# Slack Bot

## Answers in Slack

Instead of pinging three people to find out why a release slipped, just ask in Slack. Get straight, honest answers backed by real data, no meetings, no waiting, no filtering through opinions.

### Daily standup digest · Tue Apr 14

- **Deploys yesterday**: 7  
- **PRs awaiting review**: 12  
- **Blocked tickets**: 2  
  - **PROJ-512** blocked 2 days waiting on infra.  
  - **PROJ-507** blocked on design review.

Mary 2:43 PM

@iftrue is Copilot actually making us faster, or just shipping more churn?

iftrue APP 2:43 PM

### AI Impact · last 30 days

- AI-generated code makes up **47%** of merged PRs.  
- Prompt-to-merge time is down **28%**.  
- Churn on AI-generated code is **12%** (healthy, below 15% threshold).  
- Net velocity is up, not just noise.  
  - +22% velocity  
  - 12% AI churn

[View AI Impact Dashboard](/content/features/chatbot-in-slack/#/index.html)

### Natural language queries

Ask questions the way you'd ask a colleague. No query language or dashboard navigation required.

### Zero context switching

Get metrics, trends, and answers without leaving Slack. Stay in flow where your team already works.

### Share with your team

Post insights directly to channels so the whole team sees the same data in real time.

### Automated summaries

Schedule daily or weekly digests delivered to any channel: stand-ups, sprint recaps, or deployment reports.

## How it works

### Three steps. No setup friction.

1. **Ask a question**  
   Mention @iftrue in any channel or DM. Use natural language, no syntax to learn.
2. **Data is gathered**  
   iftrue queries your connected tools (GitHub, Jira, CI/CD) and assembles a data-backed answer in seconds.
3. **Get insights**  
   Receive formatted responses with metrics, charts, and actionable recommendations right in Slack.

### Pulls data from the tools you already use

- GitHub  
- GitLab  
- Bitbucket  
- Jira  
- Azure DevOps  
- Slack

[View all integrations →](/content/integrations/index.html)

## Example queries

### Ask anything about your engineering workflows

- **Which PRs were AI-generated this sprint?**  
  47% of merged PRs (32 of 68). Top tools: Cursor (52%), Copilot (38%), Claude (10%).
- **What's our prompt-to-merge time?**  
  3.6h median, down 28% this quarter. Backend: 2.1h. Frontend: 5.4h. Mobile: 7.8h.
- **Show AI code churn by team**  
  Platform 8% (healthy). Payments 19% (above 15% threshold). Mobile 12%. Investigate Payments.
- **What's our deployment frequency this sprint?**  
  Sprint 63 had 14 deployments across 3 services, up 22% from last sprint.
- **Show PR review time trends**  
  Median review time is 4.2h, down from 6.1h. Two reviewers averaging over 8h.
- **Which tickets are at risk of missing the sprint?**  
  3 flagged: PROJ-442 (blocked), PROJ-458 (stalled 3 days), PROJ-461 (scope creep).

## Security

### Enterprise-ready from day one

- **Encrypted at rest & in transit**  
  AES-256 at rest, TLS 1.3 in transit.
- **Data residency options**  
  Choose where your data is stored for regional compliance.
- **Role-based access control**  
  Granular Slack-level permissions for who queries what.
- **No training on your data**  
  Your engineering data is never used to train AI models.
- **Self-hosted option**  
  Deploy on your own infrastructure for full data sovereignty.
- **Audit logs**  
  Full trail of every query and data access for compliance.

## Who it's for

### Built for engineering leaders

- **Engineering Managers**  
  Get instant answers about sprint health, team velocity, and blockers without scheduling another meeting.
- **Tech Leads**  
  Monitor PR review cycles, deployment frequency, and code quality metrics from the channel you're already in.
- **VPs of Engineering**  
  Surface cross-team trends, DORA metrics, and investment distribution with a single Slack message.

## See what your engineering org is missing.

30-minute walkthrough, tailored to your stack. No slides. Your team's data.

[Book your demo](/content/demo/index.html)