Workflow overview

Detect operational risk — without exposing your data

Solvren works on system signals, metadata, and events — not your source-of-truth data.

Event-level signals — not full-table replication
Redaction and minimization before persistence
Read-only by default; write-back when you choose
Live change in review
Stripe Pricing Logic Update
High Risk
Revenue Impact
Risk score83 / 100
Incorrect invoice generation
Subscription downgrade mismatch
Revenue recognition drift
Suggested Reviewers
Suggested reviewers
Finance Reviewer — Pricing governance
Billing Owner — Stripe ownership
Required safeguards
Rollback planPricing test scenariosRevenue validation
Active changes
14
Blocked by missing evidence
3
Overdue approvals
2
Data boundaries

Your systems stay your systems

Solvren does not ingest or replicate your full datasets. We process event-level signals and metadata to identify risk — without requiring access to sensitive financial or customer data.

Raw payloads
System signals
Derived insights

Solvren works on signals and metadata — not your source-of-truth data.

Solvren does not require your source-of-truth data.

We operate on
  • Metadata
  • System events
  • Derived signals
Not
  • Raw customer data
  • Financial systems
  • Full payload storage
How it works

From connection to governed insight — without owning your data

01

Connect integrations

Use read-oriented connectors with minimal permissions. No requirement to replicate full datasets or open your warehouse.

02

Listen for operational signals

Solvren processes event-level signals and metadata — status changes, failures, and integration patterns — not full customer records.

03

Review impact and safeguards

Review estimated impact, confidence, assumptions, and the recommended playbook before anything sensitive moves forward.

04

Approve or automate

Approve the action or allow Solvren to run playbooks automatically. Write-back stays off unless you enable it.

05

Track estimated value

Track estimated recovered value and prevented loss with clear provenance — not unaudited revenue claims.

Listening, not ingesting

Solvren listens to what your systems do — not what they store.

We process operational signals your integrations already emit: status changes, workflow transitions, failure events, and integration health — not full records or customer datasets.

Status changes
Workflow transitions
Failure events
Integration signals
Signal-first operations
Live preview
Signal 1
Status changes
Signal 2
Workflow transitions
Signal 3
Failure events
Signal 4
Integration signals
Before storage

Redaction and minimization by default.

Inbound data passes through classification and redaction. Sensitive fields are handled conservatively so stored artifacts support detection — not data warehousing.

Emails are hashed
Names are redacted
Financial values are minimized
Raw payloads are not persisted
Privacy-preserving pipeline
Live preview
Signal 1
Emails are hashed
Signal 2
Names are redacted
Signal 3
Financial values are minimized
Signal 4
Raw payloads are not persisted
Insights

Patterns that indicate revenue risk — from operations, not ledgers.

Solvren detects patterns that indicate revenue risk based on operational signals and failure modes — not by analyzing your accounting system or transaction-level exports.

Failure-rate and drift signals
Cross-system consistency checks where you connect
Explainable scoring with surfaced assumptions
Operational intelligence
Live preview
Signal 1
Failure-rate and drift signals
Signal 2
Cross-system consistency checks where you connect
Signal 3
Explainable scoring with surfaced assumptions
Action safety

Solvren does not modify your systems by default.

Integrations start read-oriented. Corrective actions use explicit scopes, and write-back is opt-in so teams can observe first and expand deliberately.

Read-only by default
Write-back is optional
All actions are auditable
Controlled execution
Live preview
Signal 1
Read-only by default
Signal 2
Write-back is optional
Signal 3
All actions are auditable
Differentiation

Most tools need your data. Solvren needs your signals.

Capability
BI Tools
Ticketing Tools
Monitoring Tools
Solvren
Operates on signals & metadata (not full data replication)
No
No
No
Yes
Detects revenue-impacting issues automatically
Partial
No
Partial
Yes
Quantifies financial impact
No
No
No
Yes
Safely automates corrective actions
No
No
No
Yes
Verifies that the issue was resolved
No
No
Partial
Yes
Tracks recovered revenue and proves ROI
No
No
No
Yes
FAQ

The questions executives ask once the value clicks.

How is Solvren different from BI, monitoring, or ticketing tools?

Those tools tell you what happened after the fact. Solvren detects the issue, estimates the financial impact, fixes it safely, verifies the result, and tracks the value recovered.

Does Solvren require a lot of manual work?

No. Solvren can automatically run playbooks with retries, idempotency, and verification. You can require approval for sensitive actions.

Who typically owns Solvren?

Most often it is owned by RevOps, finance systems, billing, or engineering leaders responsible for revenue-critical systems.

Where should we start?

Most companies begin by connecting Stripe and enabling detector packs for failed payments and refund leakage. Then they add HubSpot or Salesforce.

How quickly can we see value?

Most teams find their first issue and quantify their first recovered value within the first day.

Start protecting revenue

Every revenue-impacting change should tell one clear story.

Solvren turns fragmented requests into a consistent workflow — with a data footprint sized for governance, not analytics warehouses.