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: 13Research: 1Rethink: 1
An operations lead managing supply-chain and trade exposure struggles to catch developments like "Argentina surges in global coverage" 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.
Software & AI 70/100 avg
Software, AI & Developer Tooling
Validate: 21Research: 8Rethink: 1
Teams increasingly rely on AI tools but lose work time when responses fail, latency spikes, or automations silently break.
Business Ops 67/100 avg
Cross-Industry Business Operations
Validate: 20Research: 9Rethink: 4
A security lead at a small or mid-sized organization struggles to catch developments like "CVE-2026-8037: Progress LoadMaster Command Injection Vulnerability actively exploited (CISA KEV)" early and turn them into a decision, because emerging threats and disclosures are scattered across news, forums, and filings with no filter for what actually affects their work.
Agencies 63/100 avg
Agencies & Professional Services
Validate: 4Research: 3Rethink: 1
Agencies use AI to draft client work but rarely preserve prompt context, review status, usage rights notes, or final approval trails.
Field Trades 62/100 avg
Construction & Field Trades
Validate: 4Research: 2Rethink: 1
Subcontractor onboarding requires insurance, W-9s, safety acknowledgments, contacts, site rules, and job-specific documents.
Public Sector 63/100 avg
Government & Public Sector
Validate: 3Research: 3
A product or engineering lead at a small software company struggles to catch developments like "libexpat now funded by the City of Munich for up to 6 months" early and turn them into a decision, because platform and tooling changes are scattered across news, forums, and filings with no filter for what actually affects their work.
Finance 63/100 avg
Finance & Accounting
Validate: 2Research: 2
Clients send receipts, statements, payroll notes, and tax documents through too many channels, creating missing-file loops before deadlines.
Nonprofits 64/100 avg
Nonprofits & Community
Validate: 2Research: 1
Grant opportunities, eligibility requirements, supporting files, and deadline reminders are scattered across calendars and inboxes.
Retail & Local 61/100 avg
Retail, E-commerce & Local Services
Validate: 3Research: 4
Food trucks juggle permits, inspection windows, insurance documents, event requirements, and renewal dates that differ by location.
Healthcare 59/100 avg
Healthcare & Life Sciences
Validate: 3Research: 14
A safety or compliance lead at a consumer-health or food brand struggles to catch developments like "CRISPR tech selectively shreds cancer cells, including "undruggable" cancers" 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.
Legal & Risk 57/100 avg
Legal, Risk & Compliance
Validate: 1Research: 6
Users worry that AI prompts, uploads, account state, and sensitive work artifacts are not controlled tightly enough.
Education 58/100 avg
Education & Training
Validate: 1Research: 4
Students miss scholarship opportunities because requirements, essays, references, transcripts, and dates are tracked across scattered notes.
Property 59/100 avg
Real Estate & Property
Validate: 1Research: 1Rethink: 1
Property managers need current certificates, licenses, and renewal reminders before vendors enter buildings, but the evidence often lives in email attachments and spreadsheets.
Hospitality 60/100 avg
Hospitality & Food Service
Research: 2
Food importers and brands must keep every SKU within pesticide maximum residue levels across many suppliers and regions, but residue findings and shifting MRL rules are scattered across regulators, NGO lab tests, and recall alerts, so a banned-substance finding becomes a recall or news story before the team catches it.
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 | 30 | 1 | 5 | 6 | 0 |
| Agencies & Professional Services | 8 | 0 | 4 | 4 | 0 |
| Legal, Risk & Compliance | 7 | 1 | 3 | 4 | 0 |
| Retail, E-commerce & Local Services | 7 | 0 | 4 | 4 | 0 |
| Healthcare & Life Sciences | 17 | 0 | 1 | 1 | 0 |
| Manufacturing & Supply Chain | 15 | 0 | 1 | 1 | 0 |
| Construction & Field Trades | 7 | 0 | 1 | 1 | 0 |
| Real Estate & Property | 3 | 0 | 1 | 1 | 0 |
| Cross-Industry Business Operations | 33 | 0 | 0 | 0 | 1 |
| Government & Public Sector | 6 | 0 | 0 | 0 | 0 |
| Education & Training | 5 | 0 | 0 | 0 | 0 |
| Finance & Accounting | 4 | 0 | 0 | 0 | 0 |
| Nonprofits & Community | 3 | 0 | 0 | 0 | 0 |
| Hospitality & Food Service | 2 | 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 147 reports
Launch communities
community 147 reports
Review and alternative pages
persona 147 reports
Budget owner who feels the operational cost of the broken workflow.
