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 73/100 avg
Manufacturing & Supply Chain
Validate: 16Research: 2Rethink: 1
An operations lead managing supply-chain and trade exposure struggles to catch developments like "Canada will match US tariffs 'dollar for dollar' as trade talks break down" 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.
Business Ops 73/100 avg
Cross-Industry Business Operations
Validate: 6
An operator who must act on fast-moving developments in their field struggles to catch developments like "IKEA’s Beloved HAVSTA Shelving Units Are on a Rare Sale (You’ll Save Hundreds!)" 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.
Consumer & Media 71/100 avg
Consumer, Media & Lifestyle
Validate: 23Research: 8Rethink: 1
A buyer or merchandiser at an apparel brand struggles to catch developments like "The Best Suede Bags to Invest In This Season" early and turn them into a decision, because style trends, drops, and celebrity moments are scattered across news, forums, and filings with no filter for what actually affects their work.
Hospitality 70/100 avg
Hospitality & Food Service
Validate: 8Research: 5
A product or marketing lead at a food or beverage brand struggles to catch developments like "Lahori Zeera surges in global coverage" 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.
Nonprofits 69/100 avg
Nonprofits & Community
Validate: 4Research: 1
An operator who must act on fast-moving developments in their field struggles to catch developments like "New Worlds: We are living in the future of J.G. Ballard or William Gibson" 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.
Software & AI 68/100 avg
Software, AI & Developer Tooling
Validate: 33Research: 19Rethink: 3
Teams increasingly rely on AI tools but lose work time when responses fail, latency spikes, or automations silently break.
Field Trades 64/100 avg
Construction & Field Trades
Validate: 4Research: 4
Subcontractor onboarding requires insurance, W-9s, safety acknowledgments, contacts, site rules, and job-specific documents.
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.
Healthcare 62/100 avg
Healthcare & Life Sciences
Validate: 10Research: 21
A safety or compliance lead at a consumer-health or food brand struggles to catch developments like "FDA approves first in class targeted therapy for metastatic pancreatic cancer" 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.
Agencies 61/100 avg
Agencies & Professional Services
Validate: 4Research: 6Rethink: 1
Agencies use AI to draft client work but rarely preserve prompt context, review status, usage rights notes, or final approval trails.
Finance 61/100 avg
Finance & Accounting
Validate: 4Research: 8
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 58/100 avg
Legal, Risk & Compliance
Validate: 1Research: 7
Users worry that AI prompts, uploads, account state, and sensitive work artifacts are not controlled tightly enough.
Property 58/100 avg
Real Estate & Property
Validate: 2Research: 3Rethink: 2
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 57/100 avg
Retail, E-commerce & Local Services
Validate: 3Research: 8Rethink: 2
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: 6
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 | 55 | 1 | 7 | 8 | 0 |
| Legal, Risk & Compliance | 8 | 1 | 4 | 5 | 0 |
| Manufacturing & Supply Chain | 19 | 0 | 3 | 3 | 0 |
| Retail, E-commerce & Local Services | 13 | 0 | 3 | 3 | 0 |
| Healthcare & Life Sciences | 31 | 0 | 2 | 2 | 0 |
| Agencies & Professional Services | 11 | 0 | 2 | 2 | 0 |
| Real Estate & Property | 7 | 0 | 1 | 1 | 0 |
| Consumer, Media & Lifestyle | 32 | 0 | 0 | 0 | 1 |
| Hospitality & Food Service | 13 | 0 | 0 | 0 | 0 |
| Finance & Accounting | 12 | 0 | 0 | 0 | 0 |
| Construction & Field Trades | 8 | 0 | 0 | 0 | 0 |
| Government & Public Sector | 8 | 0 | 0 | 0 | 0 |
| Education & Training | 7 | 0 | 0 | 0 | 0 |
| Cross-Industry Business Operations | 6 | 0 | 0 | 0 | 0 |
| Nonprofits & Community | 5 | 0 | 0 | 0 | 0 |
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 235 reports
Launch communities
community 235 reports
Review and alternative pages
persona 235 reports
Budget owner who feels the operational cost of the broken workflow.
