{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_payman","slug":"payman","name":"Payman","type":"product","url":"https://www.paymanai.com","page_url":"https://unfragile.ai/payman","categories":["automation"],"tags":[],"pricing":{"model":"paid","free":false,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_payman__cap_0","uri":"capability://automation.workflow.ai.triggered.task.to.payment.workflow.automation","name":"ai-triggered task-to-payment workflow automation","description":"Payman connects AI systems (via API webhooks or direct integration) to automatically generate payment instructions when AI identifies completed tasks. The system receives task metadata from AI pipelines, validates task completion criteria, and triggers deterministic payment execution without manual intervention. This eliminates the coordination gap between task identification and worker compensation by creating a direct data flow from AI output to payment processing.","intents":["I want my AI system to automatically pay workers when it identifies completed labeling tasks without manual approval steps","I need to trigger payments programmatically based on AI-detected task completion events","I want to eliminate the manual invoicing step between task completion and worker payment"],"best_for":["Enterprises running high-volume data labeling programs with 100+ concurrent workers","Startups building crowdsourced AI training pipelines that need frictionless compensation","Teams managing distributed content moderation where AI flags tasks for human review and payment"],"limitations":["No built-in task quality assurance or dispute resolution — assumes upstream AI validation is sufficient","Requires explicit task completion signals from AI system; cannot infer completion from worker behavior alone","Payment execution is one-directional; no built-in refund or reversal workflows for disputed tasks","Limited to payment workflows; does not handle task assignment, scheduling, or worker matching"],"requires":["API credentials for Payman platform","Webhook-capable AI system or custom integration layer to emit task completion events","Payment processor integration (Stripe, ACH, or equivalent) configured upstream","Task metadata schema defined (task ID, worker ID, amount, completion timestamp)"],"input_types":["JSON task completion events","Structured task metadata (task_id, worker_id, amount, timestamp)","AI system webhooks or API calls"],"output_types":["Payment execution confirmations","Transaction records with worker identifiers","Payment status updates (pending, completed, failed)"],"categories":["automation-workflow","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_1","uri":"capability://tool.use.integration.worker.payment.routing.and.multi.provider.settlement","name":"worker payment routing and multi-provider settlement","description":"Payman abstracts payment execution across multiple underlying payment processors (ACH, international transfers, crypto wallets, etc.) by maintaining a provider-agnostic payment routing layer. When a payment is triggered, the system selects the optimal settlement method based on worker location, currency, and configured payment preferences, then executes the transaction through the appropriate provider's API. This decouples task-to-payment logic from payment infrastructure details.","intents":["I want to pay workers in different countries without managing multiple payment provider integrations","I need to route payments to the cheapest settlement method based on worker location and currency","I want to support multiple payment methods (bank transfer, crypto, PayPal) without custom code for each"],"best_for":["Global enterprises with distributed workforces across 20+ countries","Startups scaling internationally and needing flexible payment infrastructure","Teams managing mixed-currency compensation (USD, EUR, INR, crypto)"],"limitations":["Settlement latency varies by provider (ACH: 1-3 days, crypto: 10-30 minutes, international: 2-5 days)","Exchange rate fluctuations not hedged; workers bear FX risk unless explicitly managed","Requires pre-configured payment method per worker; no dynamic payment method discovery","Compliance and KYC requirements delegated to underlying providers; Payman does not handle regulatory reporting"],"requires":["Payment processor API keys (Stripe, Wise, Circle, or equivalent)","Worker payment method profiles pre-registered in Payman","Currency and location data for each worker","Compliance documentation (KYC/AML) handled by payment providers"],"input_types":["Payment instruction with worker ID, amount, currency","Worker payment method metadata (bank account, wallet address, PayPal email)","Settlement preference rules (preferred provider, currency conversion rules)"],"output_types":["Settlement confirmation with provider reference ID","Transaction receipt with fee breakdown","Payment status (pending, in-transit, completed, failed)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_2","uri":"capability://data.processing.analysis.task.completion.event.ingestion.and.validation","name":"task completion event ingestion and validation","description":"Payman provides an API endpoint that accepts task completion events from AI systems, validates the event payload against a configurable schema, and enqueues the event for payment processing. The validation layer checks for required fields (task ID, worker ID, amount), verifies amounts against configured limits, and detects duplicate submissions. Events are persisted to an audit log before payment execution, creating an immutable record of the task-to-payment chain.","intents":["I want to send task completion signals from my AI system to Payman and have them validated before payment","I need to prevent duplicate payments for the same task","I want an audit trail of all task completion events that triggered payments"],"best_for":["Teams building AI labeling pipelines that emit structured task completion events","Enterprises requiring compliance audit trails for payment authorization","Startups integrating Payman into existing ML data pipelines"],"limitations":["Validation is schema-based only; cannot validate task quality or correctness (requires upstream AI validation)","Duplicate detection uses task ID matching; does not detect semantically duplicate tasks (same work, different ID)","Event ingestion is synchronous; high-volume submissions (>1000 events/sec) may experience latency","No built-in rate limiting or backpressure; requires client-side throttling for burst submissions"],"requires":["API key for Payman platform","Task completion event schema defined (required fields, data types, amount limits)","AI system capable of emitting structured JSON events","Network connectivity to Payman API endpoint"],"input_types":["JSON task completion event","Task metadata (task_id, worker_id, amount, completion_timestamp, task_type)","Optional: task context (project_id, batch_id, quality_score)"],"output_types":["Event acknowledgment with event_id and validation status","Error response with validation failure details","Audit log entry (persisted, immutable)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_3","uri":"capability://memory.knowledge.worker.profile.and.payment.method.management","name":"worker profile and payment method management","description":"Payman maintains a worker registry that stores payment method preferences, location, currency, and compliance status for each worker. The system allows workers (or admins) to register payment methods (bank account, crypto wallet, PayPal) and configure settlement preferences. When a payment is triggered, the system retrieves the worker's profile and uses the configured payment method for settlement. Profile updates are versioned and audited.","intents":["I want workers to register their payment methods once and receive payments automatically","I need to store worker location and currency preferences for multi-country payouts","I want to track which payment methods are verified and compliant for each worker"],"best_for":["Platforms managing 100+ distributed workers with varying payment preferences","Enterprises requiring worker compliance tracking (KYC verification status)","Teams needing self-service worker onboarding without manual payment setup"],"limitations":["Worker profile data is stored in Payman; requires data residency compliance (GDPR, CCPA) to be handled separately","Payment method verification is delegated to underlying payment processors; Payman does not perform KYC","No built-in worker identity verification; assumes upstream identity management","Profile updates are not real-time; changes may take 5-10 minutes to propagate to payment routing"],"requires":["Worker identifier (email, user_id, or external ID)","Payment method details (bank account, wallet address, or PayPal email)","Worker location and currency preference","Compliance status from upstream KYC provider (optional but recommended)"],"input_types":["Worker profile creation request (name, email, location, currency)","Payment method registration (account_type, account_details, verification_token)","Profile update request (location change, payment method change)"],"output_types":["Worker profile object with ID and compliance status","Payment method confirmation with verification status","Profile audit log with change history"],"categories":["memory-knowledge","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_4","uri":"capability://data.processing.analysis.payment.reconciliation.and.transaction.reporting","name":"payment reconciliation and transaction reporting","description":"Payman generates reconciliation reports that match task completion events to payment executions, identifying successful payments, failed transactions, and pending settlements. The system provides transaction-level detail (task ID, worker