AI Summary Engine

Automatic, contextual summariesof engineering signalsacross GitHub, Slack,Jira & more.

Wallow unifies signals from your entire tool stack—threads, commits, PRs, incidents, deployments, and workflow data—and turns them into clear, contextual summaries your teams can act on instantly.

Signal clarity. Zero noise. Shared truth.

Signal Intelligence

Nothing gets lost.
Everyone stays aligned.

Wallow collects signals from Jira, Slack, GitHub, CI/CD, and more—giving teams the same real-time understanding of what's emerging, what matters, and where attention is needed.

Wallow automatically:

  • Summarizes cross-tool signals across threads, commits, code activity, and workflow noise
  • Identifies meaningful updates without surfacing irrelevant chatter
  • Shows shared clarity across engineering, product, and design
  • Ensures teams stay aligned without searching, digging, or asking

One shared signal layer. One shared operational picture.

Recurring Pattern (3×)Pattern Frequency: 2× weekly
Status: Active

UI Consistency Gap — Low Severity

Inconsistent dashboard components are causing confusion and repeated review cycles across the team.

This signal has surfaced in 3 past sprints and continues to introduce workflow drag.

People With Relevant Expertise
Sarah K. and 2 others have resolved similar UI consistency issues before.
Cross-team awareness

See Signals Across Every Team.

Wallow creates a unified, real-time map of emerging signals across the delivery ecosystem.

In minutes, you can see:

  • Where work is slowing across teams
  • What questions or blockers are forming
  • How signals relate to each other across tools
  • What needs attention before it grows

No blind spots. No hidden risks. Decisions stay fast and aligned.

Project Teams

Delivery signals detected across all teams in real time

Backend
5 developers
🔴 2 active delivery blockers
2
Frontend
4 developers
🟡 1 emerging delivery risk
1
Design
3 designers
🟢 No active delivery risk
0
QA
3 testers
🔴 1 recurring issue pattern
1
DevOps
2 engineers
🟡 1 workflow latency signal
1
Product
2 managers
🟢 No active signals
0
Built for teams

Coordination Without the Chaos.

Wallow connects patterns across every tool and every team—surfacing emerging delivery risks the moment they form.

1
Instant Signal Broadcast

High-value signals surface immediately from Slack, Jira, GitHub, and CI/CD—summarized automatically.

2
Intelligent Resolver Matching

Wallow recognizes similar past occurrences, maps them to prior outcomes, and summarizes the fastest proven path forward.

3
Accelerated Issue Resolution

Context, patterns, and historical matches align teams instantly—reducing cycle time from hours to minutes.

System Architecture

How Signal Intelligence Works

A single unified pipeline transforms signals into actionable intelligence.

Signals

Messages, commits, PRs, diffs, CI/CD pipelines

Model

Cross-tool analysis + semantic understanding

Patterns

Correlations across teams, tools, time

Predictions

Early indicators + emerging trends

Actions

Route the right insight to the right team

One connection. Complete visibility.

The Transformation

From chaos to coordination.

See the difference AI Productivity makes for engineering teams.

Before

Reactive & Fragmented

  • Repeated issues across teams
  • Unseen blockers until velocity drops
  • Teams searching across tools manually
  • Misalignment between systems
  • Critical updates buried in threads
After

Predictive & Unified

  • Unified signal access in real time
  • Historical context attached automatically
  • No repeated research
  • AI-assisted delivery intelligence that learns each sprint
  • Faster execution with fewer surprises
5K+
teams running on Signal Intelligence
43%
reduction in recurring coordination issues
8 min
average time to surface the right expert
91%
same-day resolution of repeated patterns

Turn chaos into coordination.

Stop wasting time in communication loops.

Wallow transforms scattered signals into AI-driven coordination—helping teams ship faster, together.