persona 235 reports
Hands-on operator willing to pilot a narrow tool before a full rollout.
community 144 reports
Reddit / forums
regulation 39 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 10-1
regulation 39 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 06-1
regulation 39 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 08-2
regulation 33 reports
Facilitating Implementation of Next Generation 911 Services (NG911); Improving 911 Reliability
adoption-signal 66 reports
openai (pypi)
regulation 39 reports
FDA FSMA Section 204 food traceability compliance
keyword 44 reports
monitor software
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
"Something's Off" With Mowalola and Jordan Brand
No published report links to this signal yet.
trend-signal score 100
Le Creuset’s Newest Color Is So Classically Chic, I Can’t Believe It’s Been Unreleased (Until Now!)
No published report links to this signal yet.
trend-signal score 100
The High-Fiber, High-Protein Soup I Make Every Fall
No published report links to this signal yet.
trend-signal score 100
La Sponda Debuts at Vita at Grove Isle
No published report links to this signal yet.
trend-signal score 100
This Classic IKEA Side Table Now Comes in a New Dreamy Color for Only $25
No published report links to this signal yet.
trend-signal score 100
When Helping Becomes Controlling: What I Learned About Fear and Love
No published report links to this signal yet.
trend-signal score 100
How Miyako Bellizzi Styled—and Walked—6397’s Debut Runway Show
No published report links to this signal yet.
trend-signal score 100
Kat Von D’s Flower Garden Is Pure Gothic Glamour – and It’s So Easy to Get the Look
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 | 4190 | 26 | 100 | 3529 | |
| Software & AI | 2897 | 39 | 72 | 3174 | |
| Field Trades | 2033 | 5 | 34 | 3067 | |
| Business Ops | 3324 | 50 | 84 | 2063 | |
| Agencies | 2412 | 6 | 81 | 1906 | |
| Property | 1200 | 3 | 17 | 1565 | |
| Retail & Local | 725 | 6 | 21 | 730 | |
| Manufacturing | 934 | 20 | 37 | 713 |
What changed
The latest graph movements.
Entity-level diffs from the daily fingerprint run. Full ledger at /changes/, machine-readable at /changes.json.
- removed 2026-09-16 Removed trend-signal: Unvaccinated Woman Likely Died of Measles Complications, Pa. County Coroner Says
- removed 2026-09-16 Removed regulation: Safety Zone; Fireworks Display, Ohio River, Follansbee, WV
- removed 2026-09-16 Removed regulation: Safety Zone; Lake Erie, Avon Lake, OH
- removed 2026-09-16 Removed regulation: Takes of Marine Mammals Incidental to Specified Activities; Taking Marine Mammals Incidental to Texas Parks and Wildlife Department Fisheries Research
- removed 2026-09-16 Removed complaint-cluster: Output quality and hallucination complaints
- added 2026-09-16 New trend-signal: The Best Suede Bags to Invest In This Season
- updated 2026-09-16 Germany B2B e-invoicing transition milestone: daysUntilEffective 108 → 107
- added 2026-09-16 New regulation: Airworthiness Directives; MD Helicopters, LLC Helicopters
- added 2026-09-16 New regulation: Amendment of Class D and Class E Airspace Over Hyannis, MA
- added 2026-09-16 New regulation: Pacific Island Fisheries; Catch and Retention Limits for Striped Marlin in the Western and Central Pacific Ocean North of the Equator
- added 2026-09-16 New regulation: Airworthiness Directives; Pilatus Aircraft Ltd. Airplanes
- added 2026-09-16 New regulation: Shared Certificates and Pooled Hiring Actions
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.
233 of 235 reports matched a vertical directly; 2 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/.