Managing with AI

Managing a team means making dozens of decisions every week — about workload, hiring, performance, and priorities. Most of the time, the data you need to make those decisions exists somewhere in Intelogos, but finding and interpreting it takes time you don't have. Ask AI changes that. Instead of navigating dashboards and building reports, you simply ask a question in plain language and get a data-driven answer in seconds.

This guide walks you through the most common management challenges and shows how Ask AI can help you handle them faster and with more confidence.

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What Ask AI Can Do

Ask AI is a conversational assistant that sits on top of your organization's performance data. You type a question, and it responds with an answer grounded in real metrics — time tracked, activity levels, tool usage, engagement scores, and more.

There are two types of answers Ask AI can give you:

Direct Answers

These are factual, data-driven responses to specific questions. The AI pulls numbers directly from your tracked data and presents them clearly.

• "How many hours did Sarah work last week?"
• "What is the average activity level for the Engineering team this month?"
• "Who logged the most hours in the last 30 days?"
• "How much time did the Design team spend in Figma yesterday?"

Direct answers are precise and fast — think of them as having a data analyst on call who can query any metric instantly.

Strategic Answers

These are higher-level insights where the AI analyzes patterns, compares benchmarks, and offers recommendations. The questions are less about a single number and more about a judgment call.

• "Does it look like the Engineering team is overworked and we need to hire?"
• "Is anyone at risk of burnout?"
• "Which department seems underperforming compared to last quarter?"
• "Are there any team members who might not be spending their time productively?"

Strategic answers combine multiple data points — hours worked, activity trends, engagement changes, tool usage shifts — and synthesize them into a recommendation you can act on.

Text Answers vs. Downloadable Reports

Most of the time, Ask AI responds with a formatted text answer right in the chat — bullet points, tables, summaries, and recommendations you can read and act on immediately.

But when you need something more formal — a document you can share with leadership, attach to a performance review, or distribute to your team — you can ask the AI to generate a downloadable report. Simply tell it what you need:

• "Generate a report on the Engineering team's performance over the last month"
• "Create a downloadable summary of hours worked by department for Q1"
• "Put together a report comparing productivity across all teams for the last 90 days"

The AI will produce a file you can download directly from the chat, ready to share, print, or archive.

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Solving Real Management Problems

Below are the challenges that come up most often for managers, team leads, and executives — and how Ask AI helps you address each one without spending hours digging through dashboards.

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"I don't know if my team is overworked or underutilized"

Workload imbalance is one of the hardest things to spot. Some people are quietly drowning while others have capacity you don't know about.

What to ask:

• "Which team members are consistently working more than 9 hours a day?"
• "Is anyone on the Engineering team showing signs of overwork?"
• "Who has the lowest hours tracked this month — is anyone underutilized?"
• "Compare the average workday length across all departments"

Why it helps: Instead of waiting for someone to complain or burn out, you get an early signal based on actual tracked data. You can redistribute work or have a conversation before it becomes a problem.

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"I need to decide whether we should hire more people"

Hiring decisions are expensive and hard to reverse. You need evidence, not gut feeling.

What to ask:

• "Does the Engineering team seem overloaded based on the last 3 months of data?"
• "Which departments have had the highest sustained workload this quarter?"
• "Is there a team where everyone is consistently working overtime?"
• "Generate a report on headcount capacity for all departments over the last 90 days"

Why it helps: Ask AI can look at sustained trends — not just one busy week — and tell you whether a team's workload is structurally too high. That gives you data to bring to a budget conversation instead of anecdotes.

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"I can't tell who my top performers are"

Performance isn't just about hours logged. It's about engagement, consistency, focus time, and output quality.

What to ask:

• "Who are the top 5 performers on my team this month?"
• "Show me a ranking of team members by productivity score"
• "Which team members have the highest engagement levels consistently?"
• "Who has improved the most over the last 30 days?"

Why it helps: You get a multi-dimensional view of performance that goes beyond "who is online the most." Ask AI weighs activity, engagement, tool usage, and productivity together so you can recognize the right people.

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"I think someone might be disengaged but I'm not sure"

Engagement drops are subtle. By the time they're obvious, the person might already be looking for another job.

What to ask:

• "Is anyone showing declining engagement over the last few weeks?"
• "Are there team members whose activity levels have dropped significantly?"
• "Who has the highest percentage of time in distracting tools?"
• "Flag anyone whose productivity score has decreased by more than 20% this month"

Why it helps: You catch disengagement signals early — a gradual shift in tool usage, fewer active hours, or more idle time. That gives you a chance to have a supportive conversation before it escalates.

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"I need to prepare for a 1-on-1 and I have ten minutes"

You want to show up to a 1-on-1 with something more than "so, how's it going?" but you don't have time to pull together a report.

