Built for professionals who pay for decisions that settle.
This is not a chatbot theme pack. Hazard intelligence officer gets a sector workplace — instruments, freshness, proof, and reality scoring — so the product earns trust and revenue.
- Place-aware hazard windows with source freshness
- Weather + disaster feeds settle against reality
- Awareness product — not emergency dispatch
Commercial posture
Paid desk, free proof of honesty
Subscribe for continuous feed-backed volume and team workflows. Public scoreboard honesty stays free.
You inspect. KELLY writes truth.
Customers never write Neon / prime memory / GraphState. That boundary is the product.
Hazard intelligence officer · Answered directly by KELLY · public writes blocked
paid hazard intelligence desk
Situational awareness professionals trust — not panic UI
Place-aware weather and disaster windows with official source freshness, alerts, and observed closure — not emergency command authority.
Hazard intelligence officer
Emergency-operations style awareness board
density · operations
lens → KELLY answers
Ask KELLY in this workplace
What is the highest-priority risk for this place in the next window?
Success: Place, hazard priority, source time, alert posture, and closure path are all visible before any risk claim.
Primary instrument
hazard window
- · place authority
- · hazard priority
- · alert status
- · forecast freshness
- · observed closure
Lexicon
- Action
- Check place
- Artifact
- Hazard card
- Score
- Closure accuracy
- Freshness
- Alert age
- Risk
- Stale or missing alert
Non-goals
- · Emergency dispatch
- · Evacuation orders
- · Pretty maps without timestamps
- · Fake certainty
Weather and Disaster Lab
Emergency-operations style awareness board
Check hazard risk near you with proof-linked reads from NOAA, NWS, and public feeds.
Every snapshot names source freshness, place authority, and the closure path back to Glass Lab.
Primary instrument: hazard window. Success: Place, hazard priority, source time, alert posture, and closure path are all visible before any risk claim.
Hazard telemetry
Location, forecast, alert, observation, freshness, and closure remain separate artifacts.
WOW feature
Place-aware hazard window
Not another chat box: this lens has its own instrument, forecast posture, and artifact trail.
Users want
Plain-language hazard chance, what to watch, and official alerts for your area.
Proof that matters
Every important output should open backward to source and forward to replay, settlement, calibration, or memory lineage.
Open proof targetcommon operating picture
Place, hazard, alert, closure
What is the highest-risk change near this place in the next 24 hours?
primary operator read
hazard window
The weather lens leads with place authority, alert freshness, hazard pressure, and observed closure path.
Place authority
resolved
Location context before forecast.
Alert posture
watched
Official alert state is separate from model risk.
Forecast age
visible
Freshness is shown before confidence.
Emergency boundary
not instruction
Awareness, not emergency guidance.
hazard scan grid
hazard grid
Incident pressure
A disaster window needs map-like scanning even when the public page has no live map tile.
Flood
Rain, river, and alert source posture.
Fire
Wind, dryness, and closure evidence.
Heat
Threshold, duration, and vulnerable window.
closure path
Observation trail
Forecasts remain provisional until observations close the hazard claim.
Forecast
Weather feed timestamp.
Alert
Agency source lane.
Observe
Reality updates memory eligibility.
Sector loop
Place
Resolve coarse place context.
Forecast
Read weather source and timestamp.
Alert
Separate alert posture from model risk.
Close
Observed outcome decides the loop.
Conversation flow
Ask
You pose a bounded question in plain language.
Source plan
KELLY chooses what reality to consult before answering.
Evidence
Live and historical artifacts are compared under uncertainty.
Answer
A bounded reply separates known from uncertain.
Watch
Open questions get a private watch lane until reality closes.
High-value forecast
Hazard window
Check weather and disaster risk near you — proof-backed reads from NOAA and NWS.
Use presetAsk KELLY here
In-lab conversation
Ask for place, time window, alert freshness, and observed closure path.
Ask in this labProof artifact
Place + hazard card
Geo authority, weather source time, alert posture, and closure evidence.
Open proofDedicated app
Open full lens
Use the dedicated sector app when you want more room for charts, timelines, proof cards, and live updates.
Open Weather and Disaster Lab appLens artifact passport
Every serious output must trace to an artifact. The answer stays simple on the surface, the heartbeat visible in the top bar proves the engine clock is present, and these links open the source, health, guide, user controls, or Glass Lab proof when the user wants depth.
Dedicated app
Open Weather and Disaster Lab app opens the standalone Weather and Disaster Lab surface when a sector needs more room.
OpenLive forecast API
Machine-readable sector output for forecast cards, proof widgets, or status monitors.
OpenArtifact spine
Eight-step proof chain for this lens: source, observation, hypothesis, proof, replay, settlement, calibration, memory.
OpenUser controls
Export, delete, location, privacy, and feedback controls stay visible from every lens.
OpenHazard intelligence desk · weather + disaster product
Place → feed-backed window → observe → settle → score
Paid situational awareness for operators who need timestamps and closure — not panic UI. Open-Meteo, NWS, USGS, and related feeds stack into historical corpus and the public scoreboard.
Weather settled
0
First-win volume toward 100
Open weather precommits
0
Awaiting later observation
Mean Brier (weather)
—
Honest empty stays empty
To first-win 100
100
Settled weather forecasts remaining
Place-first
- · Device location or worldwide baseline
- · Geo authority before risk language
- · Private location never writes public truth
Multi-hazard feeds
- · Weather risk + earth disaster templates
- · Open-Meteo / NWS / USGS / FIRMS path
- · Corpus stack + live settle horizon 1
What customers pay for
- · Continuous place-aware windows
- · Observed closure on the scoreboard
- · Glass Lab proof — not decorative maps
Weather first-win domain locked — waiting for feed-backed settles. · Not emergency dispatch.
Hazard intelligence card
Live place-aware probability, coaches, feed honesty, and proof — composed for professionals who buy situational awareness. Education and decision support only; not emergency authority or dispatch.
Location not set - card uses worldwide baseline.
Engine → scoreboard bridge
Waiting for first weather feed settle tick (or rebridge)
No bridge run yet · Neon optional
Feed ticks settle forecasts; bridge mirrors them into durable precommits for the public scoreboard. No prime memory write.
Ask KELLY inside this lab
The question stays in this sector lens. KELLY answers here with a bounded answer, visible uncertainty, proof path, and the next reality check when more evidence is needed. No page jump, no generic redirect.
KELLY response
This panel shows the answer inside the lab. It does not create public ground truth, memory, or GraphState writes. The proof link is the handoff when you want the moving parts under the magnifying glass.
How KELLY should answer in this lens
Use plain decision language. Name the target, time horizon, stakes, uncertainty, and what evidence would change the answer. KELLY should respond with a bounded artifact, not an engine dump.
Source families
Live signals
Proof windows
User workflow
Pick a place and ask for the next hazard window.
Check whether an alert is fresh, stale, or missing.
Use private location for relevance without changing worldwide truth.
KELLY work behind the lens
Separates location, forecast, alert, observation, and closure.
Treats weather as awareness, not emergency instruction.
Keeps source freshness visible before presenting risk.
Artifact trace rail
Every lens output should be traceable backward to source and proof, then forward to replay, settlement, calibration, memory eligibility, or quarantine.
Lab contract
mode
read-only lens
authority
KELLY Prime
proof target
#weather
Public boundary
Read-only awareness. Not emergency instruction.
Why this is different
KELLY does not just answer from text. Each lens keeps the answer connected to source posture, proof, replay, settlement, calibration, and memory eligibility so the user can see how the engine knows, what it is watching, and what would change its mind.