SignalsMonitor PUBLIC ROADMAP
SIGNALSMONITOR / PRODUCT DIRECTION

Where the signal becomes intelligence.

SignalsMonitor is building a real-time intelligence layer for the world's news — discovering stories, connecting developments and identifying unusual activity as it happens.

The SignalsMonitor journey

From first signal to
a living news monitor.

The components, turning points and refinements that shaped the monitor. A little more context. A clearer picture. One build at a time.

  1. 01 / FOUNDATIONFIRST BUILD

    The first signal.

    The product foundations and first live data pipeline take shape. Public information starts becoming a connected, live monitor.

    • Source ingestion
    • Live delivery
    • Monitoring foundation
  2. 02 / EXPLORATION

    A world to explore.

    The first map-first dashboard brings live signals into a navigable world view, with mobile overlays and database-backed reporting.

    • Interactive map
    • Mobile overlays
    • Database-backed signals
  3. 03 / CONNECTIONS

    More sources. A shared conversation.

    Publisher feeds broaden the picture. Community chat brings readers together, while source health makes the condition of the inputs visible.

    • Publisher feeds
    • Community chat
    • Source health
  4. 04 / WORLD CONTEXT

    More ways to see the world.

    Public camera networks and official live TV expand the supporting context.

    • Camera directory
    • Regional networks
    • Live TV
    05 / NEWS FIRSTTURNING POINT

    News moves to the foreground.

    Live Stories becomes the main experience, with publisher images and a browsable card grid.

    • Live Stories
    • Story images
    • Card grid
  5. 06 / EVENT INTELLIGENCE

    Reports become durable events.

    Event intelligence and publisher association connect reporting while preserving its sources.

    • Durable events
    • Publisher coverage
    • Provenance
    07 / MOMENTUM & PLACE

    Momentum, with geographic truth.

    Developing Now follows growing coverage. The map becomes more selective about where an event actually happened.

    • Developing Now
    • Geographic eligibility
    08 / MEMORY

    Foundations for memory.

    Historical-memory and retention groundwork prepare the system to retain useful event context.

    FOUNDATION BUILT
    NOT PUBLIC REPLAY
  6. 09 / TIME & DISCOVERY

    Browse beyond right now.

    Time windows and cursor-based browsing make it easier to explore what has been happening.

    LIVE1H6H12H24H
    • Load more
    • Cursor pagination
    10 / THE READING EXPERIENCE

    Stories get an editorial shape.

    Variable card sizing creates visual hierarchy. Story Detail brings the reporting and event context together.

    • Editorial grid
    • Story Detail
    • Event context
  7. 11 / CLARITY

    Clearer coverage, clearer activity.

    Publisher counts become consistent across story surfaces, while activity level makes freshness easier to understand.

    • Publisher-count truth
    • Activity level
    • Detail refinements
  8. 12 / A STRONGER FOUNDATIONLATEST BUILD

    Ready for the next chapter.

    Production hardening and independent story loading improve resilience and the reading experience. The foundation gets stronger before the next layer is added.

    • Performance
    • Reliability
    • Accessibility
NEXT / IN DEVELOPMENT

Your monitor, across visits.

Accounts, permanent handles, followed stories and personal catch-up are live. Telegram integration is planned.

Explore what’s next

A record of the build, not a release promise. Dates trace verified repository milestones in Europe/London time. Future plans stay separate from completed engineering work.

LIVE available nowIN DEVELOPMENT being shapedPLANNED intended directionEXPLORING under consideration
01 / LIVE

The foundation

CORE CAPABILITYLIVE

Real-time ingestion

SignalsMonitor continuously monitors publisher feeds, first-party sources, authorities and structured public data.
EVENT INTELLIGENCELIVE

Durable events

Multiple observations can contribute to a lasting event instead of arriving as unrelated cards.
PROVENANCELIVE

Source-aware timelines

Information keeps its source, timestamp and evidence trail while events evolve through meaningful updates.
OPERATIONSLIVE

Source health & live delivery

The platform monitors whether its inputs are operational and delivers new information through live updates.
02 / IN DEVELOPMENT

A better news signal

NEWS FIRSTIN DEVELOPMENT

The global real-time story monitor

SignalsMonitor is becoming a monitor of meaningful world stories — politics, crime, business, finance, technology, entertainment, sport, science, health, human interest, conflict and major natural events.

Thousands of machine observations may be useful to specialist surfaces. Only genuinely interesting events should lead the main Live Stories experience.

STORY MOMENTUMIN DEVELOPMENT

Developing Now

Developing Now is about a real story rapidly attracting new coverage: 1 publisher, then 3, then 8, then 21. Twenty repeated updates from one source are not equivalent to twenty publishers discovering the same story.

Future cards can show the useful shape of momentum: 17 publishers · +11 in 15m.