persona 147 reports
Hands-on operator willing to pilot a narrow tool before a full rollout.
community 100 reports
Reddit / forums
regulation 26 reports
Facilitating Implementation of Next Generation 911 Services (NG911); Improving 911 Reliability
adoption-signal 41 reports
openai (pypi)
regulation 19 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 10-1
regulation 19 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 06-1
regulation 19 reports
Chartering and Field of Membership for Federal Credit Unions-Interpretive Ruling and Policy Statement 08-2
regulation 16 reports
FDA FSMA Section 204 food traceability compliance
regulation 32 reports
EU Deforestation Regulation small-operator application date
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
Scientists discover Kelvin-Helmholtz Instability on the surface of the Sun
No published report links to this signal yet.
trend-signal score 100
GitHub Actions and Pages are experiencing degraded availability
No published report links to this signal yet.
trend-signal score 100
Launch HN: ProvenMetal (YC S26) delivers circuit boards in days instead of weeks
No published report links to this signal yet.
trend-signal score 100
Improving GPT‑5.6 Sol in ChatGPT, expanding GPT‑5.6 Luna access for free users
No published report links to this signal yet.
trend-signal score 100
Bioengineered chewing gum may offer a way to fight HPV and other microbes
No published report links to this signal yet.
trend-signal score 100
Welcoming the Nepalese Government to Have I Been Pwned
No published report links to this signal yet.
trend-signal score 100
New Mexico court orders Meta to pay $567m over harms to children’s mental health
No published report links to this signal yet.
trend-signal score 100
US strikes $1.2B deal to pay German firm to halt offshore wind projects
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 | 1545 | 14 | 42 | 3437 | |
| Agencies | 1037 | 3 | 54 | 1989 | |
| Business Ops | 907 | 28 | 40 | 1872 | |
| Software & AI | 1094 | 21 | 48 | 1735 | |
| Legal & Risk | 621 | 4 | 14 | 1308 | |
| Public Sector | 570 | 4 | 21 | 1120 | |
| Field Trades | 439 | 3 | 17 | 908 | |
| Property | 317 | 2 | 9 | 862 |
What changed
The latest graph movements.
Entity-level diffs from the daily fingerprint run. Full ledger at /changes/, machine-readable at /changes.json.
- removed 2026-08-08 Removed trend-signal: AMD acquires Taalas to boost inference performance by etching models in silicon
- removed 2026-08-08 Removed complaint-cluster: Output quality and hallucination complaints
- added 2026-08-08 New trend-signal: CVE-2026-8037: Progress LoadMaster Command Injection Vulnerability actively exploited (CISA KEV)
- updated 2026-08-08 Germany B2B e-invoicing transition milestone: daysUntilEffective 147 → 146
- added 2026-08-08 New regulation: Revocation of Class E Airspace; Lake Geneva, WI
- added 2026-08-08 New regulation: Amendment of Class D and Class E Airspace; Chicago/Rockford, IL
- added 2026-08-08 New regulation: Ohio Regulatory Program
- added 2026-08-08 New regulation: Hazardous Materials: Allowing Fireworks Certification Agencies (FCAs) To Approve Professional Fireworks
- updated 2026-08-08 DPAS Directive Allocation Order and Additional Requirements for Recoverable Critical Minerals and Materials: daysUntilEffective 20 → 19
- updated 2026-08-08 Pacific Halibut Fisheries of the West Coast; Inseason Action for the 2026 Area 2A Pacific Halibut Directed Commercial Fishery: daysUntilEffective 11 → 10
- updated 2026-08-08 Airworthiness Directives; Airbus Helicopters: daysUntilEffective 34 → 33
- updated 2026-08-08 Airworthiness Directives; Bell Textron Canada Limited Helicopters: daysUntilEffective 34 → 33
How classification works
Each report's market, tags, buyer, title, and problem statement are matched against a fixed keyword ontology of 14 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.
118 of 147 reports matched a vertical directly; 29 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/.