Revenue Intelligence Platform
Your MRR, failed payments, and trial revenue — monitored and acted on automatically, every day, without you opening Stripe.
DeepForce is the autonomous revenue intelligence platform built for technical SaaS founders who need continuous revenue monitoring and recovery actions without building an operations team. ARIA watches Stripe, tracks MRR movements, and initiates payment recovery and outreach workflows using the tools you already use.
Why founders lose revenue that never shows up in reports
SaaS founders routinely miss revenue signals because operational work runs continuously and silently. Missed trial activations, undetected failed payments, and unnoticed MRR contraction add up to recurring revenue leakage. The problem is not a lack of data — it's a lack of automated, persistent operations that watches for revenue events and runs recovery actions.
Silent failed payments
Stripe sends webhooks, but unless someone reads them and runs recovery workflows, customers churn quietly after retries fail. Founders often discover the loss too late.
Lost trial revenue
Trial users who don't activate or complete onboarding exit the funnel without follow-up. Without daily lifecycle monitoring, reactivation windows close quickly.
Untracked MRR anomalies
Large or subtle MRR movements — contraction, expansion, or churn spikes — require daily tracking and anomaly detection, not occasional manual checks.
How a revenue intelligence platform built for SaaS founders works
DeepForce uses a focused agent, ARIA, to unify payment monitoring, activation detection, and MRR anomaly surfacing. It ties Stripe events, in-product signals, and email sequences to operational outcomes: payment recovery, reactivation, and daily revenue health alerts. The platform integrates with your existing tools and runs scheduled, event-driven, and agent-created follow-ups.
Stripe payment monitoring
ARIA watches Stripe webhooks for payment failures and subscription changes.
→ Detects payment failures and initiates the configured recovery workflows so you can reduce silent churn.
Automated recovery sequences
First and second-stage outreach flows are executed via Customer.io or Loops and can escalate to founder email for personal outreach.
→ Increases chances of payment recovery by combining automated messages with targeted founder outreach when required.
MRR anomaly surfacing
Daily monitoring of new, expansion, contraction, and churned MRR with anomaly detection to flag unexpected movements.
→ Shows you revenue changes you would otherwise miss and prioritizes events that need immediate attention.
Activation and trial lifecycle tracking
ARIA compares trial signups with in-product activation events using PostHog or Mixpanel.
→ Identifies ghost signups and triggers reactivation sequences to recover trial revenue.
Slack alerts for high-priority revenue events
ARIA pushes critical revenue events to Slack, including failed payments that require human follow-up.
→ Keeps the founder aware of urgent revenue issues without opening Stripe or analytics tools.
Persistent business memory
ARIA uses long-term memory to store pricing tiers, escalation preferences, and past recovery decisions for context-aware actions.
→ Ensures recovery actions follow your established playbook and reduces incorrect or repetitive outreach.
Three operational layers that run your revenue lifecycle
DeepForce combines scheduled checks, event-triggered actions, and agent-created follow-ups so the system monitors and acts without constant founder involvement. The architecture uses Celery Beat for scheduled jobs, Redis Streams for events, and dynamic scheduling for follow-ups.
Connect Stripe and analytics tools
You plug in Stripe plus PostHog or Mixpanel and a messaging tool (Customer.io or Loops). Composio handles managed integrations so agents can read events and write actions.
⏱ 10–30 minutes
ARIA begins scheduled and event-driven monitoring
ARIA runs scheduled checks (daily MRR scan, trial activation summaries) and responds to Stripe payment_failed webhooks in real time.
⏱ Immediate after setup
Automated recovery and escalation
On first payment failure ARIA sends a payment update email; on a second failure it schedules a personal outreach from the founder's email address and logs the workflow.
⏱ Configurable — typical follow-ups run across 48–72 hours
Ongoing memory and refinement
ARIA stores outcomes and preferences in long-term memory so future actions align with your pricing, tone, and escalation rules. You get daily alerts and a concise operational task list.
⏱ Continuous
Concrete revenue outcomes you can expect
DeepForce targets specific revenue failure modes and turns them into measurable operational processes. Each benefit maps to an operational change that reduces leakage and increases recoverable revenue.
Reduced silent churn from failed payments
Automated retries and staged outreach catch at-risk subscriptions before they cancel silently.
Fewer lost subscriptions from payment failures
Recovered trial revenue
Activation monitoring surfaces ghost signups and triggers reactivation sequences that re-engage dormant trials.
