Built for finance-grade certainty.
Determinism, evidence preservation, and production-grade reliability.
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High-level flow
From intake to audit: deterministic pipeline with evidence at each step.
What's live today
- ✓Universal intake (email, chat, documents)
- ✓Rules-based policy engine with deterministic evaluation
- ✓Approval engine with immutable audit trail
- ✓Price benchmarking and deterministic snapshot evidence
- ✓Slack and Teams approval cards with secure action handling
- ✓Fail-safe review queue for low-confidence extractions (no silent approval)
Evidence chain: decisions you can reproduce
- ✓Input artifact hash (checksum of source document or message)
- ✓Policy version pinned at evaluation time
- ✓Pricing snapshot with source and timestamp
- ✓Decision payload (allow/deny + rationale)
- ✓Audit trail with tamper-evident ordering
Operational reliability
- ✓Regression gates and test coverage; deterministic outcomes verified
- ✓Health endpoints and metrics for monitoring and alerting
- ✓Fail-safe design: low-confidence cases route to review queue, not auto-approval
Security and compliance
- ✓RBAC and least-privilege access; policy versioning for change control
- ✓Row-level security and multi-tenant isolation
- ✓Secure action handling for approval cards; no sensitive data in channels
- ✓Data minimization; full audit trail for compliance and forensics
Production capabilities
Enterprise-ready features with deterministic behavior and auditability
V1 Snapshot Orchestrator
Deterministic price evidence capture with fixed provider ordering, 24h caching, and replay capability.
Price Benchmarking
Real-time price comparison across 6 aggregators with sub-2s response times and intelligent caching.
Approval Engine
Enterprise-grade approval workflow with role-based routing, SLA management, and complete audit trail.
Policy Engine
Complete policy rules engine with trip-level and leg-level evaluation and automated decision making.
Email Adapter
Production-ready email ingestion from Gmail, Outlook, and IMAP with PDF parsing and OCR support.
Review Queue
Intelligent review system for low-confidence extractions with audit trail and observability.
Approval Cards
Channel-neutral approval card API for Slack and Teams with secure action handling and audit trail.
Slack Integration
Full Slack adapter with message processing, user mapping, and interactive approval cards.
Teams Integration
Microsoft Teams adapter with Bot Framework, OAuth, and Adaptive Card approvals.
API endpoints
REST API for integration, automation, and compliance workflows
/api/intakeTrip data ingestion from any source
/api/classify-extractAI-powered trip data extraction
/api/fxReal-time currency conversion service
/api/price/benchmarkReal-time price benchmarking
/api/review/listGet items requiring human review
/api/policy/evaluateEvaluate trip against company policies
/api/approvals/cardGenerate approval cards for Slack/Teams
/api/approvals/planCreate approval workflows for trips
Launching March 1, 2026
Early access is limited; we're qualifying finance-led teams first.
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