{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_kognitos","slug":"kognitos","name":"Kognitos","type":"product","url":"https://www.kognitos.com","page_url":"https://unfragile.ai/kognitos","categories":["app-builders"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_kognitos__cap_0","uri":"capability://text.generation.language.natural.language.workflow.definition.and.parsing","name":"natural language workflow definition and parsing","description":"Converts conversational business process descriptions into executable automation logic using NLP-based intent recognition and entity extraction. The system parses unstructured natural language input to identify workflow steps, conditions, and data dependencies, then maps these to internal workflow representations without requiring visual programming or code. This approach leverages semantic understanding to capture nuanced business requirements that traditional drag-and-drop interfaces might miss or require extensive configuration to express.","intents":["Define a multi-step approval workflow by describing it in plain English rather than clicking through UI builders","Capture complex conditional logic in business processes using natural language descriptions of business rules","Reduce time spent translating business requirements into technical workflow specifications"],"best_for":["Non-technical business analysts and process owners who lack RPA or coding experience","Mid-market teams needing rapid workflow prototyping without specialist developer involvement","Organizations with document-heavy or rule-intensive processes that benefit from semantic understanding"],"limitations":["NLP parsing accuracy degrades with ambiguous or highly domain-specific language not in training data","Complex nested conditionals or edge cases may require clarification or manual refinement after initial parsing","No version control or audit trail for how natural language inputs were interpreted into workflow logic"],"requires":["Access to Kognitos platform (cloud-based, no self-hosted option mentioned)","Business process description in English (other languages not documented)"],"input_types":["natural language text","conversational descriptions of workflows"],"output_types":["executable workflow definition","structured process graph","step-by-step automation logic"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_1","uri":"capability://data.processing.analysis.unstructured.document.processing.and.data.extraction","name":"unstructured document processing and data extraction","description":"Processes document-heavy workflows by extracting structured data from unstructured documents (PDFs, emails, forms, scanned images) using NLP and pattern recognition. The system identifies relevant fields, tables, and entities within documents and maps them to workflow variables and downstream process steps. This capability enables automation of document-centric processes like invoice processing, contract review, or form data extraction without manual field mapping.","intents":["Automatically extract invoice line items, amounts, and vendor information from PDF documents for processing","Parse email attachments and body content to populate workflow variables and trigger downstream actions","Convert scanned forms or handwritten documents into structured data for database entry or further processing"],"best_for":["Finance and accounting teams automating invoice-to-payment workflows","Legal departments processing contract documents at scale","HR teams extracting data from application forms or employment documents"],"limitations":["OCR accuracy on low-quality scans or handwritten documents may require manual verification","Document layout variations across vendors or sources may require retraining or manual rule adjustments","No explicit mention of support for complex table extraction or multi-page document correlation"],"requires":["Access to Kognitos platform","Documents in supported formats (PDF, image, email — specific formats not fully documented)"],"input_types":["PDF documents","scanned images","email messages","form submissions"],"output_types":["structured JSON or CSV data","workflow variables","database records"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_2","uri":"capability://planning.reasoning.conditional.workflow.logic.and.business.rule.execution","name":"conditional workflow logic and business rule execution","description":"Executes complex conditional branching and business rules within automated workflows based on extracted data, external system states, or user-defined conditions. The system evaluates if-then-else logic, loops, and multi-branch decision trees expressed through natural language or visual rule builders. Rules can reference data from previous workflow steps, external APIs, or database queries, enabling dynamic workflow routing without hardcoded logic.","intents":["Route approval requests to different managers based on expense amount or department","Automatically reject invoices that don't match PO amounts within acceptable variance thresholds","Loop through line items in a document and apply different processing rules based on item category"],"best_for":["Process owners implementing approval workflows with role-based or amount-based routing","Teams automating validation and quality checks as part of document processing","Organizations with complex business rules that vary by department, region, or customer segment"],"limitations":["No explicit mention of support for complex temporal logic or time-based conditions","Rule complexity may become difficult to manage and audit as workflows scale","Performance impact of evaluating many conditions in sequence not documented"],"requires":["Access to Kognitos platform","Data available from previous workflow steps or external systems to evaluate conditions against"],"input_types":["workflow variables","extracted document data","external API responses","database query results"],"output_types":["workflow branch selection","routing decisions","loop iterations","boolean evaluation