Methodology

An edge you can trace.
A thesis you can challenge.

Trace sources. Test competing explanations. Connect the consequences. Vigil combines geospatial context, independent evidence and specialist judgment into intelligence you can inspect, challenge and act on.

More than a summary.
An investigation you can inspect.

From orbit to on-the-ground.

Connect the physical and digital world. Inform your next move with more than the headline.

Earth observation

Satellite imagery, geospatial datasets, weather observations and environmental sensors.

Movement & logistics

Public flight-tracking and ADS-B data, maritime AIS, port notices and transport-disruption reports.

News & public conversation

Newsrooms, local-language reporting, specialist publications, RSS, public social feeds and open forums.

Official & corporate records

Regulatory filings, earnings releases, company registries, procurement notices, sanctions and government statistics.

Trade & market context

Published trade flows, commodity reports, exchange disclosures and prediction-market contracts and resolution rules.

Original & collaborative intelligence

Public contributor observations, local reporting, commissioned field evidence and specialist technical analysis.

A specialist swarm. A stronger assessment.

  1. WATCH

    Discover

    Spot the development across global sources.

  2. TRACE

    Investigate

    Establish origin, location and timing.

  3. CHALLENGE

    Challenge

    Test the strongest competing explanation.

  4. IMPACT

    Connect

    Follow exposure into companies and markets.

  5. COMMAND

    Synthesize

    Deliver the thesis and next trigger to watch.

One assessment, with evidence, counterarguments and a clear next question. People on the ground help resolve what public sources cannot.

The intelligence journey

Observe → Structure →
Challenge → Synthesize → Act.

Observe

Record the original source, place and observation time. Public sources and contributor submissions preserve attribution, chronology and disclosure. Text, news and official records sit alongside images, video and drone footage.

Structure

Separate a claim from its evidence. Locate visual material using landmarks, terrain and independent geographic references; reconstruct capture time separately from publication time. Preserve original context and distinguish a new observation from recycled footage.

Challenge

Test independent corroboration, source credibility, incentives, bias and framing. Trace repeated accounts to their origins. Retain counterevidence, contradictions and the strongest competing explanation. Uncertainty includes freshness, geographic coverage and gaps in observation.

Synthesize

Bring specialist findings into a focused brief with source links, dissent and confidence dimensions intact. Confidence is multidimensional; not one magic number. AI assists cited analysis; it does not set verification, moderation, reputation, access or rewards.

Act

Connect the assessment to a named business, asset or decision. Distinguish direct exposure from conditional second-order effects. Identify the next observable trigger, or commission the missing original intelligence.

The Intelligence Graph:
connect what others miss.

A port closure connects a place, a shipping route, delivery windows and commodity exposure. The Intelligence Graph preserves those relationships, including what supports or contradicts each claim. New evidence updates the wider thesis.

Port notice · Sourcesupports →Closure · Claimaffects →Shipping route · Asset

Vessel movements test whether traffic stopped. Local reporting clarifies why. Specialists connect the disruption to exposed businesses; commissioned field evidence resolves what is missing.

Verification stays accountable.

Trust is earned through independent evidence and accountable review. Contributors add reasoned corroboration or challenge; decisions remain auditable and reversible as new evidence arrives. Token weight coordinates access and attention; it never determines truth.

Reputation is domain-specific and event-driven, reflecting accuracy, useful corroboration, successful challenges and reviewer quality. Inspect your profile, contribute a signal or use existing account access.

Intelligence. Democratised.

The intelligence edge should not belong only to governments and institutions. Put AI specialists, global evidence and people on the ground behind your next decision.