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.
Consumer & Media 72/100 avg
Consumer, Media & Lifestyle
Validate: 34Research: 10Rethink: 1
A buyer or merchandiser at a home and garden retailer struggles to catch developments like "House with 15m underground tunnels for sale for 300k" early and turn them into a decision, because home product launches, deals, and housing shifts are scattered across news, forums, and filings with no filter for what actually affects their work.
Business Ops 71/100 avg
Cross-Industry Business Operations
Validate: 9Research: 2
An operator who must act on fast-moving developments in their field struggles to catch developments like "Augusto Cury surges in global coverage" 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.
Hospitality 70/100 avg
Hospitality & Food Service
Validate: 11Research: 6
A product or marketing lead at a food or beverage brand struggles to catch developments like "Debate over iced coffee at interviews" 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: 34Research: 20Rethink: 3
Teams increasingly rely on AI tools but lose work time when responses fail, latency spikes, or automations silently break.
Healthcare 64/100 avg
Healthcare & Life Sciences
Validate: 16Research: 24
A safety or compliance lead at a consumer-health or food brand struggles to catch developments like "ADHD as a circadian rhythm disorder: evidence and implications for chronotherapy (2025)" 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: 10
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.
Agencies 59/100 avg
Agencies & Professional Services
Validate: 4Research: 11Rethink: 1
Agencies use AI to draft client work but rarely preserve prompt context, review status, usage rights notes, or final approval trails.
Legal & Risk 57/100 avg
Legal, Risk & Compliance
Validate: 1Research: 8
Users worry that AI prompts, uploads, account state, and sensitive work artifacts are not controlled tightly enough.
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.
Education 57/100 avg
Education & Training
Validate: 1Research: 7
Students miss scholarship opportunities because requirements, essays, references, transcripts, and dates are tracked across scattered notes.
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.
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 | 57 | 1 | 7 | 8 | 0 |
| Legal, Risk & Compliance | 9 | 1 | 4 | 5 | 0 |
| Manufacturing & Supply Chain | 20 | 0 | 4 | 4 | 3 |
| Retail, E-commerce & Local Services | 17 | 0 | 3 | 3 | 0 |
| Healthcare & Life Sciences | 40 | 0 | 2 | 2 | 3 |
| Agencies & Professional Services | 16 | 0 | 2 | 2 | 0 |
| Consumer, Media & Lifestyle | 45 | 0 | 1 | 1 | 6 |
| Real Estate & Property | 9 | 0 | 1 | 1 | 0 |
| Hospitality & Food Service | 17 | 0 | 0 | 0 | 3 |
| Finance & Accounting | 14 | 0 | 0 | 0 | 0 |
| Cross-Industry Business Operations | 11 | 0 | 0 | 0 | 4 |
| Construction & Field Trades | 9 | 0 | 0 | 0 | 0 |
| Education & Training | 8 | 0 | 0 | 0 | 0 |
| Government & Public Sector | 8 | 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 285 reports
Launch communities
community 285 reports
Review and alternative pages
persona 285 reports
Budget owner who feels the operational cost of the broken workflow.
persona 285 reports
Hands-on operator willing to pilot a narrow tool before a full rollout.
community 169 reports
Reddit / forums
regulation 43 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 06-1
regulation 43 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 08-2
regulation 42 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 10-1
adoption-signal 68 reports
openai (pypi)
regulation 49 reports
FDA FSMA Section 204 food traceability compliance
regulation 27 reports
Revocation of Obsolete Rules Regarding Infant Bouncer Seats and Stationary Activity Centers
regulation 16 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
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
This Creepy, Breathing Steering Wheel Is One Way Your Car Could Drive With You Instead of For You
No published report links to this signal yet.
trend-signal score 100
Olivia Rodrigo Adds the Season’s Favorite Brooch to Her Courtside Look
No published report links to this signal yet.
trend-signal score 100
Sony agrees to transfer over 400 global VR patents to Meta following December 2025 agreement
No published report links to this signal yet.
trend-signal score 100
Best Strategy for Early Septic Shock; Hormone Therapy and Blood Clot Risk
No published report links to this signal yet.
trend-signal score 100
Food safety tips for hurricane recovery
No published report links to this signal yet.
trend-signal score 100
Kinnik Is Hiring A Freelance Fashion Designer (Remote, NYC or Hybrid)
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 | 5918 | 35 | 134 | 4938 | |
| Software & AI | 4614 | 41 | 93 | 4824 | |
| Field Trades | 3442 | 6 | 51 | 3918 | |
| Agencies | 3375 | 11 | 100 | 2704 | |
| Property | 2015 | 5 | 25 | 2260 | |
| Consumer & Media | 733 | 19 | 41 | 1468 | |
| Retail & Local | 1151 | 10 | 23 | 1206 | |
| Finance | 677 | 8 | 4 | 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 2026-10-11 Removed trend-signal: ella langley tulsa
- removed 2026-10-11 Removed complaint-cluster: Output quality and hallucination complaints
- removed 2026-10-11 Removed complaint-cluster: Billing, pricing, and subscription friction
- added 2026-10-11 New trend-signal: yorkshire wildlife park
- added 2026-10-11 New trend-signal: Carolina Health News surges in global coverage
- added 2026-10-11 New trend-signal: Pfizer surges in global coverage
- added 2026-10-11 New trend-signal: Amgen surges in global coverage
- updated 2026-10-11 Germany B2B e-invoicing transition milestone: daysUntilEffective 83 → 82
- added 2026-10-11 New regulation: Project-Level Predecisional Administrative Review Process
- added 2026-10-11 New regulation: Fees for Services Performed in Connection With Licensing and Related Services-2026 Update
- added 2026-10-11 New regulation: Magnuson-Stevens Act Provisions; Fisheries off West Coast States; Pacific Coast Groundfish Fishery; Pacific Coast Groundfish Fishery Management Plan; Fixed Gear Marking and Entanglement Risk Reduction
- added 2026-10-11 New regulation: Fisheries of the Exclusive Economic Zone off Alaska; Reallocation of Pacific Cod in the Western Regulatory Area of the Gulf of Alaska
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.
279 of 285 reports matched a vertical directly; 6 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/.