Higher trial-to-paid conversion from reactivation flows
Faster visibility into MRR swings
Daily anomaly surfacing reduces time-to-detection for contraction or unexpected churn events.
Shorter mean-time-to-detect for MRR anomalies
Less founder time spent on manual revenue ops
ARIA runs routine revenue checks and executes recovery workflows so founders don't have to monitor Stripe constantly.
Reduced founder operational overhead
Contextual escalation that follows your rules
When automated messaging doesn't resolve an issue, ARIA escalates according to stored escalation preferences using the founder's email or Slack.
More targeted personal outreach when needed
Audit trail and task list for revenue actions
All revenue operations are logged in task records so you can review what ran and why, and adjust sequences through the dashboard.
Traceable recovery workflows and task logs
Before and after adopting a revenue intelligence platform
Compare manual, ad-hoc revenue maintenance to a continuous, agent-driven approach that watches Stripe, in-product events, and MRR daily.
Before
- ✗ Missed payment webhooks and delayed recovery
- ✗ Occasional manual checks of Stripe and analytics
- ✗ Reactive outreach after revenue loss is visible
- ✗ No persistent memory of past recovery attempts
- ✗ Manual reconciliation of MRR movements
- ✗ Founder distracted by routine revenue ops
After
- ✓ Real-time response to payment_failed webhooks
- ✓ Daily automated MRR scanning and anomaly surfacing
- ✓ Staged recovery sequences with escalation to founder email
- ✓ Long-term memory stores pricing and escalation preferences
- ✓ Automatic summaries of new, expansion, contraction, and churned MRR
- ✓ Founder freed from continuous revenue monitoring
Frequently Asked Questions
What is a revenue intelligence platform?
A revenue intelligence platform is a system that continuously monitors revenue-related signals — payments, subscriptions, trial activations, and MRR movements — and surfaces anomalies and recovery opportunities. DeepForce uses a specialized agent, ARIA, to watch Stripe, in-product activation events, and daily MRR trends, then runs recovery workflows and escalations according to your configured playbook.
How does DeepForce detect failed payments?
ARIA listens for Stripe webhooks such as payment_failed and subscription updates. When an event arrives ARIA triggers the configured recovery sequence: an initial payment update email via Customer.io or Loops, followed by a second-stage outreach that can be sent from the founder's email if automated messages do not resolve the issue.
Can ARIA connect to my existing tools?
Yes. ARIA integrates with Stripe, Customer.io or Loops, PostHog or Mixpanel, and Slack. Composio manages these integrations so ARIA can read events and execute actions within your existing stack while preserving your operational workflows.
Does DeepForce change my Stripe settings?
DeepForce reads Stripe events and acts within the recovery workflows you configure; it does not change Stripe account-wide settings unless you explicitly grant an integrated tool permission to modify subscriptions or billing details. All actions follow the escalation and outreach rules you set.
How often does the revenue monitoring run?
ARIA performs scheduled scans daily for MRR movements and runs event-driven responses in real time when Stripe webhooks or analytics events arrive. Schedules are configurable; the system uses Celery Beat for scheduled jobs and Redis Streams for event routing.
Will DeepForce send emails from my address?
DeepForce can be configured to escalate to personal outreach from the founder's email address as a second-stage recovery step. The platform also supports automated messages via Customer.io or Loops as the primary recovery channel.
What kind of reports will I receive?
You receive concise operational outputs: daily MRR summaries, payment recovery logs, and Slack alerts for high-priority revenue events. The dashboard focuses on task lists and an LLM cost monitor rather than broad reporting — agents generate the necessary insights and act on them.
Is the revenue intelligence platform free?
DeepForce is free for now, as users just need to plug in their API key and manage cost themself, free here means no subscription, but just for the first now as initial launch.
Start using the revenue intelligence platform that watches your MRR
Connect Stripe, PostHog or Mixpanel, and your messaging tool to let ARIA begin monitoring payments, tracking activation, and running recovery workflows. DeepForce is free for now, as users just need to plug in their API key and manage cost themself, free here means no subscription, but just for the first now as initial launch.
Start Monitoring Your RevenueRelated Resources
Explore more about DeepForce AI workforce solutions
Your Competition Is Already Using AI.
Are You?
Every day you wait is another day paying employees to do what AI does better, faster, and cheaper.