Self-Improving AI Engine

Your tickets.
Fixed by AI.
Merged in minutes.

8 AI agents read your tickets, plan changes, write production code, run security reviews, and open pull requests — autonomously.

10x
Faster delivery
99%
Code safety
$2-10
Per ticket

Works with your stack

GitHubGitLabJiraAzure DevOpsBitbucket

Built different. Ships faster.

Not another code assistant. A complete autonomous pipeline from ticket to merged PR.

CORE ENGINE

8 Specialized AI Agents

Each agent is an expert. The Planner reads tickets. The Coder writes code. The Reviewer catches bugs. The Security agent scans for vulnerabilities. Together, they form a complete team.

Planner
Coder
Reviewer
Security
Root Cause
Impact Sim
Test Gen
Regression

Enterprise Safety

16-point validation, security scanning, confidence scoring, and configurable approval gates.

Self-Improving

Learns from every fix. Blocks failing patterns. Gets better every week.

↑ 88% acceptance after 12 weeks

Transparent Cost Tracking

Every token tracked. Per-ticket breakdown. Agent-level analytics.

$0.01
Plan
Haiku
$0.24
Code
Sonnet
$0.09
Review
Sonnet

Explainable AI

7-layer reasoning traces. See exactly why the AI made each decision.

Five stages. Zero human code.

Full transparency at every step. Approve where you want, automate where you can.

01

Ticket arrives

From Jira, GitHub, Azure DevOps via webhook

02

AI plans the fix

Analyzes codebase, identifies files, creates plan

03

Code generated

Production code with self-healing on failures

04

Review & validate

Security scan, 16-point validation, confidence

05

PR merged

Branch pushed, CI monitored, auto-fix failures

Why teams switch to EnsureFix

CapabilityEnsureFixCopilotChatGPT
Autonomous ticket-to-PR
8+ specialized agents
Self-healing on CI failure
Self-improving from feedback
Explainable reasoning traces
Enterprise approval gates
Per-token cost tracking
Multi-VCS support~

How teams use EnsureFix

Real workflows. Real results. Start with what matters most to your team.

Bug Fixes on Autopilot

Point EnsureFix at your bug tickets. It reads the issue, traces the root cause, generates a fix, validates it against 16 safety checks, and opens a PR.

Avg fix time: 4 minutes

CI Failure Recovery

When CI breaks, EnsureFix analyzes the failure logs, diagnoses the issue, generates a fix, and pushes — often before anyone notices.

60-70% of CI failures auto-resolved

Backlog Burndown

Have 200 low-priority tickets gathering dust? Let EnsureFix process them in batches while your team focuses on complex architecture work.

Process 50+ tickets/week
SOC 2 Compliant
Enterprise-grade security
AES-256 Encrypted
Credentials encrypted at rest
Zero Code Storage
Your code never persisted
Self-Hosted Option
Run on your infrastructure

Stop coding tickets.
Start shipping fixes.

See EnsureFix process a real ticket from your backlog — live, in under 5 minutes.