Welesa

Intelligence layer for DevOps tools

Connects Slack, Jira, GitHub and 20+ more. Parses conversations, creates the right tickets, prevents incidents.

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saved per engineer/week

€50k

annual cost savings

70%

fewer incidents

85%

DoR/DoD compliance

The Hidden Crisis

Tool fragmentation is quietly destroying productivity across the industry

The Problem

Engineering teams use 10+ fragmented tools daily. Critical decisions disappear in chats, context gets lost between systems, documentation contradicts reality, and teams reinvent the wheel, unaware that solutions already exist in another tool.

This costs teams up to 30% productivity and companies up to €50,000 per engineer annually.

Our Solution

Welesa creates an intelligent layer between all your team's tools that understands engineering conversations, automatically creates tasks and documents, enforces quality standards, answers questions and preserves important decisions.

We help existing tools work together rather than replacing them.

DevOps Intelligence Layer

Predictive • Context-Aware • Learning

The infrastructure layer that understands "Redis hack works, rewrite after release" → Tech debt ticket → Post-release priority → Dashboard tracking.

HOW IT WORKS

YOUR TOOLS

Works with 20+ tools.

WELESA

Parse · Decide · Create

threads & tickets • priority & DoR/DoD • auto-create issues

OUTCOMES

Fewer incidents • Faster PRs • DoR/DoD compliance

Core Integrations

Start with 9 core integrations (Slack, Jira, Confluence, Azure DevOps, GitHub, Asana, monday, ClickUp, OpenProject) — more to follow.

Task Systems

Jira Azure DevOps GitHub Issues Asana monday.com ClickUp Linear OpenProject InLoox

Communication

Slack Teams Discord Gmail Telegram Mattermost

Documentation

Confluence Notion SharePoint GitHub Wiki Google Docs

DevOps-Native Intelligence

Not generic AI — understands your engineering context

Action Items

CORE

Generic AI sees: "We need rate limiting on auth API"

Welesa understands: Creates ticket → Checks DoR → Missing acceptance criteria → Returns to Slack: "What rate limit? (e.g., 100/min)" → Updates ticket → DoR ✅

Result: 85% of tickets automatically meet DoR without human intervention.

Backlog Quality

CORE

Traditional tools: Basic task validation, manual review required

Welesa Intelligence: ONLY platform with automatic DoR/DoD enforcement. Competitors can't do this.

Result: 50% reduction in incomplete task creation, 2x faster sprint planning.

Knowledge Q&A

CORE

Before: "How does X work?" requires searching 10+ systems

Welesa Memory: Organizational memory from every interaction. Creates searchable knowledge from all conversations, docs, and code.

Result: Your team's collective intelligence, captured and amplified.

Standup Bot

DAILY

Pain: Daily standups consume 30+ minutes, blockers surface too late.

Solution: Auto-collect updates from tasks, chats, and CI into one digest.

Result: 5-minute standups, blockers visible immediately.

Release Notes Drafts

DOCUMENTATION

Pain: Compiling release notes manually takes hours.

Solution: Auto-generate drafts from PRs, commits, and tickets.

Result: Professional release notes in minutes.

Tech Debt Monitor

MAINTENANCE

Pain: TODO/FIXME comments pile up and go invisible.

Solution: Auto-convert code comments into prioritized tickets.

Result: Managed technical debt, no hidden crises.

FAQ Mining

KNOWLEDGE

Pain: The same questions keep repeating in chats.

Solution: Automatically detect recurring questions and propose FAQ entries.

Result: Fewer duplicate questions, better self-service.

Postmortem Drafts

INCIDENTS

Pain: Incidents are documented manually, details get lost.

Solution: Auto-build a timeline from chats, tasks, and deploys into a draft report.

Result: Complete postmortems in hours, not weeks.

Risk Radar

PLANNING

Monday Prediction: "Sprint will slip 2 weeks"

Intelligence Basis: Task closure velocity down 30% • 5 unresolved blockers for 3+ days • Pattern matches previous delays • Auto-schedules sync, suggests task redistribution

Result: 70% fewer critical incidents via predictive blocking. Predicts burnout before it happens.

Why Not Just Another Tool

Infrastructure vs. tools — understanding the difference

Traditional Tools

Reactive • Siloed • Scripted

Understanding

"The deploy failed" → Generic error handling

Quality Gates

Basic validation, manual review required

Prediction

Responds after problems occur

Memory

Isolated per tool, context lost

Welesa Intelligence Platform

Predictive • Connected • Learning

Understanding

"Deploy crashed" → P1 incident → OOM in k8s → Check recent memory PRs → Notify oncall → Create timeline

Quality Gates

ONLY platform with automatic DoR/DoD enforcement

Prediction

Monday: "Sprint will slip 2 weeks" based on velocity patterns, prevents incidents before they occur

Memory

Organizational memory from EVERY interaction across ALL tools — your team's collective intelligence amplified

Platform Evolution Timeline

Today

Intelligent conversation-to-ticket with quality gates

6 months

Platform health intelligence (problem prediction)

12 months

Autonomous DevOps workflows

24 months

Industry standard for DevOps Intelligence

Like Git became the standard for code, Welesa becomes the standard for DevOps intelligence

See the intelligence layer on YOUR data

Turn your tool chaos into orchestrated intelligence. Works with 200-1500 engineer teams.

Transform Your DevOps Intelligence

Intelligence layer for DevOps tools