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Hub AI
Intelligence collection management AI simulator
(@Intelligence collection management_simulator)
Hub AI
Intelligence collection management AI simulator
(@Intelligence collection management_simulator)
Intelligence collection management
Intelligence collection management is the process of managing and organizing the collection of intelligence from various sources. The collection department of an intelligence organization may attempt basic validation of what it collects, but is not supposed to analyze its significance. There is debate in U.S. intelligence community on the difference between validation and analysis, where the National Security Agency may (in the opinion of the Central Intelligence Agency or the Defense Intelligence Agency) try to interpret information when such interpretation is the job of another agency.
Disciplines which postprocess raw data more than collect it are:[citation needed]
At the director level and within the collection organization (depending on the intelligence service), collection guidance assigns collection to one or more source managers who may order reconnaissance missions, budget for agent recruitment, or both.
This may be an auction for resources, and there is joint UK-US research on applying more formal methods. One method is "semantic matchmaking" based on ontology, originally a field of philosophy but finding applications in intelligent searching. Researchers match missions to the capabilities of available resources, defining ontology as "a set of logical axioms designed to account for the intended meaning of a vocabulary". The requester is asked, "What are the requirements of a mission?" These include the type of data to be collected (distinct from the collection method), the priority of the request, and the need for secrecy in collection.
Collection system managers are asked to specify the capabilities of their assets. Preece's ontology focuses on ISTAR sensors, but also considers HUMINT, OSINT and possible methodologies. The intelligence model compares "the specification of a mission against the specification of available assets, to assess the utility or fitness for purpose of available assets; based on these assessments, obtain a set of recommended assets for the mission: either decide whether there is a solution—a single asset or combination of assets—that satisfies the requirements of the mission, or alternatively provide a ranking of solutions according to their relative degree of utility."[citation needed]
In NATO, the questions driving collection management are Priority Intelligence Requirements (PIR). PIRs are a component of Collection Coordination and Intelligence Requirements Management (CCIRM) focused on the collection process, uniting the intelligence effort to maneuver through Decision Points (DPs). These questions, refined into Information Requirements (IRs), enable the Collection Manager (CM) to focus assets on a problem. Without this synchronization, it would be impossible to ensure that the intelligence focus meets the commander's requirements and priorities.
When a PIR defining the information to be collected exists, discipline specialists and resource schedulers select the appropriate collection system and plan the mission, taking into account the capabilities and limitations of collection platforms. Weather, terrain, technical capabilities and opponents' countermeasures determine the potential for successful collection. Through an understanding of all available platforms (tied to questions related to the PIR) the collection manager synchronizes available assets, theatre and corps collection, national capabilities and coalition resources (such as the Torrejon Space Center) to maximize capabilities.[citation needed]
Despite the desirability of a given method, the information required may not be collectible due to interfering circumstances. The most desirable platform may not be available; weather and enemy air-defense might limit the practicality of UAVs and fixed-wing IMINT platforms. If air defense is the limitation, planners might request support from a national-level IMINT satellite. If a satellite will do the job, the orbits of available satellites may not be suitable for the requirement.
Intelligence collection management
Intelligence collection management is the process of managing and organizing the collection of intelligence from various sources. The collection department of an intelligence organization may attempt basic validation of what it collects, but is not supposed to analyze its significance. There is debate in U.S. intelligence community on the difference between validation and analysis, where the National Security Agency may (in the opinion of the Central Intelligence Agency or the Defense Intelligence Agency) try to interpret information when such interpretation is the job of another agency.
Disciplines which postprocess raw data more than collect it are:[citation needed]
At the director level and within the collection organization (depending on the intelligence service), collection guidance assigns collection to one or more source managers who may order reconnaissance missions, budget for agent recruitment, or both.
This may be an auction for resources, and there is joint UK-US research on applying more formal methods. One method is "semantic matchmaking" based on ontology, originally a field of philosophy but finding applications in intelligent searching. Researchers match missions to the capabilities of available resources, defining ontology as "a set of logical axioms designed to account for the intended meaning of a vocabulary". The requester is asked, "What are the requirements of a mission?" These include the type of data to be collected (distinct from the collection method), the priority of the request, and the need for secrecy in collection.
Collection system managers are asked to specify the capabilities of their assets. Preece's ontology focuses on ISTAR sensors, but also considers HUMINT, OSINT and possible methodologies. The intelligence model compares "the specification of a mission against the specification of available assets, to assess the utility or fitness for purpose of available assets; based on these assessments, obtain a set of recommended assets for the mission: either decide whether there is a solution—a single asset or combination of assets—that satisfies the requirements of the mission, or alternatively provide a ranking of solutions according to their relative degree of utility."[citation needed]
In NATO, the questions driving collection management are Priority Intelligence Requirements (PIR). PIRs are a component of Collection Coordination and Intelligence Requirements Management (CCIRM) focused on the collection process, uniting the intelligence effort to maneuver through Decision Points (DPs). These questions, refined into Information Requirements (IRs), enable the Collection Manager (CM) to focus assets on a problem. Without this synchronization, it would be impossible to ensure that the intelligence focus meets the commander's requirements and priorities.
When a PIR defining the information to be collected exists, discipline specialists and resource schedulers select the appropriate collection system and plan the mission, taking into account the capabilities and limitations of collection platforms. Weather, terrain, technical capabilities and opponents' countermeasures determine the potential for successful collection. Through an understanding of all available platforms (tied to questions related to the PIR) the collection manager synchronizes available assets, theatre and corps collection, national capabilities and coalition resources (such as the Torrejon Space Center) to maximize capabilities.[citation needed]
Despite the desirability of a given method, the information required may not be collectible due to interfering circumstances. The most desirable platform may not be available; weather and enemy air-defense might limit the practicality of UAVs and fixed-wing IMINT platforms. If air defense is the limitation, planners might request support from a national-level IMINT satellite. If a satellite will do the job, the orbits of available satellites may not be suitable for the requirement.