SaaS Analytics Platform
Your SaaS analytics delivered daily to Slack — no dashboards, no manual pulling, just the signals that matter for your business.
BEACON is the DeepForce agent that turns raw event data into an actionable daily product pulse. Instead of opening analytics suites and cobbling together reports, BEACON reads PostHog, Mixpanel or Amplitude, and delivers five prioritized signals—activation rate, DAU trend, feature usage shifts, top churn-risk users, and customers nearing limits—straight to the channel you already use.
Why SaaS founders need a dedicated analytics platform
Product analytics matter, but founders waste hours extracting signals from event stores. The result: missed churn risks, delayed feature feedback, and reactive product decisions. The real cost is not a missing report—it's lost revenue and slower product iteration caused by slow or noisy insights.
Time wasted compiling daily metrics
Founders or engineers pull data manually from PostHog or Mixpanel, build spreadsheets, and still miss which cohorts moved. That recurring time-sink delays decisions that affect MRR and retention.
Critical signals buried under noise
A drop in activation or a sudden fall in DAU is easy to miss inside raw event streams. Without a system that prioritizes and contextualizes those signals, problems compound until they become harder to fix.
Reactive product management
Without daily, concise intelligence, teams react to bugs and churn after customers complain. That increases support load and slows product improvements.
How the DeepForce SaaS analytics platform solves this
BEACON continuously watches your product usage and produces a concise, prioritized daily pulse. It reduces time-to-signal by surfacing what changed, who is at risk, and where product attention should go—without asking you to run queries or build dashboards.
Daily product pulse
Every morning BEACON generates a five-point summary: activation rate, DAU trend, feature usage change, top churned users, and users approaching limits.
→ You receive a concise operational snapshot each day, enabling faster, evidence-driven prioritization.
Churn-risk detection
BEACON identifies users who completed onboarding but haven't returned in 7 days and flags them for reactivation workflows.
→ You can re-engage at-risk users before silent churn escalates, protecting MRR.
Feature usage change alerts
Detects when usage of a specific feature drops or spikes across cohorts and surfaces the possible affected segments.
→ You learn which features need investigation or promotion, shortening the feedback loop between product changes and customer behavior.
Integration-first design
Works with PostHog, Mixpanel, Amplitude and Segment to read event streams and produce actionable summaries.
→ No migration of analytics data required; BEACON sits on top of tools you already use and reduces tooling friction.
Delivery where you work
Daily pulses and key alerts are posted to Slack or exported to Google Sheets as needed.
→ You get insights in the channel your team uses, so action starts immediately rather than after a report review.
Operational context and memory
BEACON keeps short-term working memory and longer-term business facts so its daily summaries reflect your product's context.
→ Each pulse is informed by your product definitions and historical context, reducing false positives and noise.
How the BEACON workflow runs in your stack
BEACON runs scheduled, event-driven, and agent-created follow-ups to keep product intelligence current. The process is focused on execution: read events, prioritize signals, and deliver the pulse.
Connect analytics tools
You connect PostHog, Mixpanel, or Amplitude via the Composio integration layer so BEACON can read event data and segment definitions.
⏱ 10–30 minutes
Daily scheduled scan
On a schedule BEACON runs its product pulse routine: computes activation, DAU trends, feature shifts, churn-risk lists, and users near limits.
⏱ Runs every morning
Deliver prioritized pulse
BEACON posts a 5-point pulse to your Slack channel or writes a summary to Google Sheets, highlighting the most urgent signals and suggested next steps.
⏱ Immediate delivery after scan
Agent follow-ups
When BEACON finds at-risk users it can flag them for other agents to act—SOREN can send reactivation messages or ARIA can initiate revenue outreach—based on your integrations and preferences.
⏱ Follow-ups scheduled conditionally
Concrete outcomes from an analytics platform built for founders
BEACON turns data into operational action. The benefits below explain what BEACON does, why it matters, and the business outcome you can expect when the pulse is part of daily operations.
Faster detection of engagement drops
BEACON measures DAU and activation trends each day and highlights statistically significant changes for immediate review.
