We trace where decisions lose their evidence.
The Korvai Intelligence Engineering Methodology™ (KIEM) is one method applied to two worlds: the data that runs projects, and the data that protects organizations. The goal is never more reporting — it is better decisions backed by information you can trust.
Most failures aren’t technology failures. They’re data failures.
The information that would have prevented the bad outcome almost always existed somewhere. It just lost its value on the way to the decision — in one of six ways.
missed
Important information was never captured, recorded, or escalated.
ignored
Information was available but not acted upon.
disconnected
Related information existed in separate places and was not connected.
untrusted
Data was doubted because of quality, credibility, inconsistency, or timing concerns.
unused
Data was collected or reported but not used in analysis or decision-making.
misclassified
Information was assigned the wrong status, severity, category, owner, or reporting treatment.
From raw data to trusted decision.
Eight stages every piece of information passes through.
Create
Who or what generated the data — and was anything missed?
Transmit
How it moved — did it arrive, get delayed, or get altered?
Transform
How it was summarized or reclassified — was meaning lost?
Store
Where it lives — is it protected, accessible, complete?
Consume
Who actually used it — or ignored it?
Correlate
What it should connect to — where data becomes intelligence.
Govern
Ownership, retention, and compliance.
Decide & Act
The decision made — and the outcome it produced.
A confidence score for your intelligence.
Completeness, quality, trust, correlation, context, and timeliness combine into a single number — how much you should actually trust the picture in front of you.
Reported status
GREEN
Intelligence confidence
32%
Ten open risks, three slipped milestones, a key vendor leaving. The recommendation: this should be amber.
The same lens, pointed at two different worlds.
Project & PMO Intelligence
Most project failures are information failures — risks ignored, dependencies uncorrelated, status untrusted. We trace where project data loses decision value between the work front and the steering committee.
See field observations →Converged Security Intelligence
Physical events, cyber telemetry, and business context sit in separate silos. We connect them into one trusted picture — so a badge swipe, a VPN login, and a vacation calendar can be read as a single signal.
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