KOKON
Find where your company silently leaks money and time.
KOKON connects to your systems, computes where hours, decisions and capital drain away, and hands you a ranked action plan – in 24 to 72 hours. Numbers come first. AI only explains them. A human signs every action. Everything is sealed for audit.
Operational loss, ranked by actionability.
KOKON is not another dashboard. It reconciles systems, decisions, entities, hours and dollars into a governed map of where value leaks and where action should start.
A loss map, not an opinion
KOKON computes trapped capital, wasted work, hidden operational risk and suspicious ledger patterns from source-linked evidence. The first output is a ranked map, not a slide narrative.
Four types of dollars, never summed
Recoverable loss, exposure, suspected fabrication and blocked evidence are labelled separately. KOKON refuses to collapse unlike quantities into one inflated headline number.
A human always signs
AI agents interpret, rank and draft. They do not execute. Budget moves, escalation and external reporting require explicit human approval gates.
Audit forever
Every diagnostic, decision packet and action carries source lineage, policy version, approval state and a tamper-evident hash chain for replay.
Connect. Compute. Recommend. Act under control.
From source exports to a human-approved action record.
Connect
Bring finance, operations, procurement, risk, workflow and document exports into one signed diagnostic bundle.
Compute
Map entities, flows, approvals and exceptions. Preserve source trails; refuse weak evidence.
Recommend
Rank findings by impact class, evidence strength and control risk.
Act under control
Record human approvals, changes, rejections and replay requirements.
The first answer is a ranked map of leakage.
Synthetic fixture shown for methodology. Real client figures are never published as marketing proof.
Trapped working capital and process leakage that can be investigated without changing the core operating model.
Worst single risk bucket, reported as worst-of-six and never added into a fake total exposure.
Round-dollar journal entries and cross-entity patterns requiring human review before any conclusion.
Findings refused to score because the evidence was not strong enough to support a claim.
A diagnostic packet, not a slide deck.
Four views of the diagnostic packet: loss, exposure, action and approval.
See where the money goes.
Time waste, capital traps and workflow friction remain separate loss classes.
See the risk that is not in the report.
Cross-entity joins surface hidden concentration, duplicated exposure and operational loops.
Get a plan, not a slide deck.
Each finding names an owner, next gate, effort band, evidence boundary and any refusal reason.
Act without losing control. Prove every step.
The approval record binds the decision to its policy version and immutable audit trail.
Internal operating layer or external diagnostic review.
KOKON can run as a connected operating layer for your own ecosystem or as a short external check-up before a broader pilot.
Your own ecosystem
Connect internal systems, define approval rights and run a continuing KOKON diagnostic layer across finance, operations and risk.
- Tenant-side deployment options
- Human approval gates
- Seven-year evidence retention policy
External check-up
Start with a narrow diagnostic packet: one business line, one data export, one ranked action plan, evidence boundaries included.
- 24-72 hour first loss map target
- Synthetic benchmark available for review
- NDA pack for thresholds and sealed answer keys
Know your client. Know your agent.
Money is now moved by AI agents. Verifying the human behind the account is no longer enough.
KOKON Forensics maps every client, counterparty, intermediary and AI agent into one graph – and traces money through it with conservation math, not keyword rules. It is built to reveal hidden control, indirect exposure and suspicious flow patterns while refusing unsupported accusations.
Financial crime is becoming agentic.
The old KYC object was a person or company. The new object is an entity, its operators, its counterparties, its AI agents and the money graph connecting them.
Live agentic payments are here.
Payment and commerce platforms are moving toward AI agents initiating and assisting transactions. AML needs to understand who controls the agent and what money path it creates.
Know Your Agent joins Know Your Client.
Client verification alone does not explain delegated behavior, intermediary control, shared infrastructure or automated transaction intent.
A trillion-dollar workflow is forming.
Agentic commerce is becoming a real operating channel. The control layer has to be mathematical, graph-based and replayable from day one.
Four controls for financial crime diagnostics.
The module does not decide guilt. It builds a reproducible map of what must be reviewed by humans.
One graph of everyone
Clients, counterparties, intermediaries, beneficial owners, service providers and agents become one auditable entity graph.
Money obeys conservation
Flow diagnostics reconcile sources, sinks and transformations. Missing mass becomes an evidence question, not a narrative guess.
Sanctions through ownership
Indirect exposure is traced through control paths, ownership links and counterparties, with weak links labelled instead of hidden.
Zero false accusations by design
Unsupported claims are refused or routed to human review. The system reports suspicious structure, not legal guilt.
Sealed answer-key tests, not client stories.
These examples are synthetic fixtures. They demonstrate what the diagnostic surface can reveal without publishing private client outcomes.
Seven-shell scheme
A deliberately planted shell-company circuit with name collisions, flow layering and hidden control paths.
Output: suspicious structure found, unrelated entities not accused.Distress hidden in strong reports
Good-looking summary reporting masks contradictory operational signals in the underlying graph.
Output: false comfort flagged, evidence boundary preserved.Two exposures, one bet
Separate legal entities carry correlated exposure to the same economic driver through different paths.
Output: concentration made visible without summing unlike risks.
We planted a fraud scheme in 58,557 transactions. KOKON found it.
And accused no one else. The test is synthetic and self-validated against a sealed answer key. Public surface shows the envelope; thresholds and per-seed metrics remain NDA-only.
Every night, it checks itself.
KOKON is built as a governed operational-diagnostics system: diagnostics are replayed, drift is measured, refusals are preserved and changes move through versioned releases.
Public page
Capability envelope, use cases, synthetic fixture examples and claim boundaries.
- No real client outcomes
- No sealed answer keys
- No detector thresholds
NDA pack
Run hashes, methodology notes, per-seed evidence, sealed answer-key comparison and validation history.
- Diagnostic replay bundle
- Policy and model versions
- Reviewer-facing evidence pack
Trade secret
Detector thresholds, LGD formulas, graph scoring internals and sealed operational heuristics stay protected.
- Construction details sealed
- Behavior auditable
- Claims bounded by evidence
Built for operators who need proof, not vibes.
Best first conversations are with leadership, internal audit, transformation, operational risk, financial crime, procurement and control teams that can provide source exports.
Operational leakage
Where time, capital and process complexity silently erode enterprise value.
Evidence-first review
Replayable packets for findings, refusals, ownership and remediation status.
Hidden concentration
Entity graph, ownership paths, agent behavior and suspicious flow diagnostics.
Action queue
Decision packets that turn diagnostic evidence into controlled operating change.
Start with one diagnostic packet.
Give KOKON one scoped export and one owner. In return: a ranked loss or forensic map, an evidence boundary, a replay trail and a pilot recommendation that states what can and cannot be claimed.