Boards are increasingly investing in analytical assurances, including well-rounded assessments with definitive conclusions.
However, the underlying processes that foster such confidence often remain hidden. Recent geopolitical tensions, such as those between the US and Iran, have highlighted the repercussions of utilizing unverified or insufficiently scrutinized inputs in intelligence assessments.
Understanding political risk
Adam Irwin, Managing Partner of Heligan Strategic Advisory, emphasises, “Corporate intelligence is only as secure as the safeguards that sit behind it, but analysts will always be biased. No board would accept a set of numbers without an audit trail, yet many accept intelligence that shape approvals and decisions with no method visibility.”
Misjudging beneficial ownership or political risk in target markets can result in business decisions that carry regulatory and reputational risks. Irwin suggests that analytical bias can evolve from being a background factor to a direct influence on outcomes, particularly in hostile information environments.
Impacts of circular reporting
Despite a clear distinction between source reliability and credibility, practical application remains problematic
Irwin points to instances where circular reporting masquerades as corroboration, with think tanks and briefing notes all reflecting the same military assessments as purportedly independent sources.
Additionally, synthetic content, such as AI-generated satellite imagery falsely depicting a destroyed US base in Qatar, complicates the intelligence landscape. Despite a clear distinction between source reliability and credibility, practical application remains problematic. Peer reviews can identify factual inaccuracies but often overlook how analysts reinforce each other's conclusions.
Structural methods for detection
To counteract these issues, Irwin suggests implementing a structured methodology that includes a documented register of structural biases by source category, preventing the automatic assumption of neutrality from institutional sources.
Circular reporting detection is crucial in tracing each cited source back to its origin, revealing when corroboration is absent and amplification is present. He further proposes setting confidence levels based on source quality rather than the analyst's comfort to prevent tentative reports from being accepted as fact.
Lessons from the US-Iran context
According to Irwin, the goal is not to eliminate bias but to challenge it at every stage. The US-Iran situation serves as an ongoing stress test for intelligence consumers, highlighting the dangers of circular reporting, synthetic content, and inflated confidence measures.
Companies that establish transparent and analytical safeguards will become industry benchmarks. This level of diligence and scrutiny is what the intelligence sector must strive to achieve.
Boards are paying for analytical confidence including polished assessments with clear conclusions which signal certainty, but what’s not visible is the process behind that confidence.
Businesses rarely see the reasoning chain or the assumptions that would blow an assessment apart if they proved false. Recent geopolitical volatility, such as the US-Iran conflict, has shown the consequences of unverified or weakly interrogated inputs.
Misreading political risk
According to Adam Irwin Managing Partner of Heligan Strategic Advisory, “Corporate intelligence is only as secure as the safeguards that sit behind it, but analysts will always be biased. No board would accept a set of numbers without an audit trail, yet many accept intelligence that shape approvals and decisions with no method visibility.”
“Misidentifying beneficial ownership or misreading political risk in a target market can lead to business choices that have regulatory exposure and reputational risks. Firms must be able to audit their own thinking under pressure to catch those biases before they influence processes.” Irwin argues that the analytical bias can move from being a background risk to directly shaping outputs when the information environment turns hostile.
Battle damage assessment
“We’ve seen circular reporting dressed up as corroboration: think tanks and briefing notes all echoing the same CENTCOM battle damage assessment on Iranian missile assets as three independent sources when they’re one source. Even synthetic content has entered the intelligence chain like the circulated AI satellite imagery of a destroyed US base in Qatar before its Google Earth origin and SynthID watermark were detected.”
“While the distinction between source reliability and credibility is clear, the problem is application. Peer review can help to catch factual slips, but it cannot point out assumptions of analysts reinforcing each other’s conclusions and amplifying uncontested language. The label, groupthink, captures the nature of the error: not bad actors but an architecture that didn’t force disagreement into the room.”
Circular reporting detection
Irwin points to a structured methodology to solve this: “Firms must build a system that can intercept bias such as a documented register of structural biases by source category, including aligned think tanks, commercial interests, state media, advocacy groups. This isn’t a blacklist but a way to stop treating ‘institutional’ as synonymous with ‘neutral.’”
“Circular reporting detection will also be important to trace each cited source back to its data origin,” Irwin said. “If they all terminate in the same place, you don’t have corroboration but amplification. “Complimentary to this will be confidence levels capped by the quality of the source, not the analyst’s comfort level. If the evidence comes from a party with a certain interest, confidence can’t rise above a defined ceiling. This breaks the pattern where familiarity converts tentative reports into assumed fact.”
US–Iran information environment
Irwin concludes, “The aim isn’t to remove bias but to make it increasingly unlikely that the same bias will pass through every layer unchallenged. The US–Iran information environment is a live stress test that has concentrated every pattern worrying to an intelligence consumer: circular reporting, synthetic content and confidence inflation.”
“The firms that build auditable and analytical safeguards will set the benchmark the rest of the market is eventually judged against. That's the standard we should expect and demand from any business within the intelligence sector.”
