> For the complete documentation index, see [llms.txt](https://aunoo-ai.gitbook.io/aunoo-ai-kb/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://aunoo-ai.gitbook.io/aunoo-ai-kb/anticipate-foresight-tools.md).

# Anticipate - Foresight Tools

The Foresight Narratives uses AI to analyze patterns across your collected articles and project future implications. It identifies emerging trends, strategic risks, and long-term scenarios to help you stay ahead of the threat landscape.

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### What's Here

Five analysis dashboards, each providing a different strategic view:

#### Strategic Recommendations

Actionable insights organized by time horizon:

* Near-term (0-6 months): Immediate actions
* Mid-term (6-18 months): Planning and positioning
* Long-term (18+ months): Strategic direction

*Use when: Briefing leadership, planning roadmaps, prioritizing initiatives*

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#### Market Signals & Strategic Risks

Identifies emerging trends and disruption scenarios:

* Trend Analysis: What's gaining momentum
* Disruption Scenarios: Potential game-changers
* Strategic Opportunities: Where to invest attention

*Use when: Threat hunting, identifying blind spots, competitive intelligence*

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#### Consensus Analysis

Finds agreement and disagreement across sources:

* Convergent Themes: What everyone agrees on
* Divergent Views: Where sources conflict
* Confidence Levels: How certain the consensus is

*Use when: Validating intelligence, identifying bias, understanding uncertainty*

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#### Impact Timeline

Visualizes how impacts unfold over time:

* Key Events: Major developments on a timeline
* Cascading Effects: How one event leads to another
* Critical Paths: Dependencies and sequences

*Use when: Incident response planning, understanding attack chains, timeline analysis*

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#### Future Horizons

Explores long-term scenarios and possibilities:

* Scenario Planning: Multiple possible futures
* Wildcards: Low-probability, high-impact events
* Strategic Implications: What each scenario means

*Use when: Strategic planning, war gaming, long-term forecasting*

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### How to Generate Analysis

#### Quick Start (3 clicks)

1. Select Topic: Choose from dropdown (e.g., "APT Groups", "Ransomware")
2. Select Date Range: Last 7 days, 14 days, 30 days, or custom
3. Click Generate: Wait 30-90 seconds for AI analysis

That's it. Results appear in your selected tab.

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#### Advanced Options

**Click the gear icon to configure:**\
AI Model: Choose which AI provider (GPT-4, Claude, etc.)

* Organization Profile: Tailor analysis to your industry/role
* Article Count: How many articles to analyze (more = longer analysis)

#### Saving & Loading

**Save Dashboard:**\
Click Save icon (disk)

1. Name your dashboard
2. Add description (optional)
3. Click Save

**Load Dashboard:**

Click Load dropdown

1. Select saved dashboard
2. Instantly restore previous analysis

**Delete Dashboard:**

* Select from Load dropdown → Click trash icon → Confirm

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### Tips

**Choose the Right Date Range:**

7 days: Current events, breaking trends

* 14 days: Weekly patterns, sustained developments
* 30 days: Strategic trends, longer-term patterns
* Custom: Specific incident windows or campaigns

**Use Organization Profiles:**

* Creates a profile in settings for your industry
* Analysis becomes tailored to your specific context
* Recommendations align with your risk profile

**Combine with Other Features:**

* Use Explore to validate Anticipate findings
* Use Gather to collect articles for Anticipate
* Use Six Articles for tactical, Anticipate for strategic

**Save Important Dashboards:**

* Save weekly analyses for historical tracking
* Compare dashboards over time to see trend evolution
* Reference old analyses during retrospectives

**Export for Sharing:**

* Click Download icon for PDF/image export
* Screenshots work well for quick sharing
* Raw data available via API for custom reports

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### Troubleshooting

**No analysis appearing:**

* Verify you have articles for the selected topic (check Explore)
* Ensure date range contains articles
* Check Operations HQ for system health
* Try a different AI model if one is failing

**Analysis seems generic:**

* Narrow your date range (fewer, more focused articles)
* Use an organization profile for tailored insights
* Choose a more specific topic
* Increase article count in settings

**Takes too long to generate:**

* Large date ranges (30+ days) can take 2-3 minutes
* High article counts increase processing time
* Some AI models are slower than others
* Be patient—complex analysis takes time

**Can't save dashboard:**

* You may not have write permissions
* Dashboard name may conflict with existing one
* Try logging out and back in
* Check browser console for errors