Elian Kent

Surveillance does not fail because you lack data.

It fails because intent is invisible to rule-based systems.

Modern markets generate vast noise. Platforms process it efficiently. Yet outcomes remain unsatisfying: high alerts, thin explanations, and decisions that are hard to defend. More data does not equal understanding.

Modern markets generate vast noise. Platforms process it efficiently. Yet outcomes remain unsatisfying: high alerts, thin explanations, and decisions that are hard to defend. More data does not equal understanding.

Modern markets generate vast noise. Platforms process it efficiently. Yet outcomes remain unsatisfying: high alerts, thin explanations, and decisions that are hard to defend. More data does not equal understanding.

The Reality
The Reality

The Surveillance Struggle

The Surveillance Struggle

The Surveillance Struggle

01/

Alert Overload

Investigators burn time on noise, not real misconduct.

01/

Alert Overload

Investigators burn time on noise, not real misconduct.

01/

Alert Overload

Investigators burn time on noise, not real misconduct.

02/

Siloed Systems

Trade data, comms, and conduct risk rarely talk to each other.

02/

Siloed Systems

Trade data, comms, and conduct risk rarely talk to each other.

02/

Siloed Systems

Trade data, comms, and conduct risk rarely talk to each other.

03/

Black Boxes

Opaque AI scores that Compliance cannot defend.

03/

Black Boxes

Opaque AI scores that Compliance cannot defend.

03/

Black Boxes

Opaque AI scores that Compliance cannot defend.

The Broken Assumption
The Broken Assumption
The Broken Assumption

Most systems assume market abuse is a pattern-matching problem. But rules only detect deviations. They describe what happened, not why it matters.

The Broken Assumption
The Broken Assumption
The Broken Assumption

Market abuse is not a pattern problem.
It is an intent problem.

Market abuse is not a pattern problem.
It is an intent problem.

Market abuse is not a pattern problem.
It is an intent problem.

First Principles
First Principles
First Principles

Reasoning, not just flagging.

Korinsic treats evidence as the foundation, embracing probability and uncertainty as first-class concepts.

Reasoning, not just flagging.

Korinsic treats evidence as the foundation, embracing probability and uncertainty as first-class concepts.

Reasoning, not just flagging.

Korinsic treats evidence as the foundation, embracing probability and uncertainty as first-class concepts.

From Rules
Reasoning
From Alerts
Evidence
From Thresholds
Probability
From Flags
Explanations

The Traditional View

LINEAR PROCESSING

  • •Independent signals.
  • •Threshold breaches.
  • •Result: What happened is visible.
  • •Cost: Why it matters is lost.

The Korinsic View

CONNECTED INTELLIGENCE

  • •Behaviour relative to history.
  • •Timing relative to information flow.
  • •Context relative to market liquidity.
  • •Result: A probabilistic assessment of intent.
Built for Complexity
Built for Complexity
Built for Complexity

The output is not just an alert.
It's a reasoned risk narrative.

The output is not just an alert. It's a reasoned risk narrative.

The output is not just an alert.
It's a reasoned risk narrative.

Operational Impact
Operational Impact
Operational Impact

Reduce alert noise without reducing coverage. Duplicate rule signals are collapsed into intent-level episodes.

Reduce alert noise without reducing coverage. Duplicate rule signals are collapsed into intent-level episodes.

Reduce alert noise without reducing coverage. Duplicate rule signals are collapsed into intent-level episodes.

Proven in early testing against rule-based surveillance

Proven in early testing against rule-based surveillance

Intelligent Workflow
Intelligent Workflow
Intelligent Workflow

Professional judgement, supported.
We do not replace the analyst.
We guide them.

Korinsic structures the reasoning process: what changed, what context mattered, and where uncertainty remains.

The Outcome
The Outcome
The Outcome

Explanations designed to withstand scrutiny without translation.

Explanations designed to withstand scrutiny without translation.

The Outcome
The Outcome
The Outcome

Designed with high-scrutiny environments in mind, where ambiguity is unavoidable.

Not built for checkbox compliance. Selectivity is intentional.

Surveillance

Reimagined

Built for Complexity
Built for Complexity
Built for Complexity

Korinsic is currently in a pre-MVP, Design Partner phase. We are building this in collaboration with experienced practitioners.

If this way of thinking is familiar, we should talk.

Let's have a chat
Let's have a chat
Let's have a chat
Let's have a chat
Let's have a chat
Let's have a chat
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