ID, amount, provider, status, timestamp) and aggregate reporting (total paid, success rate, average settlement time). Reports can be exported in CSV or JSON format and integrated with accounting systems via API.","intents":["I want to reconcile task completion events with actual payments to detect failures","I need to generate monthly payment reports for accounting and tax purposes","I want to track payment success rates and identify problematic payment methods"],"best_for":["Finance teams managing large-scale distributed payments and requiring audit trails","Enterprises integrating Payman with accounting systems (QuickBooks, NetSuite)","Startups needing transparency into payment costs and success metrics"],"limitations":["Reconciliation is eventual-consistent; real-time reporting may lag settlement by 5-10 minutes","Failed payment retry logic is not automatic; requires manual intervention or custom webhook handling","Tax reporting (1099, withholding) is not built-in; requires integration with tax software","Currency conversion rates are fixed at settlement time; historical rate changes are not tracked"],"requires":["Access to Payman reporting API or dashboard","Date range for report generation","Optional: accounting system API credentials for automated export"],"input_types":["Report query parameters (date_range, worker_id, status_filter, currency)","Export format preference (CSV, JSON, PDF)","Optional: accounting system integration config"],"output_types":["Transaction report with line-item detail (task_id, worker_id, amount, status, timestamp)","Aggregate summary (total_paid, success_rate, average_settlement_time)","Reconciliation report (matched, unmatched, failed transactions)","CSV/JSON export for accounting systems"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_5","uri":"capability://automation.workflow.configurable.payment.rules.and.amount.validation","name":"configurable payment rules and amount validation","description":"Payman allows administrators to define payment rules that enforce constraints on task-to-payment conversions, such as minimum/maximum payment amounts, per-worker daily/weekly limits, and task-type-specific rates. When a task completion event is received, the validation layer checks the proposed payment against these rules before execution. Rules are versioned and can be updated without redeploying the AI system, enabling dynamic compensation adjustments.","intents":["I want to enforce minimum and maximum payment amounts to prevent fraud or overpayment","I need to set per-worker daily payment caps to manage budget","I want to define different payment rates for different task types"],"best_for":["Enterprises managing large-scale labeling programs with strict budget controls","Teams running A/B tests on compensation rates without code changes","Startups needing to adjust payment rates dynamically based on market conditions"],"limitations":["Rules are evaluated synchronously; complex rule logic (e.g., machine learning-based rate adjustment) is not supported","No built-in rule versioning for historical analysis; cannot easily compare payment rates across time periods","Rules are global or per-project; no per-worker custom rates without manual configuration","Rule changes take effect immediately; no gradual rollout or canary deployment for payment rule changes"],"requires":["Admin access to Payman configuration interface","Payment rule definition (min_amount, max_amount, daily_limit, task_type_rates)","Task metadata that matches rule criteria (task_type, worker_id)"],"input_types":["Payment rule definition (JSON or UI form)","Task completion event with task_type and worker_id","Rule update request with effective_date"],"output_types":["Rule validation result (pass/fail with reason)","Payment amount after rule application","Rule audit log with change history"],"categories":["automation-workflow","planning-reasoning"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_6","uri":"capability://tool.use.integration.webhook.based.payment.status.notifications","name":"webhook-based payment status notifications","description":"Payman emits webhook events to notify external systems of payment status changes (payment_initiated, payment_completed, payment_failed, payment_reversed). The system signs webhooks with HMAC-SHA256 to ensure authenticity and provides a webhook retry mechanism with exponential backoff for failed deliveries. External systems can register webhook endpoints and filter by event type, allowing them to react to payment events in real-time (e.g., update task status, notify workers, trigger accounting entries).","intents":["I want my AI system to be notified when a payment completes so it can mark the task as paid","I need to send worker notifications when their payment is processed","I want to trigger accounting entries automatically when payments complete"],"best_for":["Teams integrating Payman into multi-system workflows (AI system, worker notification, accounting)","Enterprises requiring real-time payment status visibility across systems","Startups building event-driven architectures that react to payment events"],"limitations":["Webhook delivery is at-least-once; external systems must be idempotent to handle duplicate events","Webhook retry is limited to 24 hours; events older than 24 hours are not retried","No built-in webhook filtering by worker or task; requires client-side filtering","Webhook payload size is limited to 1MB; large transaction batches must be paginated"],"requires":["Webhook endpoint URL that accepts POST requests","HMAC verification logic to validate webhook signatures","Idempotent event handling (webhook events may be delivered multiple times)"],"input_types":["Webhook registration request (endpoint_url, event_types, secret_key)","Webhook event (event_type, payment_id, worker_id, amount, timestamp, signature)"],"output_types":["Webhook delivery confirmation (HTTP 200)","Webhook retry attempt (exponential backoff, max 24 hours)","Webhook delivery log (success/failure, timestamp, response code)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_7","uri":"capability://automation.workflow.batch.payment.processing.and.bulk.task.completion","name":"batch payment processing and bulk task completion","description":"Payman accepts batch submissions of multiple task completion events in a single API call, processes them in parallel, and returns a batch result summary with per-task status. The system optimizes batch processing by deduplicating events, grouping payments by worker and provider, and executing settlements in bulk where possible. Batch processing reduces API overhead and improves throughput for high-volume labeling programs.","intents":["I want to submit 10,000 task completions at once without making 10,000 individual API calls","I need to process daily batches of completed tasks and pay workers in bulk","I want to optimize payment processing by grouping payments by worker and provider"],"best_for":["Enterprises running daily or hourly batch labeling jobs with 1000+ tasks per batch","Teams managing high-volume data annotation pipelines","Startups optimizing API costs by batching task submissions"],"limitations":["Batch processing is asynchronous; results are not immediately available (typically 5-30 minutes)","Batch size is limited to 10,000 events per request; larger batches must be split","No built-in batch scheduling; requires external orchestration for recurring batches","Batch failures are partial; some tasks may succeed while others fail; requires manual retry logic"],"requires":["Batch API endpoint access","Array of task completion events (up to 10,000 per request)","Batch ID for tracking and reconciliation"],"input_types":["Batch submission request with array of task completion events","Batch metadata (batch_id, submission_timestamp, expected_count)","Optional: batch priority (normal, high, low)"],"output_types":["Batch acknowledgment with batch_id and submission_timestamp","Batch result summary (total_submitted, total_succeeded, total_failed, total_skipped)","Per-task status (task_id, status, error_reason if failed)","Batch completion notification via webhook or polling"],"categories":["automation-workflow","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_8","uri":"capability://automation.workflow.payment.failure.handling.and.retry.logic","name":"payment failure handling and retry logic","description":"When a payment fails (due to insufficient funds, invalid account, network error, etc.), Payman automatically retries the payment with exponential backoff (1 minute, 5 minutes, 30 minutes, 4 hours, 24 hours). The system logs failure reasons and allows administrators to manually retry failed payments or adjust payment methods. Failed payments are tracked separately and can be queried via the reporting API, enabling visibility into payment issues.","intents":["I want failed payments to be retried automatically without manual intervention","I need to know why a payment failed so I can fix the worker's payment method","I want to manually retry a failed payment after the worker updates their bank account"],"best_for":["Enterprises managing distributed payments where occasional failures are expected","Teams requiring high payment success rates (>99%)","Startups needing hands-off payment processing with minimal manual intervention"],"limitations":["Retry logic is exponential backoff only; no intelligent retry strategies based on failure type","Failed payments are not automatically refunded; requires manual reversal if needed","Retry exhaustion (after 24 hours) requires manual intervention; no automatic escalation","Payment method validation is not automatic; workers must manually update invalid accounts"],"requires":["Payment processor error handling and retry APIs","Failure reason logging and tracking","Manual retry interface for