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Active Research
6
2 updated today
Documents Analyzed
184
+12 this week
Insights Found
57
+9 this week
Reports Generated
23
3 in progress
ProjectLast updatedSourcesStatus
Enterprise analytics landscape2h ago128Active
Competitor pricing reviewYesterday46Active
Q3 market report3 days ago84Complete
Customer churn investigation5 days ago22Draft
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Insights generated - last 7 days
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Tue
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Recent activity
Enterprise analytics landscape - 3 new sources added12m ago
Q3 market report - report finalized1h ago
Competitor pricing review - 2 conflicting findings flagged3h ago
Customer churn investigation - draft created5d ago
Sources by type
Web & industry reports - 52%
Uploaded documents - 26%
Connected datasets - 22%
Plan & usage - Pro plan
Active research6 / 10
Document uploads184 / 500
Team seats4 / 5
Team
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JT
SO
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Recent documents
Q3-market-report.pdf42 pages · 2h ago
competitor-pricing-deck.pptx18 slides · Yesterday
churn-analysis-notes.docx6 pages · 3 days ago
enterprise-landscape-data.csv2.1 MB · 5 days ago

Enterprise analytics landscape

Updated 2h ago 128 sources Active
Generate report
Findings
Sources
Activity
01Adoption accelerated across mid-market segments over the last two quarters.
02Pricing models are shifting from seat-based to usage-based structures.
03Three vendors account for the majority of new enterprise deployments.
04Buyers increasingly prioritize integration depth over feature breadth.
Enterprise analytics landscape finished analyzing 3 new sources
12m ago
Q3 market report is ready to view
1h ago
James Tanaka commented on Competitor pricing review
3h ago
You were added to Customer churn investigation
5d ago
Competitor pricing review - 2 conflicting findings flagged
6d ago
Sara Okonkwo shared Q3 market report with you
1w ago
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MemberRoleStatus
VI
Vera Ionescu
vera@northbeam.co
Owner Active
RM
Rina Mahendra
rina@northbeam.co
Active Remove
JT
James Tanaka
james@halyard.io
Active Remove
SO
Sara Okonkwo
sara@cinderpoint.com
Invited Cancel
TimeEventActor
12m ago3 new sources added to Enterprise analytics landscapeSystem
1h agoQ3 market report finalized and sharedVera Ionescu
3h agoComment added on Competitor pricing reviewJames Tanaka
YesterdayRole changed for Rina Mahendra: Viewer → EditorVera Ionescu
2 days agoSara Okonkwo invited to workspaceVera Ionescu
3 days agoPayment method updatedVera Ionescu
5 days agoDraft created: Customer churn investigationVera Ionescu
1w agoAPI key "Production key" generatedVera Ionescu
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AI Research & Intelligence Platform

Turn Information Into Intelligence.

Research deeper, analyze faster, and transform complex information into clear, actionable insights with VertexIntelligence.

vertex.ai/research/session - active
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14 sources 3 datasets analysis: complete
01Adoption accelerated across mid-market segments over the last two quarters.
02Pricing models are shifting from seat-based to usage-based structures.
03Three vendors account for the majority of new enterprise deployments.
128
Sources analyzed
37
Insights found
Confidence by theme
Market growth92%
Pricing shift81%
Vendor concentration74%
Trusted by research & strategy teams at
NORTHBEAM Halyard CINDERPOINT Fielding & Co. GREYWATCH
40k+
Researchers & analysts
2.1M
Documents analyzed
98.4%
Source accuracy
6 min
Avg. time to insight
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Research workspace
competitive landscape - enterprise analytics tools
Industry reports SEC filings Press releases
Cross-referencing 12 industry reports for pricing consistency…
Flagging three conflicting growth estimates for review
Ranking sources by recency and credibility
The enterprise analytics market is consolidating around four major platforms, with usage-based pricing emerging as the dominant model in new contracts.
Document Intelligence

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Q3-market-report.pdf 42 pages
Key pointRevenue growth outpaced forecast by 8 points in Q3.
DataCustomer retention held steady at 94% year over year.
ConclusionExpansion revenue is now the primary growth driver.
QuestionWhat is driving the regional variance in Q3 churn?
Insights

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Step 1
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Step 2
Analysis
Step 3
Insight
Step 4
Recommendation
Signal strength by category
Market
Product
Pricing
Ops
Risk
Comp.
Top recommendations
Reallocate budget to expansion revenueHigh
Revisit usage-based pricing tiersHigh
Investigate regional churn varianceMedium
Monitor emerging vendor entrantsMedium
Report Generation

A finished report, not just an answer.

Generated report - Market Intelligence

Enterprise Analytics Market: Q3 Outlook

Executive Summary

The enterprise analytics market continued to consolidate in Q3, with usage-based pricing displacing legacy seat licensing across new deployments.

Key Findings

  • Four vendors now account for the majority of new enterprise contracts.
  • Average contract value increased for the third consecutive quarter.
  • Buyers increasingly prioritize integration depth over feature breadth.

