Source-graded analyses across geopolitics, markets, cyber, and supply chains, with limitations stated, not hidden.
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Reliability-graded sources · every finding labeled with confidence
Sources Graded
A graded source corpus
Admiralty-framework reliability assessment
Confidence Calibrated
Every claim calibrated to evidence strength
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ModerateMiddle East military tensions have created a complex oil market dynamic where traditional supply shock logic collides with accelerating demand destruction. The ongoing disruption…
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Information overload without structure. No way to separate signal from noise.
Analytical blind spots go undetected in manual analysis. The same patterns that distort judgment operate invisibly.
Conclusions without traceable evidence chains. No way to verify how you got there.
Pipeline
Evidence Collection
24 sources across 8 categories
Sources
Validation Checks
How Mapshock builds calibrated intelligence: evidence collected, sources graded, claims validated against competing hypotheses.
Illustrating Mapshock's analytical methodology
Six outcomes. Thirty-five capabilities that deliver them.
Continuous monitoring of the entities, topics, and narratives you cannot afford to miss.
Set what matters to you — entities, topics, claims, source clusters. Mapshock surfaces material changes as they happen, with severity and recency stated. No daily scroll through irrelevant feeds; the signal comes to you.
Trace evidence across entities, claims, and time. Ask follow-ups. See the picture compound.
The Knowledge Map renders relationships across analyses; MARIA answers follow-ups with provenance. Hypothesis extraction surfaces competing explanations, not just the leading view. Every claim is traceable to graded sources.
Make your strongest case survive adversarial scrutiny — before the room does.
Red-team your strongest hypothesis. Run formal debates between competing positions. Score robustness across evidence dependency graphs. Fork the analysis to compare alternative paths side by side.
Probabilistic forecasts published with resolution dates. The track record is public — including the misses.
Predictions ship with explicit probabilities, resolution horizons, and confidence labels. Outcomes are tracked. The public track record shows calibration by confidence and horizon — including the forecasts we got wrong.
Decision-ready deliverables in your stakeholders' format — claims source-graded, confidence labeled.
Structured briefs in formats your board recognizes. Dossiers on entities and events compiled from accumulated research. Reusable playbooks for the analyses your team runs regularly. Every conclusion ships with its evidence chain.
Every conclusion traceable, sources scored, methods reusable. Your team's calibrated intelligence picture compounds.
Source grading captures what each domain has earned the right to claim. Provenance tracing maps every conclusion back through the evidence chain. Memory and skills preserve the analytical workflows that worked. Your dashboard surfaces what you set up to track.
Full reference for procurement + RFP teams
Type any strategic question. Complexity classified, right analytical approach selected automatically.
Evidence collected from across the web, every source graded for reliability.
Structured methods applied across analytical domains. Sources weighted by reliability grade. Confidence calibrated on every finding.
Entities, relationships, hypotheses, and claims extracted automatically. Your calibrated intelligence picture deepens.
Monitor topics, test hypotheses, trace provenance. Forecasts resolve. The track record grows. The platform surfaces what matters next.
...and the cycle continues
Simulated analysis for demonstration
See how intelligence teams use Mapshock end-to-end, from incoming signal to source-graded brief.
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Built for strategic analysts, competitive intelligence teams, risk managers, and policy researchers.
What organizations ask us before deciding to work together.
Mapshock is a calibrated intelligence platform. We publish forecasts with explicit probabilities and resolution dates, then publish the resolutions — including the ones we got wrong. Source-graded evidence, structured analytic techniques, and confidence labels on every finding. Built for competitive, market, geopolitical, and threat analysis.
Traditional research firms deliver on a timeline of weeks and charge in the tens of thousands per deliverable. Mapshock delivers source-graded, calibrated analysis in hours, with every finding traceable to evidence and every conclusion labeled with confidence. You can re-run an analysis as new evidence arrives, and your calibrated intelligence picture compounds across every question you ask.
Strategy teams for competitive and market analysis, security leaders for threat analysis, risk and operations teams for geopolitical and supply-chain risk, and executive leadership for briefings and situational awareness. Mapshock augments in-house intelligence teams and serves organizations without one.
Mapshock delivers research and analysis with source grading, hypothesis testing, and confidence calibration. Available on demand, without standing up a dedicated research desk. For organizations with existing research teams, Mapshock accelerates the work those teams already do, particularly on source grading, competing-hypothesis testing, and confidence calibration.
Every analysis goes through automated quality checks, including blind spot detection, source validation, confidence calibration, and structured counter-analysis, before you see it. Structured analytic techniques from the calibrated intelligence practice are applied automatically.
Mapshock covers analytical domains including geopolitics, cybersecurity, finance, technology, energy, defense, and supply chain — calibrated against outcomes via a public track record. Sources are drawn from a graded corpus of news, government data, peer-reviewed research, and think-tank publications.
A graded source corpus. Calibrated intelligence across analytical domains.
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