1. [Home](https://www.g2.com/) 2. ... 3. [Agentic AI Software](https://www.g2.com/categories/agentic-ai) 4. [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations) 5. [Trail Agent Builder](https://www.g2.com/products/trail-agent-builder/reviews) 6. [Trail Agent Builder Claims vs Evidence](https://www.g2.com/products/trail-agent-builder/claims-vs-evidence) # Trail Agent Builder Claims vs Evidence ## Claim: “Nanonets reads them in any format and delivers clean, structured data straight into your systems.” ##### Mixed support from reviews. Reviewers report support for a wide range of document formats, adapting to changing input formats, and producing data usable through ERP integrations. However, other reviewers describe added characters, difficulty with blurred documents, and occasional model issues, so the evidence is mixed rather than consistently supporting clean extraction from any format. - “OCR engine's features, mainly in terms of training the engine with the documents, the vast range of the different types of documents supported, the zero-training model and the facility to quickly add additional training data on the fly is really good.” [Read Full Review](https://www.g2.com/survey_responses/10579431) - “We work with a large number of partners that frequently change the format of the data we receive but we have no issues keeping up with the ease of updating the read.” [Read Full Review](https://www.g2.com/survey_responses/10575025) - “The Nanonets team also did the initial model training work as well as provided custom logic to match to fields in our ERP for integration.” [Read Full Review](https://www.g2.com/survey_responses/10593961) Last updated Sep 30, 2026 Source: [https://nanonets.com/products/data-extraction](https://nanonets.com/products/data-extraction) ## Claim: “Nanonets does the work before that: reading POs from email, portals, EDI, and PDFs in any format, validating them, and creating the order in your ERP automatically.” ##### Supported by reviews. Relevant reviewers describe extracting information from documents into structured workflow data, automating document-processing actions, and integrating extracted fields with an ERP. The reviews support these core capabilities, though they do not specifically confirm every listed PO input source or automatic creation of ERP orders. - “I like the flexibility of Nanonets, as it can take information from documents that would otherwise need manual review and turn it into structured data that we can actually use in our workflows.” [Read Full Review](https://www.g2.com/survey_responses/13410409) - “The platform also allows users to create highly customizable workflows that can automatically route invoices, trigger approvals, and perform actions based on specific rules.” [Read Full Review](https://www.g2.com/survey_responses/10661314) - “The Nanonets team also did the initial model training work as well as provided custom logic to match to fields in our ERP for integration.” [Read Full Review](https://www.g2.com/survey_responses/10593961) Last updated Sep 30, 2026 Source: [https://nanonets.com/solutions/order-management](https://nanonets.com/solutions/order-management) ## Claim: “Document Intelligence reads any document, from invoices and POs to claims and contracts, and returns clean, structured, agent-ready data.” ##### Mixed support from reviews. Reviewers report broad document support and useful structured extraction, but others describe difficulty with blurred documents and the continued need for manual verification. The reviews therefore support the general capability while undermining the claim that it reads any document and always returns clean data. - “turn it into structured data that we can actually use in our workflows.” [Read Full Review](https://www.g2.com/survey_responses/13410409) - “the vast range of the different types of documents supported, the zero-training model” [Read Full Review](https://www.g2.com/survey_responses/10579431) - “Has difficulty reading blurred documents (not unusual)” [Read Full Review](https://www.g2.com/survey_responses/10598988) - “Manual verification might still be necessary, potentially reducing the expected efficiency gains in some cases.” [Read Full Review](https://www.g2.com/survey_responses/10661314) Last updated Sep 30, 2026 Source: [https://nanonets.com/products/document-intelligence](https://nanonets.com/products/document-intelligence) ## Claim: “Every field, table, and line item is pulled with the #1-ranked model and grounded to its spot on the page.” ##### Mixed support from reviews. Reviewers report strong extraction accuracy, including one calling it the most accurate tool they evaluated, but others describe added characters and incorrect OCR mappings. The reviews do not establish the specific claims that every item is extracted correctly, that the model is #1-ranked, or that each item is grounded to its exact page location. - “It was the most accurate tool we evaluated for extracting data from a PDF to Excel” [Read Full Review](https://www.g2.com/survey_responses/10456440) - “Accurate OCR extraction” [Read Full Review](https://www.g2.com/survey_responses/10598988) - “Sometimes characters are added to the extraction that aren't there.” [Read Full Review](https://www.g2.com/survey_responses/10598988) - “The only thing that comes to mind is somtimes the OCR mappings are incorrect, less than 1%.” [Read Full Review](https://www.g2.com/survey_responses/10574014) Last updated Sep 30, 2026 Source: [https://nanonets.com/products/data-extraction](https://nanonets.com/products/data-extraction) ## Claim: “Nanonets converts your AP procedures, matching tolerances, GL and tax code rules, and vendor master knowledge into AI agents that run your SAP processes — from document to posted SAP document.” ##### Supported by reviews. Relevant reviewers report configurable invoice workflows that route documents, trigger approvals, and apply rules, along with custom ERP field-matching for integration. These reviews support the described automation capabilities, although they do not explicitly confirm the full SAP-specific process through posting. - “The platform also allows users to create highly customizable workflows that can automatically route invoices, trigger approvals, and perform actions based on specific rules.” [Read Full Review](https://www.g2.com/survey_responses/10661314) - “The Nanonets team also did the initial model training work as well as provided custom logic to match to fields in our ERP for integration.” [Read Full Review](https://www.g2.com/survey_responses/10593961) Last updated Sep 30, 2026 Source: [https://nanonets.com/solutions/sap](https://nanonets.com/solutions/sap)