GEOGRAPHIC TRUTHIN DEVELOPMENT

Map only what is genuinely geographic

Not every story needs a pin. SignalsMonitor separates event location, affected area, mentioned place, jurisdiction and venue. A company announcement can be a Live Story without being map-eligible; a physical incident can be both.
GLOBAL COVERAGEIN DEVELOPMENT

Broader, better inputs

Coverage is expanding through international, national and local publishers, first-party organisations, authorities, sport, entertainment, technology, business, science and health sources — including high-value non-English sources.
EVIDENCE-BACKEDIN DEVELOPMENT

Breaking that means something

Breaking detection is being developed from recency, publisher acceleration, authority evidence and material changes — not from a keyword, a dramatic headline or a recent publication time.
03 / PLANNED

Stories with a past and a future

STORY MEMORYPLANNED

Remember the story

SignalsMonitor should remember first detection, first publisher, first-party and authority evidence, peak coverage and the last material update. A development months later can reconnect to the story that came before it.
STORY ARCSPLANNED

Public Story Arc timelines

News rarely exists as isolated headlines. Missing person → investigation → arrest → trial → verdict. Rumour → announcement → review → approval → completion. One evolving story, with its real milestones preserved. Related developments stay separate events. Initial public links will require operator review; model suggestions do not automatically become public relationships.
RELATIONSHIP INTELLIGENCEPLANNED

Related, not automatically causal

Future relationship types may include follow-up, response, escalation, contradiction, same topic, related development and outcome. A relationship should never be presented as causation without evidence.
HISTORICAL EXPLORATIONPLANNED

Historical replay

Explore when a story was first detected, who reported it first, how coverage spread, what changed and how the story resolved — using retained evidence rather than reconstructed hindsight. Replay will show only the evidence available at the selected time, within verified retained history; a 90-day archive is not promised before it is operational.
READER TOOLS / NEXT

Your monitor, across visits

PERSONAL CATCH-UPIN DEVELOPMENT

Since your last visit

Registered readers can catch up on new stories, additional publisher coverage and recorded event developments since their last visit. Another publisher reporting a story is not presented as a new fact.
FOLLOW STORIESIN DEVELOPMENT

Follow a story

Save a durable event to your account, return to your followed stories on another device and see unread coverage or developments. Optional notifications come separately; following does not change public ranking.
SAVED VIEWSPLANNED

Saved monitoring views

Save combinations such as UK politics, technology in the last six hours or local crime. Geographic views will use established event locations rather than incidental place mentions.
COVERAGE COMPARISONPLANNED

Compare publisher coverage

Compare headlines, bounded excerpts, publication times and original links side by side. See differences in reporting without invented bias scores or treating publisher count as proof.
READER ACCOUNTSIN DEVELOPMENT

One account, permanent identity

Passwordless email sign-in, one-time magic links, saved site preferences and a permanent community chat handle. News remains public; your email address, follows and preferences remain private.
TELEGRAMPLANNED

Updates where you follow the news

Explore an official SignalsMonitor Telegram group or channel and controlled notification delivery. Telegram is optional; no private account data or community conversation will be broadcast without an explicit opt-in.
04 / PLANNED

Understand what is unusual

ANOMALY DETECTIONPLANNED

Learn what normal looks like

Long-term memory can establish baselines for publisher velocity, entity activity, topics, places, domains and unusual local signals. An anomaly identifies an unusual pattern; it does not automatically claim importance or causation.
ILLUSTRATIVE / NOT LIVEUNUSUAL ACTIVITYEntity XCoverage 11.4× normal3 → 18 publishers in 14 minutes · Technology · Finance · Politics
HISTORICAL BASELINESPLANNED

Compare like with like

What is normal differs by domain. A football transfer should be compared with football transfers; an entertainment announcement with entertainment announcements; a technology launch with technology launches.
OPTIONAL NOTIFICATIONSPLANNED

Only meaningful updates

Follow a durable event or story arc and receive material developments — new authority evidence, a major factual change, a momentum shift or an outcome — rather than every new publisher article.
PERSONALISATIONPLANNED

Alerts that match your attention

Future alerts may follow a person, company, team, country, city, topic, story or event, with the same evidence-aware boundaries as the public monitor.
05 / EXPLORING

Signals around the signal

PROBABILITY & PREDICTION MARKETSEXPLORING

Market expectations as context

Events may eventually be enriched with relevant market-derived expectations from external prediction markets. That is context — not fact, certainty or SignalsMonitor editorial opinion.
ILLUSTRATIVE / NOT LIVEMARKET EXPECTATION64%↑ 11 percentage points today

A rapid movement, such as 21% → 48% in 25 minutes, could become an unusual signal when combined with publisher and entity activity. It would not prove that a news event occurred.

SIGNALSMONITOR FORECASTSEXPLORING

Forecast measurable outcomes

With enough history, SignalsMonitor could forecast specific, resolvable outcomes: the probability a story reaches 25 publishers within 30 minutes, or receives a material update within 24 hours. Never a vague “chance this is true.”
INTELLIGENCE ENRICHMENTEXPLORING

Structured understanding

Selective machine assistance may identify event domains, actions, entities, geography roles, material updates and claims requiring attribution. Models may propose structure; provenance, timestamps and source evidence remain deterministic.
SELECTIVE RESEARCHEXPLORING

Investigate the moments that matter

When a story accelerates, an anomaly appears, evidence conflicts or a relationship candidate emerges, SignalsMonitor may selectively seek additional public evidence instead of researching every raw signal.
06 / PRINCIPLES

What we will not do

NO FAKE MAP PRECISIONA mentioned place is not automatically where an event happened.

NO “BREAKING” EVERYTHINGBreaking should mean something.

NO SOURCE-COUNT THEATRERepeated updates from one source are still one source.

NO INVENTED CAUSATIONRelated events are not automatically causal.

NO FAKE PROBABILITYForecasts need measurable outcomes and calibration.

NO TELEMETRY FLOODRoutine machine incidents should not overwhelm real news.

The live monitor is the foundation. The roadmap is the direction: from signals, to stories, to memory, to intelligence.

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