results"],"categories":["planning-reasoning","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_3","uri":"capability://tool.use.integration.multi.system.integration.and.api.orchestration","name":"multi-system integration and api orchestration","description":"Orchestrates interactions with external business systems (ERP, CRM, accounting software, databases) by executing API calls, database queries, and system-specific connectors as part of workflow execution. The platform abstracts system-specific integration details through pre-built connectors or generic HTTP/API capabilities, allowing workflow steps to read from and write to external systems without manual API management. Integration points can be triggered conditionally based on workflow state or data values.","intents":["Fetch customer data from CRM system to validate invoice details before processing","Write approved expense records to accounting system with proper GL coding and cost center allocation","Query inventory database to check stock levels and trigger purchase orders when thresholds are breached"],"best_for":["Organizations with multiple legacy systems that need to exchange data without manual intervention","Finance teams automating cross-system workflows (e.g., invoice capture to ERP to accounting)","Operations teams coordinating actions across CRM, inventory, and fulfillment systems"],"limitations":["Pre-built connectors may not exist for niche or custom enterprise systems, requiring generic API integration","No mention of built-in retry logic, circuit breakers, or error handling for unreliable external systems","API rate limiting and throttling strategies not documented","Authentication management for multiple systems not clearly explained (OAuth, API keys, etc.)"],"requires":["Access to Kognitos platform","API credentials or connection details for target systems","Network access from Kognitos infrastructure to external systems"],"input_types":["workflow variables","extracted data","user inputs"],"output_types":["API response data","database records","system-specific transaction IDs","success/failure status"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_4","uri":"capability://automation.workflow.workflow.execution.monitoring.and.audit.logging","name":"workflow execution monitoring and audit logging","description":"Tracks workflow execution in real-time, logging each step's inputs, outputs, decisions made, and system interactions for compliance and debugging purposes. The platform maintains an audit trail of what actions were taken, when, by which workflow instance, and what data was processed. Monitoring capabilities provide visibility into workflow performance, error rates, and bottlenecks, enabling process optimization and regulatory compliance documentation.","intents":["Audit approval workflows to demonstrate compliance with segregation-of-duties requirements","Debug why a specific invoice failed processing by reviewing the exact step where it failed and what data caused the failure","Identify bottlenecks in document processing workflows by analyzing average execution time per step"],"best_for":["Regulated industries (finance, healthcare, legal) requiring detailed audit trails for compliance","Operations teams troubleshooting workflow failures and performance issues","Process improvement teams analyzing workflow metrics to optimize cycle times"],"limitations":["Audit log retention policies and long-term storage not documented","No mention of log export capabilities or integration with SIEM/compliance platforms","Real-time monitoring dashboard capabilities and alerting thresholds not specified","Sensitive data (PII, credentials) handling in logs not explicitly addressed"],"requires":["Access to Kognitos platform","Appropriate user permissions to view audit logs"],"input_types":["workflow execution events","system state changes","API responses"],"output_types":["audit logs","execution reports","performance metrics","error diagnostics"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_5","uri":"capability://automation.workflow.workflow.template.library.and.reusability","name":"workflow template library and reusability","description":"Provides pre-built workflow templates for common business processes (invoice processing, expense approval, document classification) that can be customized through natural language or visual configuration. Templates encapsulate best practices and standard process flows, reducing implementation time for common scenarios. Users can create custom templates from existing workflows and share them across teams or organizations, enabling process standardization and knowledge reuse.","intents":["Deploy an invoice processing workflow in days rather than weeks by starting with a pre-built template","Standardize approval workflows across multiple departments by using a shared template with department-specific customizations","Capture institutional knowledge about a process by creating a reusable template that new team members can leverage"],"best_for":["Mid-market organizations implementing similar workflows across multiple departments","Teams with limited RPA expertise who benefit from guided templates and best practices","Organizations seeking to standardize processes and reduce variation across business units"],"limitations":["Template library breadth and depth not documented — unclear how many templates exist or how frequently they're updated","Customization flexibility of templates not specified — may require full workflow recreation for non-standard requirements","No mention of version control or change management for shared templates across teams","Template discoverability and search capabilities not described"],"requires":["Access to Kognitos platform","Understanding of the business process to customize templates appropriately"],"input_types":["template selection","customization parameters","natural language modifications"],"output_types":["customized workflow","executable automation"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_6","uri":"capability://automation.workflow.human.in.the.loop.workflow.approval.and.escalation","name":"human-in-the-loop workflow