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Engineering Intelligence

Potential Savings through Signals

Signals surfaces every wasted hour across your engineering org — blocked states, redundant processes, QA delays — then quantifies exactly how much time you'd get back by fixing each one.

AI-Powered Engineering Intelligence

Executive dashboard for operational efficiency and risk mitigation

Potential Time Savings

Hours saved per month

870h

7 opportunities

Opportunity Type Distribution

Based on identified opportunities

Time Savings41%7 gaps
Delivery Risks29%5 gaps
System Issues29%5 gaps

Realized vs Potential Time Savings

Monthly trend

1000 h500 h1242854560620755870980Dec 2025Jan 2026Feb 2026Mar 2026
Time SavedPotential Time Savings (hours)
DescriptionAvg Time / Ideal TimeTicketsPotential SavingsAction
Standup Follow-up30min
5min
366 days
QA Testing5w 3d
2 days
1046 days
Blocked States ⚡ Quick Fix7d 18h
2 days
15811 days
QA Testing Process Delays5d
2d
3613 days
QA Blocked2d 23h
21h
1816 days
PR Review Process Delays ⚡ Quick Fix3d 3h
22h
1411 days
Dev Done to QA Automation ⚡ Quick Fix2 days
1 day
1794 days
Subtotal593109 days

Untracked Work – Standup Follow-up

Available

Sara mentioned SDK analytics work in standup but no Jira ticket exists — automate ticket creation to track unplanned work

Source

Team Analytics

Tickets

36

Saved

52h

Opportunity

52h

Trend Analysis (Last 30 Days)

363432301 Feb5 Feb8 Feb12 Feb15 Feb

Create Automated Agent

This agent will monitor your tickets and send Slack alerts to developers (which will be escalated to managers if ignored).

Drill Down, Then Act

From Opportunity to Automation in One Click

Every row in the savings table is a live opportunity. Click into any item to see the full context — how the gap was detected, which tickets are affected, and how the trend is moving — then spin up an automated agent to fix it without leaving the dashboard.

  • Instant context — source, affected tickets, time saved vs. opportunity remaining
  • 30-day trend chart shows whether the problem is accelerating or shrinking
  • One-click agent creation — monitor the gap, alert developers, escalate to managers if ignored
  • Quick Fix badge highlights items that require zero configuration to resolve immediately

Automated Alerts

Set It Once. Signals Handles the Rest.

When an agent activates, your team gets Slack notifications the moment an automation triggers — no dashboards to check, no manual follow-ups.

# signals-alerts

Signals AIAPP2:34 PM

⚠ Automation Alert

Automation Alert: Your automation has been triggered.

👍 2✅ 3

01 — Detect

Signals continuously monitors your engineering signals and identifies savings opportunities in real time.

02 — Quantify

Each opportunity is measured against ideal benchmarks, surfacing exactly how many hours and how many days can be recovered.

03 — Automate

One click spawns an active agent that monitors the gap, alerts developers on Slack, and escalates to managers if left unresolved.

Ready to become the team everyone envies?

While others are still debating AI, top engineering teams are already shipping faster with SignalsAI. See what yours is missing.

Proven playbook · Expert support