The Intelligence Report Builder: AI Narratives, Live Analytics, One-Click Export
Intelligence analysts spend more time packaging intelligence than producing it. The Report Builder in Scout generates AI-written narratives from live feed data and exports debriefs to PDF, PowerPoint, or Word.
Intelligence analysts spend more time packaging intelligence than searching for it or producing it. The new Report Builder in Scout generates AI-written narratives from live feed data, refreshes every section with one click, and exports your debriefs into PDF, PowerPoint, or Word.
DigitalStakeout’s Intelligence Report Builder and Custom Analytics Builder ship today for all XTI customers. Here is what changed and why it matters.
The Reporting Tax Every Security Team Pays
The assembly burden is universal. It manifests differently depending on team structure.
| Team Type | What Assembly Looks Like | Time Lost Per Cycle |
|---|---|---|
| Executive protection firms | Separate risk briefings per principal, manually scoped from the same platform. Charts are screenshots. Narratives rewritten from scratch every time. | 3–5 hours per principal per week |
| Managed security providers | Twelve customers, twelve reports. Same widgets rebuilt with different scope settings. Twelve versions of “here is what happened this week.” | 6–10 hours per reporting cycle |
| GSOC shift handoffs | Ten minutes to communicate eight hours of activity. Free-form notes in an email because the reporting tool takes thirty minutes to produce something readable. | 30 min per handoff, compounding |
| Corporate security teams | Weekly board-ready intelligence summaries assembled by hand from dashboards the board never logs into. | 4–6 hours per week |
What the Report Builder Does
The DigitalStakeout Report Builder is a structured intelligence document workspace — not a PDF export bolted onto a dashboard.
Reports are composed from modular, data-connected sections that render live and regenerate on demand. A single report can combine:
Dashboard Widgets
Live charts rendering against the report's time window — the same visualizations your team uses daily, now embedded in the deliverable.
Tagged Record Sections
Intelligence items your analysts have actually triaged through workflows — not raw results, but curated findings with workflow context.
Analyst-Authored Text
Structured headings, context notes, and manual observations. The analyst's voice stays in the report alongside automated content.
Recommendation Checklists
Actionable items with completion tracking. Turn intelligence findings into tracked follow-up without leaving the report.
Intelligence Records
Individual items with attached analyst observations. Link specific evidence directly to the analytical narrative.
AI-Generated Narratives
Data-driven analysis written under strict guardrails. Reads the rendered data and writes what a trained analyst would write.
Every section is drag-and-drop reorderable. The report saves as a persistent template.
Pull screenshots. Format tables. Write narratives. Re-explain charts for different audiences. Export. Repeat next week from scratch.
Open template. Click Generate. Review AI-drafted narratives. Adjust judgment calls. Export. Done.
AI Narratives That Read Like Intelligence Products
Most AI-generated content in security products reads like a chatbot wrote it. Vague summaries. Inflated severity. Directive language telling the reader what they “should” do.
That is not how intelligence products work. Intelligence informs decisions. It does not make them.
DigitalStakeout’s AI narrative engine — powered by DARIA, our AI engine — reads the actual rendered data from each report section and writes analysis under strict guardrails:
- No directive language
- "Should," "must," and "recommend" do not appear. The text describes what happened. Security teams make their own operational decisions.
- No unsourced severity
- If a source classifies something as Critical, the narrative attributes it. The AI does not independently assign threat levels.
- No speculation
- Confirmed reporting stated as fact. Unconfirmed details flagged as unconfirmed.
- Attribution on every claim
- Source counts explicit — "reported across 14 independent sources" not "we assess" or "intelligence suggests."
Custom Analytics: Build the Chart the Briefing Needs
Standard dashboard widgets answer standard questions. Security teams do not always have standard questions.
An executive protection analyst tracking sentiment polarity around a specific principal across specific geographies needs a visualization that does not exist as a predefined widget. A CTI analyst mapping threat actor types to target sectors needs a chart no standard dashboard provides.
The Custom Analytics Builder is a workspace for creating exactly those visualizations — persistent, reusable, built from your own monitoring data and enrichment.
Every chart type respects a consistent sentiment color system: Negative Neutral Positive — across heatmaps, pivot tables, diverging bars, sparklines, and trend lines. Prior-period comparisons render in lighter, color-matched variants so your eye connects current and prior without thinking.
How Reports and Analytics Connect
Analytics drop directly into reports. When you add an analytic, its configuration locks — entity fields, tag filters, chart type, data scope. The report passes through exactly one variable: the time range.
An AI narrative automatically pairs with every analytic. When the report generates, the narrative reads the rendered data and writes analysis under the same guardrails as every other narrative in the system.
- Build once, deliver repeatedly
- Create an analytic. Drop it into any report. It renders fresh with each generation cycle. The AI narrative rewrites itself from the new data.
- Managed security providers
- Analytics scoped per customer pull into per-customer reports without cross-contamination.
- GSOC shift handoffs
- Shift-handoff KPIs and sparklines regenerate at every shift change. No manual rebuild.
- Executive protection
- One sentiment polarity analytic per principal, reused in every weekly briefing for the duration of the engagement.
Available Now
Intelligence Report Builder and Custom Analytics Builder are available now for all DigitalStakeout XTI customers at every tier.
See the Report Builder and Custom Analytics Builder in action — get a demo or reach out to your account team at support@digitalstakeout.com.
CEO & Founder, DigitalStakeout
Over two decades building security tools and intelligence systems. Co-founded a cybersecurity consultancy in 2004, founded DigitalStakeout in 2010. Technical founder who still architects and ships product.
All posts by Adam →DigitalStakeout classifies signals across 16 risk domains with 249+ threat classifiers — automatically, in real time.
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