approval and escalation","description":"Pauses workflow execution at designated steps to request human review, approval, or input before proceeding. The system routes approval requests to specified users or groups, tracks approval status, and can escalate requests if not addressed within defined timeframes. Approvers can provide feedback, request changes, or reject actions, with the workflow responding accordingly. This capability enables workflows to handle exceptions, high-value transactions, or policy-sensitive decisions that require human judgment.","intents":["Route expense reports above $5,000 to manager approval before processing payment","Escalate invoice discrepancies to procurement team if automated matching fails, with 24-hour SLA","Request customer approval for contract modifications before finalizing in system"],"best_for":["Finance teams implementing approval workflows with role-based authorization","Compliance-sensitive processes requiring documented human review","Organizations with variable approval requirements based on transaction amount or risk"],"limitations":["No mention of SLA enforcement or escalation automation if approvals are not timely","Approval routing logic and delegation capabilities not documented","No explicit support for multi-level approvals or consensus-based decisions","Mobile or offline approval capabilities not mentioned"],"requires":["Access to Kognitos platform","User accounts and email access for approvers","Defined approval rules and routing logic"],"input_types":["workflow data requiring approval","approval rules and routing criteria","user decisions and feedback"],"output_types":["approval status","workflow continuation or rejection","audit trail of approval decisions"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_kognitos__cap_7","uri":"capability://automation.workflow.workflow.scheduling.and.trigger.management","name":"workflow scheduling and trigger management","description":"Enables workflows to be triggered by various events (document upload, email receipt, scheduled time, external system webhook, manual user action) and executed on defined schedules (daily, weekly, on-demand). The system manages trigger conditions, scheduling logic, and ensures reliable workflow invocation without manual intervention. Triggers can be combined with conditions to create sophisticated automation patterns (e.g., process invoices daily at 2 AM, but only if new documents were uploaded).","intents":["Automatically process newly uploaded invoices within minutes of receipt without manual triggering","Run daily reconciliation workflows at 2 AM when system load is low","Trigger approval workflows when expense reports are submitted, with automatic escalation if not approved within 3 days"],"best_for":["Operations teams automating routine batch processes that run on fixed schedules","Document-heavy workflows that benefit from immediate processing upon receipt","Organizations seeking to eliminate manual workflow triggering and reduce human error"],"limitations":["Minimum scheduling granularity not specified (seconds, minutes, hours?)","No mention of timezone handling for scheduled workflows across global organizations","Webhook trigger reliability and retry logic not documented","No explicit support for complex event correlation or temporal patterns"],"requires":["Access to Kognitos platform","Trigger source configuration (email account, file upload location, webhook endpoint, etc.)","Appropriate permissions to monitor trigger sources"],"input_types":["trigger events","schedule definitions","trigger conditions"],"output_types":["workflow execution","trigger status and logs"],"categories":["automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":40,"verified":false,"data_access_risk":"high","permissions":["Access to Kognitos platform (cloud-based, no self-hosted option mentioned)","Business process description in English (other languages not documented)","Access to Kognitos platform","Documents in supported formats (PDF, image, email — specific formats not fully documented)","Data available from previous workflow steps or external systems to evaluate conditions against","API credentials or connection details for target systems","Network access from Kognitos infrastructure to external systems","Appropriate user permissions to view audit logs","Understanding of the business process to customize templates appropriately","User accounts and email access for approvers"],"failure_modes":["NLP parsing accuracy degrades with ambiguous or highly domain-specific language not in training data","Complex nested conditionals or edge cases may require clarification or manual refinement after initial parsing","No version control or audit trail for how natural language inputs were interpreted into workflow logic","OCR accuracy on low-quality scans or handwritten documents may require manual verification","Document layout variations across vendors or sources may require retraining or manual rule adjustments","No explicit mention of support for complex table extraction or multi-page document correlation","No explicit mention of support for complex temporal logic or time-based conditions","Rule complexity may become difficult to manage and audit as workflows scale","Performance impact of evaluating many conditions in sequence not documented","Pre-built connectors may not exist for niche or custom enterprise systems, requiring generic API integration","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.67,"ecosystem":0.25,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:31.446Z","last_scraped_at":"2026-04-05T13:23:42.560Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=kognitos","compare_url":"https://unfragile.ai/compare?artifact=kognitos"}},"signature":"Mywi+0/5ShOeMrEDM2ldudIM/GexSd2hSrMlAR2+O+In4qEzvJCD9zitpV0+cygkoLvVxbeyaavmrG3PUGD8Bw==","signedAt":"2026-06-22T13:20:18.399Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/kognitos","artifact":"https://unfragile.ai/kognitos","verify":"https://unfragile.ai/api/v1/verify?slug=kognitos","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}