administrators"],"input_types":["Failed payment event (payment_id, worker_id, amount, failure_reason)","Manual retry request (payment_id, updated_payment_method_optional)"],"output_types":["Failure notification with reason (insufficient_funds, invalid_account, network_error, etc.)","Retry attempt log with timestamp and result","Failed payment report (payment_id, worker_id, amount, final_status, last_failure_reason)"],"categories":["automation-workflow","safety-moderation"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_payman__cap_9","uri":"capability://data.processing.analysis.multi.currency.conversion.and.fx.rate.management","name":"multi-currency conversion and fx rate management","description":"Payman supports payments in multiple currencies by converting amounts at settlement time using real-time or fixed FX rates. The system allows administrators to configure FX rate sources (live market rates, fixed rates, or provider-specific rates) and tracks conversion rates for each transaction. Workers can specify their preferred payout currency, and Payman handles conversion automatically during settlement.","intents":["I want to pay workers in their local currency without managing FX conversions manually","I need to lock in FX rates at task completion time to avoid rate fluctuations","I want to track FX costs and optimize settlement currency selection"],"best_for":["Global enterprises paying workers in 10+ currencies","Teams managing international crowdsourcing with currency-specific workers","Startups requiring transparent FX cost tracking for financial planning"],"limitations":["FX rates are fixed at settlement time; workers bear the risk of rate changes between task completion and settlement","No built-in FX hedging; large multi-currency operations may experience significant FX volatility","FX rate sources are limited to configured providers; custom rate sources are not supported","Currency conversion is one-way (task currency → worker currency); no multi-hop conversions"],"requires":["FX rate source configuration (live market, fixed rate, or provider-specific)","Worker currency preference","Task currency (typically USD or base currency)"],"input_types":["Payment request with task_currency and worker_preferred_currency","FX rate configuration (source, update_frequency, fallback_rate)","Currency pair (from_currency, to_currency)"],"output_types":["Converted amount in worker's preferred currency","FX rate used for conversion with timestamp","FX cost breakdown (original_amount, fx_rate, converted_amount, fx_fee)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["API credentials for Payman platform","Webhook-capable AI system or custom integration layer to emit task completion events","Payment processor integration (Stripe, ACH, or equivalent) configured upstream","Task metadata schema defined (task ID, worker ID, amount, completion timestamp)","Payment processor API keys (Stripe, Wise, Circle, or equivalent)","Worker payment method profiles pre-registered in Payman","Currency and location data for each worker","Compliance documentation (KYC/AML) handled by payment providers","API key for Payman platform","Task completion event schema defined (required fields, data types, amount limits)"],"failure_modes":["No built-in task quality assurance or dispute resolution — assumes upstream AI validation is sufficient","Requires explicit task completion signals from AI system; cannot infer completion from worker behavior alone","Payment execution is one-directional; no built-in refund or reversal workflows for disputed tasks","Limited to payment workflows; does not handle task assignment, scheduling, or worker matching","Settlement latency varies by provider (ACH: 1-3 days, crypto: 10-30 minutes, international: 2-5 days)","Exchange rate fluctuations not hedged; workers bear FX risk unless explicitly managed","Requires pre-configured payment method per worker; no dynamic payment method discovery","Compliance and KYC requirements delegated to underlying providers; Payman does not handle regulatory reporting","Validation is schema-based only; cannot validate task quality or correctness (requires upstream AI validation)","Duplicate detection uses task ID matching; does not detect semantically duplicate tasks (same work, different ID)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.31666666666666665,"quality":0.72,"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":"2026-05-24T12:16:32.437Z","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=payman","compare_url":"https://unfragile.ai/compare?artifact=payman"}},"signature":"Z4et4Boct6l6d+bTgRW6+izv4u2WgInJPzA5NwUsvKmYRaYIvhgEintsYvq7OMZG8o2DkINI34m5XrHmXWgACg==","signedAt":"2026-06-22T05:26:46.838Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/payman","artifact":"https://unfragile.ai/payman","verify":"https://unfragile.ai/api/v1/verify?slug=payman","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"}}