Intelligence Dashboard
The whole opportunity map, top down.
Every published report is classified into a fixed vertical ontology and rolled up here: which industries hold the strongest validated signal, how the verdicts distribute, and where the whitespace is. Start wide, then drill into a vertical brief or a single report.
Opportunity league table
Where the validated signal concentrates.
Opportunity score blends average validation (60%), average confidence (40%), and a small depth bonus for repeated coverage. Empty verticals score zero until a report lands.
Verdict heatmap
How each vertical's evidence resolves.
Build means strong signal across the five-criterion rubric; Validate means promising with gaps; Research and Rethink mean material unknowns remain.
Manufacturing 74/100 avg
Manufacturing & Supply Chain
Validate: 17Research: 2Rethink: 1
An operations lead managing supply-chain and trade exposure struggles to catch developments like "Will United Russia win between 340 and 354 seats in the next Russian State Duma election?" early and turn them into a decision, because geopolitical and trade developments are scattered across news, forums, and filings with no filter for what actually affects their work.
Nonprofits 71/100 avg
Nonprofits & Community
Validate: 6Research: 1
A programming lead at a venue, gallery, or festival struggles to catch developments like "Museum Ludwig surges in global coverage" early and turn them into a decision, because cultural trends and audience demand are scattered across news, forums, and filings with no filter for what actually affects their work.
Consumer & Media 71/100 avg
Consumer, Media & Lifestyle
Validate: 43Research: 14Rethink: 4
An owner or sales lead at an independent dealership or auto shop struggles to catch developments like "When electric cars were for women" early and turn them into a decision, because vehicle launches, recalls, and regulation are scattered across news, forums, and filings with no filter for what actually affects their work.
Hospitality 71/100 avg
Hospitality & Food Service
Validate: 13Research: 6
A product or marketing lead at a food or beverage brand struggles to catch developments like "8 Things Pro Organizers Are Buying During Wayfair's Way Day, Starting at $17" early and turn them into a decision, because food trends, launches, and recalls are scattered across news, forums, and filings with no filter for what actually affects their work.
Software & AI 68/100 avg
Software, AI & Developer Tooling
Validate: 36Research: 21Rethink: 4
Teams increasingly rely on AI tools but lose work time when responses fail, latency spikes, or automations silently break.
Business Ops 66/100 avg
Cross-Industry Business Operations
Validate: 11Research: 5Rethink: 2
An operator who must act on fast-moving developments in their field struggles to catch developments like "Secret of Orange Cats Revealed After 60-Year Search" early and turn them into a decision, because fast-moving developments in their field are scattered across news, forums, and filings with no filter for what actually affects their work.
Healthcare 65/100 avg
Healthcare & Life Sciences
Validate: 20Research: 25
A safety or compliance lead at a consumer-health or food brand struggles to catch developments like "A 10-year-old CNN outperforms frontier LLMs for skin cancer diagnosis" early and turn them into a decision, because health, safety, and contaminant findings are scattered across news, forums, and filings with no filter for what actually affects their work.
Public Sector 64/100 avg
Government & Public Sector
Validate: 4Research: 4
An operator who must act on fast-moving developments in their field struggles to catch developments like "Unvaccinated Woman Likely Died of Measles Complications, Pa. County Coroner Says" early and turn them into a decision, because fast-moving developments in their field are scattered across news, forums, and filings with no filter for what actually affects their work.
Field Trades 62/100 avg
Construction & Field Trades
Validate: 4Research: 5
Subcontractor onboarding requires insurance, W-9s, safety acknowledgments, contacts, site rules, and job-specific documents.
Finance 60/100 avg
Finance & Accounting
Validate: 4Research: 11
An operator who must act on fast-moving developments in their field struggles to catch developments like "Will Bitcoin reach $82,500 in August?" early and turn them into a decision, because fast-moving developments in their field are scattered across news, forums, and filings with no filter for what actually affects their work.
Legal & Risk 57/100 avg
Legal, Risk & Compliance
Validate: 1Research: 9
Users worry that AI prompts, uploads, account state, and sensitive work artifacts are not controlled tightly enough.