Daily pulse highlights
Reduce silent churn risk
By identifying users who complete onboarding but stop returning, BEACON creates a shortlist for reactivation messaging.
Churn-risk user list
Prioritized product focus
Feature usage alerts reveal which parts of your product need attention, guiding sprints and doc updates.
Feature usage shifts
Lower friction for analytics consumption
Delivering intelligence into Slack or Sheets removes the need to open analytics tools daily.
Pulse delivery channel
Actionable context attached to signals
Pulses include context: affected cohorts, recent releases, and suggested next steps so teams can act without extra research.
Contextual summaries
Composes with other operational agents
BEACON's outputs can trigger ARIA for revenue follow-ups or SOREN for support touchpoints, creating closed operational loops.
Cross-agent workflows
Before and after using a dedicated SaaS analytics platform
A succinct comparison showing the shift from manual, noisy analytics to a delivered, action-oriented product pulse.
Before
- ✗ Manual dashboards opened daily with ad-hoc queries
- ✗ Important cohort signals easily missed
- ✗ Delays between metric detection and action
- ✗ Engineers or founders spend hours pulling reports
- ✗ No prioritized, daily operational summary
- ✗ Separate tools and channels for analytics and action
After
- ✓ Daily 5-point product pulse delivered to Slack
- ✓ Churn-risk and feature shifts surfaced automatically
- ✓ Faster action triggered by agent follow-ups
- ✓ Founders reclaim time previously spent on analytics
- ✓ Operational focus on the most impactful signals
- ✓ Pulse integrates with support and revenue agents for follow-through
Frequently Asked Questions
What is a saas analytics platform?
A saas analytics platform focuses on measuring product usage and customer behavior for SaaS businesses. In DeepForce, BEACON reads event data from PostHog, Mixpanel, or Amplitude and produces daily operational summaries that highlight activation, DAU trends, feature usage changes, churn-risk users, and customers nearing service limits. The platform is designed to deliver prioritized signals rather than raw telemetry, removing the need to build daily reports manually.
Which analytics tools does BEACON integrate with?
BEACON integrates with PostHog, Mixpanel, Amplitude, and Segment to read event streams and cohort definitions. Integrations run through the Composio layer, which centralizes tool access and permissions. This allows BEACON to operate on top of your existing analytics stack without requiring data migration.
How does BEACON identify churn-risk users?
BEACON flags users who completed onboarding but have not returned within a specified window—by default, 7 days. It uses event data patterns from your analytics provider to detect these behavior gaps, then lists affected users and recommended outreach steps so support or revenue agents can act quickly.
Can BEACON post reports to Slack or Google Sheets?
Yes. BEACON delivers the daily product pulse to Slack channels for immediate team visibility and can also output summaries to Google Sheets for tracking and archival. Delivery options are configurable in the founder interface so you get signals where your team already collaborates.
Does BEACON replace my analytics tool?
No. BEACON is designed to sit on top of your existing product analytics tools and extract operational signals. It does not replace PostHog, Mixpanel, or Amplitude; instead, it reduces the need to query those systems daily by delivering prioritized, context-rich summaries.
How often does the product pulse run?
The default cadence for the BEACON product pulse is daily, producing a five-point summary each morning. Scheduling is managed by the DeepForce autonomous scheduling layer (Celery Beat), and the cadence can be adjusted through the founder interface if a different timing is preferred.
Can BEACON trigger follow-up actions?
Yes. When BEACON identifies at-risk users or important product signals, it can flag those items for other DeepForce agents. For example, BEACON can hand off a reactivation list to SOREN to send a check-in message or to ARIA to initiate revenue recovery steps, subject to the integrations you enable.
Is DeepForce available for early users?
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. This initial access allows founders to connect analytics tools and start receiving the BEACON product pulse without a subscription during the launch period.
Start receiving your daily product pulse from the saas analytics platform
Connect PostHog, Mixpanel, or Amplitude, and have BEACON deliver concise product intelligence to Slack so you can act faster on activation, engagement, and churn signals.
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