What to ask:

• "Give me a summary of how Alex performed over the last 2 weeks"
• "What are the key highlights and concerns for Maria this month?"
• "How has James's engagement and productivity trended over the last 30 days?"
• "What tools has Priya been spending the most time in?"

Why it helps: In one question, you get a concise briefing with talking points — what went well, what looks concerning, and where to focus the conversation. No dashboard hopping required.

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"I need to report up to leadership on team performance"

Your VP or C-suite wants a summary. They don't want a link to a dashboard — they want a document.

What to ask:

• "Generate a report on overall team performance for the last month"
• "Create a downloadable summary comparing all departments' productivity for Q1"
• "Put together an executive briefing on engagement trends across the organization"
• "Generate a report highlighting risks and top performers for the last 90 days"

Why it helps: Ask AI produces a structured, downloadable report that you can attach to an email, paste into a slide deck, or share in a leadership channel. You spend five minutes instead of an afternoon.

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"I don't know how my remote team is actually spending their time"

With distributed teams, you lose the ambient awareness of who's doing what. You don't want to micromanage, but you need some visibility.

What to ask:

• "What tools is the Marketing team spending the most time in?"
• "How much time is the team spending in meetings vs. focused work?"
• "Is anyone spending a lot of time in apps that aren't categorized as work tools?"
• "Show me a breakdown of Primary vs. Secondary vs. Distracting tool usage by department"

Why it helps: You get a clear picture of where time is going without hovering over anyone. If the team is spending 40% of their day in Slack and meetings, that's a structural problem you can solve.

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"Our productivity feels like it's dropping but I can't prove it"

Something feels off, but feelings aren't data. You need confirmation or reassurance.

What to ask:

• "Has the team's productivity score changed over the last 4 weeks?"
• "Compare this month's engagement levels to last month"
• "Are activity levels trending up or down across the organization?"
• "Which teams or individuals have had the biggest productivity decline recently?"

Why it helps: Ask AI gives you the trend with actual numbers. Either it confirms your instinct and tells you where the drop is coming from, or it shows you things are steady and you can focus elsewhere.

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"I need to figure out if our tools and processes are working"

You invested in new software or changed a workflow. Is it actually helping?

What to ask:

• "How much time is the team spending in Jira compared to last month?"
• "Has the time spent in communication tools gone up or down since we adopted Slack?"
• "Which tools are taking up the most time for the Engineering team?"
• "Is there a correlation between high Slack usage and lower productivity?"

Why it helps: Tool usage data reveals whether process changes are having the intended effect. If you rolled out a project management tool and nobody's using it, you'll know immediately.

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"I want to spot burnout before it happens"

Burnout doesn't happen overnight. It's the result of weeks or months of overwork, and by the time someone tells you, it's often too late.

What to ask:

• "Is anyone on the team showing signs of burnout?"
• "Who has been working the longest hours consistently over the last 2 months?"
• "Are there team members working late or on weekends regularly?"
• "Flag anyone with high hours but declining engagement — that might indicate burnout"

Why it helps: Ask AI can identify the pattern that predicts burnout — high hours combined with dropping engagement and activity. You can intervene with reduced workload, time off, or a conversation before you lose a valuable team member.

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Getting Started

Ask AI is available from the left sidebar — click Ask AI to open the conversational interface. You'll see a welcome screen with rotating suggested questions to help you try it out.

Who has access: Managers, Admins, and Account Owners. Regular users do not have access to Ask AI.

Quick tips to get the most out of it:

1. Be specific. "How is the team doing?" works, but "How has the Engineering team's productivity changed over the last 2 weeks?" gives you a better answer.
2. Ask follow-up questions. The AI remembers your conversation context. Start broad, then drill down: "Tell me more about the Design team" or "What about compared to last month?"
3. Request reports when you need to share. If the answer is just for you, the text response is enough. If you need to share it with others, ask for a downloadable report.
4. Connect GitHub or Jira for richer insights that include delivery data alongside performance metrics.

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How Ask AI Fits With Other Intelogos Features

Ask AI works best when used alongside the rest of the platform:

Need	Use
Quick answer to a specific question	Ask AI — type your question, get an answer
Structured analysis of what's on your screen	Generate Insights — press the magic wand on any page for an automatic report
Deep dive into one person's metrics	Profile page — full performance view with charts and tool breakdowns
Compare teams or departments side by side	Team page — sortable table with grouping and filters
Export time data for payroll or compliance	Reports page — custom reports with CSV export

Ask AI is your starting point when you have a question but aren't sure where to look. If you already know which page has what you need, go there directly. And when you want the AI to analyze a specific page's data, use Generate Insights instead.

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Next Steps

• Try it now — open Ask AI from the sidebar and ask: "Who are the top performers on my team this week?"
• Explore Generate Insights — read the Generate Insights Guide for structured, page-level AI reports