Agencies 58/100 avg
Agencies & Professional Services
Validate: 4Research: 13Rethink: 2
Agencies use AI to draft client work but rarely preserve prompt context, review status, usage rights notes, or final approval trails.
Property 57/100 avg
Real Estate & Property
Validate: 2Research: 4Rethink: 3
An operator who must act on fast-moving developments in their field struggles to catch developments like "Mortgage Rates Inch to Another 6-Week Low" early and turn them into a decision, because fast-moving developments in their field are scattered across news, forums, and filings with no filter for what actually affects their work.
Retail & Local 56/100 avg
Retail, E-commerce & Local Services
Validate: 3Research: 11Rethink: 3
Food trucks juggle permits, inspection windows, insurance documents, event requirements, and renewal dates that differ by location.
Education 56/100 avg
Education & Training
Validate: 1Research: 8
Students miss scholarship opportunities because requirements, essays, references, transcripts, and dates are tracked across scattered notes.
Timing windows
Where the opportunity window is opening or closing.
Lifecycle combines re-check trajectory, trend/adoption demand, complaint echo, and company/funding saturation into one timing score.
Evidence flow
How much real evidence backs each vertical.
From the intelligence graph: declared evidence is explicit complaint seeding in the research record; inferred evidence is keyword overlap and labeled accordingly. Full graph at /graph.json.
| Vertical | Reports | Declared evidence | Inferred evidence | Clusters | Trend seeds |
|---|---|---|---|---|---|
| Software, AI & Developer Tooling | 61 | 1 | 8 | 9 | 0 |
| Agencies & Professional Services | 19 | 0 | 8 | 8 | 0 |
| Legal, Risk & Compliance | 10 | 1 | 7 | 8 | 0 |
| Healthcare & Life Sciences | 45 | 0 | 4 | 4 | 1 |
| Manufacturing & Supply Chain | 20 | 0 | 4 | 4 | 1 |
| Retail, E-commerce & Local Services | 17 | 0 | 4 | 4 | 0 |
| Consumer, Media & Lifestyle | 61 | 0 | 2 | 2 | 3 |
| Cross-Industry Business Operations | 18 | 0 | 1 | 1 | 1 |
| Finance & Accounting | 15 | 0 | 1 | 1 | 0 |
| Construction & Field Trades | 9 | 0 | 1 | 1 | 0 |
| Real Estate & Property | 9 | 0 | 1 | 1 | 0 |
| Government & Public Sector | 8 | 0 | 1 | 1 | 0 |
| Hospitality & Food Service | 19 | 0 | 0 | 0 | 1 |
| Education & Training | 9 | 0 | 0 | 0 | 0 |
| Nonprofits & Community | 7 | 0 | 0 | 0 | 1 |
Cross-vertical bridges
One asset, several markets.
Personas, keywords, communities, and evidence clusters connected to reports in two or more verticals — the places where one wedge can expand sideways.
community 327 reports
Launch communities
community 327 reports
Review and alternative pages
persona 327 reports
Budget owner who feels the operational cost of the broken workflow.
persona 327 reports
Hands-on operator willing to pilot a narrow tool before a full rollout.
community 190 reports
Reddit / forums
regulation 18 reports
[WC Docket Nos. 25-208, 25-209; FCC 26-19; FR ID 370342] Reducing Barriers to Network Improvements and Service Changes, Accelerating Network Modernization
adoption-signal 72 reports
openai (pypi)
regulation 57 reports
FDA FSMA Section 204 food traceability compliance
regulation 31 reports
Revocation of Obsolete Rules Regarding Infant Bouncer Seats and Stationary Activity Centers
regulation 21 reports
Reducing Bureaucracy and Burden for Child Support Enforcement Programs
regulation 14 reports
Amendment of Class D and Class E Airspace; Chicago/Rockford, IL
regulation 52 reports
Notice of Policy Change and Rescission of Single-Pilot Training Exemptions for Certain Cessna Aircraft
Orphaned-evidence radar
Evidence with no report yet.
