Question 1

What is Mnage?

Accepted Answer

Mnage is an AI Execution Engine that autonomously turns company goals into completed, verified results. It bridges the strategy-execution gap by decomposing goals into tasks, sending personalized follow-ups via Slack, and validating proof of completion using AI — all without manager intervention.

Question 2

How does Mnage differ from OKR tools like Perdoo or Quantive?

Accepted Answer

Unlike traditional OKR tools that help you set and track goals, Mnage actively executes them. It autonomously follows up with employees, validates task completion with AI proof checking, detects blockers in Slack conversations, and escalates issues — all without manager intervention. OKR tools track progress; Mnage drives it.

Question 3

How does Mnage follow up with employees?

Accepted Answer

Mnage sends personalized follow-up messages via Slack, adapting tone, timing, and channel to each employee's communication style. It learns response patterns over time and can detect blockers mentioned in conversations, automatically creating escalation paths.

Question 4

What is Autonomy Score?

Accepted Answer

Autonomy Score is a proprietary metric that tracks what percentage of tasks complete without any manager intervention. Teams typically start at 30-40% and reach 80%+ within 6 weeks as the AI learns and optimizes communication patterns.

Question 5

What is AI proof validation?

Accepted Answer

When an employee marks a task complete, Mnage's AI validates submitted evidence (screenshots, data, URLs, files) against predefined acceptance criteria. Tasks only close when proof meets the bar — eliminating "checkbox culture" where tasks are marked done without meeting requirements.

Question 6

Does Mnage replace our project management tool?

Accepted Answer

No. Mnage works alongside your existing tools like ClickUp, Jira, Asana, and Linear. It creates and syncs tasks to your PM tool and uses Slack for communication. It adds an autonomous execution layer on top of your existing stack.

Question 7

Is Mnage secure?

Accepted Answer

Yes. Mnage is SOC 2 Type II compliant, uses AES-256 encryption at rest and TLS 1.3 in transit, is GDPR compliant with EU data residency options, and maintains a 99.95% uptime SLA. Your data is never used to train AI models.

Question 8

How long does it take to see results with Mnage?

Accepted Answer

Most teams see measurable improvement within 2-3 weeks. The AI learns communication patterns in the first 1-2 weeks, follow-ups become highly personalized by week 3-4, and teams typically reach 70-80% Autonomy Score by week 5-6.

Key Terms & Concepts

Autonomy Score

Strategy-Execution Gap

Proof Validation

Checkbox Culture

Follow-Up Debt

AI Execution Engine