Market Insights

+18%
YoY market growth
4
Leading vendors
62%
On usage pricing

Recommendations

  • Shift new packaging toward usage-based tiers by next cycle.
  • Deepen integration partnerships ahead of Q1 renewals.
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curl https://api.vertex.ai/v1/research \
  -H "Authorization: Bearer $VTX_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "key drivers of Q3 market growth",
    "sources": ["web", "uploaded"],
    "max_sources": 20
  }'
Comparison

Why teams switch from manual research.

Capability
Manual research
VertexIntelligence
Time to first insight
Days
~6 minutes
Source citation on every claim
Manual, error-prone
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Cross-document analysis
One file at a time
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We cut our competitive research cycle from two weeks to two days, and every finding still traces back to a source.

RM
Rina Mahendra
Head of Strategy, Northbeam

Document intelligence alone paid for the subscription. We stopped skimming 40-page reports for three data points.

JT
James Tanaka
Principal Analyst, Halyard

The generated reports are good enough to send straight to the board. That was not true of anything we tried before.

SO
Sara Okonkwo
Founder, Cinderpoint
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Rina Mahendra · Head of Strategy
Read the case study →
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James Tanaka · Principal Analyst
Read the case study →
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Founder + ops time, per week

Generated reports go straight to the board now. That was never true of anything we tried before VertexIntelligence.

Sara Okonkwo · Founder
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Platform

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Good afternoon.

Here's your intelligence overview.

Notifications
Enterprise analytics landscape finished analyzing 3 new sources
12m ago
Q3 market report is ready to view
1h ago
2 conflicting findings flagged in Competitor pricing review
3h ago
New research
Active Research
6
2 updated today
Documents Analyzed
184
+12 this week
Insights Found
57
+9 this week
Reports Generated
23
3 in progress
ProjectLast updatedSourcesStatus
Enterprise analytics landscape2h ago128Active
Competitor pricing reviewYesterday46Active
Q3 market report3 days ago84Complete
Customer churn investigation5 days ago22Draft
Start research
Upload document
Generate report
View insights
Insights generated - last 7 days
Mon
Tue
Wed
Thu
Fri
Sat
Sun
Recent activity
Enterprise analytics landscape - 3 new sources added12m ago
Q3 market report - report finalized1h ago
Competitor pricing review - 2 conflicting findings flagged3h ago
Customer churn investigation - draft created5d ago
Insight spotlight
92% confidence
01 Three vendors now account for the majority of new enterprise deployments, up from two last quarter - pricing pressure is likely to increase.
Enterprise analytics landscape · 14 sources
Upcoming deadlines
Q4 board report due for reviewIn 3 days
Competitor pricing review - client walkthroughIn 5 days
Customer churn investigation - draft dueIn 8 days
Plan & usage - Pro plan
Active research6 / 10
Document uploads184 / 500
Team seats4 / 5
Team
VI
RM
JT
SO
+1
Invite teammate
Recent documents
Q3-market-report.pdf42 pages · 2h ago
competitor-pricing-deck.pptx18 slides · Yesterday
churn-analysis-notes.docx6 pages · 3 days ago
enterprise-landscape-data.csv2.1 MB · 5 days ago
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For analysts who live in the details.

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Reports finalized14
Sources cross-checked312
Avg. time to first finding6 min

For executives who need the answer, not the appendix.

Skip the 40-page deck. Ask a direct question and get a citation-backed answer with the three things that actually change your decision.

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01Market growth is outpacing plan by 6 points this quarter.
02Two competitors shifted to usage-based pricing.

For researchers who need rigor at speed.

Every claim traces back to a source. Build a literature base, track contradictions across papers, and generate a defensible bibliography automatically.

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Peer-reviewed - 52%
Industry reports - 26%
Primary data - 22%

For product teams tracking the market in real time.

Watch competitor releases, pricing changes, and customer sentiment in one feed instead of piecing it together from tab overload every Monday.

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Competitor pricing review - 2 conflicting findings flagged3h ago
Enterprise analytics landscape - 3 new sources added12m ago
Resources

Notes on research, analysis, and decisions.

Changelog

What's new in VertexIntelligence.

Aug 2026
New

Command palette (⌘K)

Jump to any project, document, or setting instantly from anywhere in the app without touching the sidebar.

Jul 2026
New

Dark mode for the workspace

The full dashboard now supports a dark theme, toggled per-user and remembered across sessions.

Jul 2026
Improved

Faster document extraction

Uploaded PDFs and slide decks now return key points roughly 2× faster, with better table extraction.

Jun 2026
New

Team roles & permissions

Invite teammates with Viewer, Editor, or Admin roles, and manage access from one place.

Jun 2026
Fixed

Source count mismatch on shared projects

Resolved an issue where source counts could briefly disagree between collaborators on the same project.

FAQ

Questions, answered.

Public web sources, uploaded documents, and any datasets you connect. Every finding keeps a link back to where it came from.

Yes - PDF, DOCX, PPTX, and plain text are all supported. Key points, data, and conclusions are extracted automatically.

The free plan includes a limited number of active research projects. Paid plans raise those limits and add team seats.

Every project is shareable with your team, with a full activity history of who added what and when.

Yes. You can start for free with no credit card required, then upgrade whenever you need more capacity.

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