Complaint clusters and trend signals the graph holds but no published idea uses — the next strong report here is uncontested.
trend-signal score 100
Amazon Basics Slim Velvet Non-Slip Space Saving Suit Clothes Hangers, Closet Organizer, Black, 50-Pack
No published report links to this signal yet.
trend-signal score 100
Show HN: NES Contra (1987) port (ASM –> C and then C –> WebAssembly)
No published report links to this signal yet.
trend-signal score 100
As Measles Outbreak Hits Pennsylvania Amish Country, More Show Openness to Vaccines
No published report links to this signal yet.
trend-signal score 100
Is Walton Goggins Leaving Fallout ?
No published report links to this signal yet.
trend-signal score 100
Load sharing device
No published report links to this signal yet.
trend-signal score 100
F.D.A. Warns of Tractor Wheels Snack Bar Linked to Choking Hazard
No published report links to this signal yet.
trend-signal score 100
Cosmetics Business picks: 7 new beauty launches to know this October
No published report links to this signal yet.
trend-signal score 100
Jennifer Hudson Shines in Floral Blockade Christian Siriano Gown at 2026 Daytime Emmys
No published report links to this signal yet.
Momentum
Which verticals are gaining over time.
Weekly activity from the change ledger — reports and evidence accumulating per vertical. Richer every day the ledger grows. Full record at /changes/.
| Vertical | Trend (8 wk) | Total events | Reports added | Evidence added | Momentum |
|---|---|---|---|---|---|
| Healthcare | 7540 | 40 | 163 | 5379 | |
| Software & AI | 5957 | 45 | 112 | 4475 | |
| Field Trades | 4520 | 6 | 62 | 3582 | |
| Agencies | 4282 | 14 | 115 | 3026 | |
| Business Ops | 4292 | 62 | 96 | 2107 | |
| Property | 2629 | 5 | 34 | 2027 | |
| Consumer & Media | 1244 | 35 | 69 | 1678 | |
| Manufacturing | 1543 | 21 | 42 | 988 |
What changed
The latest graph movements.
Entity-level diffs from the daily fingerprint run. Full ledger at /changes/, machine-readable at /changes.json.
- removed 2026-11-01 Removed trend-signal: Yew Dell Botanical Gardens announces retirement of Executive Director Paul Cappiello
- removed 2026-11-01 Removed trend-signal: Department Of Health surges in global coverage
- removed 2026-11-01 Removed regulation: Hematology and Pathology Devices; Reclassification of In Situ Hybridization Test Systems for Use With a Corresponding Approved Oncology Therapeutic Product
- removed 2026-11-01 Removed regulation: Walnuts Grown in California; Changes to Administrative Requirements
- removed 2026-11-01 Removed regulation: Establishment of the Columbia Hills Viticultural Area
- added 2026-11-01 New trend-signal: When electric cars were for women
- added 2026-11-01 New trend-signal: Lethal Company surges in global coverage
- updated 2026-11-01 Germany B2B e-invoicing transition milestone: daysUntilEffective 62 → 61
- added 2026-11-01 New regulation: Reducing Barriers to Network Improvements and Service Changes, Accelerating Network Modernization; Correction
- added 2026-11-01 New regulation: Airworthiness Directives; The Boeing Company Airplanes
- added 2026-11-01 New regulation: Airworthiness Directives; The Boeing Company Airplanes
- added 2026-11-01 New regulation: Airworthiness Directives; Diamond Aircraft Industries Inc. Airplanes
How classification works
Each report's market, tags, buyer, title, and problem statement are matched against a fixed keyword ontology of 15 verticals. Multi-word phrases outrank single words, market text outranks tags and buyer text, and ties resolve deterministically — so the same archive always produces the same map.
315 of 327 reports matched a vertical directly; 12 fell back to Cross-Industry Business Operations.
Agent prompt
Fetch /verticals/ and each vertical brief, rank the verticals by opportunity score and whitespace, then shortlist the three reports whose kill criteria are cheapest to test for my founder profile at /founder-archetype/.