In the mid-2000s, an underwriter assessing political violence exposure in Southeast Asia read the latest country reports, called a regional specialist and checked a basic incident database. The assessment took days, and the market allowed it.
A decade later the same assessment could draw on continuous incident tracking, risk indices and specialist advisory services. There was far more to work with. The assessment still took days, because turning all of it into a decision was still done by hand.
Looking back, risk intelligence has moved through three broad waves. Each added something the previous one lacked. None of them made the earlier ones redundant, and the third is best understood as a layer underneath the first two rather than a replacement for them.
Wave one made data accessible
The first wave came as the internet made central repositories practical. Event databases, country risk ratings and mapped incident records gave underwriters structured access to history they had never been able to search before.
The offer was simple: here is the data, you analyse it. That was a real step forward. Turning raw records into a view of a portfolio, though, was left entirely to the reader. Data became easier to find without becoming easier to use.
Wave two added expert interpretation
The second wave put expertise on top of the data. Specialist consultancies, risk advisory firms and in-house analyst teams offered what data alone cannot: interpretation, context, an understanding of intent and the experience to tell a significant development from noise.
That expertise remains the most valuable part of decision support, and it is not going away. Its limit lies in how the work has traditionally been done. Much of an expert's time goes on finding, collating and checking material before any judgement begins, so capacity grows only by adding people. At the moments of greatest demand, when an event touches many places at once, the experts are stretched hardest and their clients wait.
That is a constraint of the method. The people are not the problem.
Wave three puts infrastructure underneath the experts
The third wave is intelligence infrastructure: an evidenced foundation of events, history and context, assembled before anyone asks a question and kept up to date as conditions change. CORTEX is ISARR's intelligence infrastructure for geopolitical and security risk. AI and data science structure the underlying material; computation and correlation help identify patterns and areas for further investigation; sources, dates and known limits stay available for examination.
The effect on the analyst is leverage. An intelligence baseline that could take a team days or weeks to assemble by hand can be produced in minutes, and produced again on a schedule to show what has changed. The same analyst can cover far more locations and far more questions, and spend the time on the work only they can do: interpretation, challenge, client context and the final call.
The research burden is automated. The judgement is not. An analyst working on a foundation like this is more valuable, because more of their time goes on the part of the job that needed an expert in the first place.
Advisers gain as much as anyone
The same holds for the firms whose business is expert advice. Consultancies and specialist risk firms can run their own services on intelligence infrastructure, with their methodology, their brand and their client relationships unchanged. CORTEX can sit beneath an adviser's research and reporting, so their analysts start from an evidenced baseline and spend their time on the assessment their clients pay for. That lets an advisory team take on more questions and more clients without growing in proportion.
The value of good advice also depends on what happens after it is delivered. Recommendations in a report are easy to lose once the engagement ends. The ISARR Operations Platform connects advice to the responsibilities, monitoring and actions it was meant to inform, so a client can see what was recommended, what was accepted and what has been done. We describe that as advice that continues to operate. For an adviser, it turns a one-off report into a continuing relationship.
ISARR's position is enablement. Specialist advisers are customers, partners and channels, and the technology is there to extend what they can do.
The waves stack
Data still matters: the third wave is built on it. Expertise still matters most: the third wave exists to give it more reach. What changes is who carries the research burden. Infrastructure takes on the collecting, structuring and comparing, so that analysts, advisers and underwriters can spend their time deciding what it means.
The next article in this series sets out what intelligence infrastructure actually is, and how to tell it apart from the many things that are sold under similar names.
First published in an earlier form in early 2026.