more directly aligned. - DeepOpinion vs ABBYY / Hyperscience: ABBYY and Hyperscience have longer histories in IDP and wide enterprise deployments. DeepOpinion may appeal where a combined AI and workflow builder experience is prioritized, while established IDP vendors may be preferred for legacy or highly regulated environments with specific integration needs.

Adoption trends / market signals

Vendor press materials reference analyst mentions; some analyst content is paywalled or presented as secondary mentions on the vendor site. Analyst recognition should be validated through direct access to the analyst reports.

	DeepOpinion	UiPath Document Understanding	Rossum
Starting Price	Not publicly listed (demo-led); third-party estimates vary	Licensing structured around platform units / page bundles; exact pricing via sales	Public “Starter” plan example appears in market materials (vendor-provided pricing varies)
Best For	Enterprises automating multi-step knowledge workflows from unstructured inputs; processing layer approach	Organizations standardized on UiPath needing integrated IDP inside automations	Teams focused on transactional documents (AP/invoices, POs, logistics) and end-to-end document workflows
Key Strength	Combination of AI extraction/interpretation capabilities plus a no-code workflow engine; enterprise positioning	Integration with a broader automation suite (RPA, orchestrator, action center) and documented metering	Clear packaging for transactional document workflows and UX focused on transactional events
Key Weakness	Opaque pricing, limited public review volume, some reports of performance issues and limited learning materials	Can be complex and costly in enterprise on-prem or large-scale setups	More specialized in transactional documents; may be less positioned as a general automation layer

01Competitive Landscape

Narrative analysis

DeepOpinion vs UiPath Document Understanding: UiPath is often preferred when an organization is already committed to UiPath for orchestration/RPA due to ecosystem and integration benefits. DeepOpinion's differentiator is its focus on processing unstructured data within a combined AI + workflow approach; procurement should validate whether this produces materially better outcomes on organization-specific documents.
DeepOpinion vs Rossum: Rossum is closely associated with transactional documents and provides clearer packaging for AP workflows in some market materials. Organizations prioritizing transaction-focused automation may find Rossum's offerings more directly aligned.
DeepOpinion vs ABBYY / Hyperscience: ABBYY and Hyperscience have longer histories in IDP and wide enterprise deployments. DeepOpinion may appeal where a combined AI and workflow builder experience is prioritized, while established IDP vendors may be preferred for legacy or highly regulated environments with specific integration needs.

Adoption trends / market signals

	DeepOpinion	UiPath Document Understanding	Rossum
Starting Price	Not publicly listed (demo-led); third-party estimates vary	Licensing structured around platform units / page bundles; exact pricing via sales	Public “Starter” plan example appears in market materials (vendor-provided pricing varies)
Best For	Enterprises automating multi-step knowledge workflows from unstructured inputs; processing layer approach	Organizations standardized on UiPath needing integrated IDP inside automations	Teams focused on transactional documents (AP/invoices, POs, logistics) and end-to-end document workflows
Key Strength	Combination of AI extraction/interpretation capabilities plus a no-code workflow engine; enterprise positioning	Integration with a broader automation suite (RPA, orchestrator, action center) and documented metering	Clear packaging for transactional document workflows and UX focused on transactional events
Key Weakness	Opaque pricing, limited public review volume, some reports of performance issues and limited learning materials	Can be complex and costly in enterprise on-prem or large-scale setups	More specialized in transactional documents; may be less positioned as a general automation layer