Built for depth
Analysis that goes beyond surface-level dashboards
Provenance tracking
Every input value shows its source: user data, inferred, defaulted, or missing. Know exactly what drove the result.
Confidence and gap analysis
Live confidence scores, completeness metrics, and missing-information alerts during intake.
Adaptive questioning
Server-side question selection asks only high-value clarifiers. No rigid wizard. No wasted questions.
Persona-aware outputs
Switch between executive, manager, analyst, and API views of the same result without re-running.
Control Tower
Monitor alerts, track active issues, run scans, and surface rule violations across your workspace in real time.
Outcome tracking
Record before/after metrics for completed actions. Track resolution rates, savings realized, and time-to-resolution across KPI categories.
Structured output
Machine-readable results for your own tools
Export analysis results as structured JSON payloads, CSV data extracts, multi-sheet XLSX workbooks, or code bundles with manifests. Use Mongeflow outputs in your existing spreadsheets, BI platforms, or automation workflows.
Structured analysis payload with narratives
Clean tabular extracts
Multi-sheet workbook with metadata
Bundle with manifest and README
API and webhooks
Programmatic access to everything
Access all Mongeflow resources via authenticated REST API. Subscribe to 13 webhook events. Sync structured outputs to data warehouses.
REST API (v1)
Read and update analyses, scenarios, actions, alerts, and outcomes. Generate exports programmatically. Rate-limited by plan.
13 webhook events
Subscribe to analysis.created, scenario.completed, action.approved, export.ready, and 9 more. HMAC-signed with retries.
API key management
Create, rotate, and revoke API keys from the dashboard. Each key is SHA256-hashed and plan-gated.
Warehouse sync
Export all analyses as NDJSON, CSV, or JSON for BigQuery, Snowflake, or any data warehouse. Incremental sync via ?since= parameter.
OpenAPI spec
Self-service API documentation at /api/v1/openapi.json. Import into Postman, Insomnia, or code generators.
Structured payloads
Every API response follows the same envelope: { object, data, count, org_id }. Filterable, paginated, consistent.
Premium deliverables
Export-ready without manual formatting
Cover page, exec summary, charts, branded
Editable with narrative sections
Stakeholder decks with data slides
Summary + Features + Savings + Metadata sheets
Analysis depth without the overhead
See how Mongeflow gives experts and analysts structured, interactive, and exportable decision intelligence with full API access.