# 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.

***

### 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*

***

#### 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*

***

#### 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*

***

#### 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*

***

#### 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*

***

### 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.

***

#### 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

***

### 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

***

### 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


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://aunoo-ai.gitbook.io/aunoo-ai-kb/anticipate-foresight-tools.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.
