Billing & Disputes Adjudication Layer
An Agentic OS that investigates telecom billing disputes end-to-end, reconciles usage and charges, and routes adjustments for human sign-off.
Where value leaks today.
A workflow tool that routes tickets faster doesn't touch the core problem, because the bottleneck isn't routing — it's adjudication. Someone still has to trace the disputed charge back through rating logic, compare it against the customer's actual plan and usage, and decide whether the bill or the complaint is right. That investigation is skilled, slow, and inconsistent across agents, which means identical disputes get opposite answers depending on who picks up.
What closes the leak is an operating layer that reconstructs the bill automatically, adjudicates the disputed line against ground-truth usage and plan rules, and proposes a defensible adjustment — leaving the human to approve the money, not to do the forensics. Until that exists, revenue leaks out through reflexive credits and the trust leaks out through inconsistent answers.
One governed flow — agents act, you approve what matters.
Billing disputes resolve on one governed pipeline — reconstructed, reconciled, and consistently adjudicated — with analysts signing only the money that moves.
One operating layer — eight governed jobs.
Each is a governed agent inside the same system, sharing context — not eight tools you stitch together.
Bill Reconstructor
Re-derives a disputed invoice line from rating rules, plan definitions, and applied credits. Shows exactly how the charge was built.
Usage Reconciler
Matches charged units against raw usage records from the network. Surfaces mismatches between what was metered and what was billed.
Plan-Rule Adjudicator
Tests the disputed charge against the subscriber's actual plan, promos, and entitlements. Returns a defensible valid-or-not verdict.
Adjustment Calculator
Computes the precise correction, including tax and proration effects. No round-number guess credits to make the call stop.
Credit Approval Gate
Routes every proposed adjustment to an analyst for sign-off before posting. Money moves only with a human signature.
Leak Pattern Detector
Spots recurring dispute causes — a misconfigured promo, a rating bug, a mislabeled plan — across the dispute stream. Sends the root fix upstream instead of crediting the same error forever.
Adjustment Ledger
Records every reconstruction, verdict, and credit with its full reasoning trail. Hands finance and audit a clean, defensible record of why each adjustment moved.
Consistency Guardrail
Holds identical disputes to identical outcomes by binding each verdict to the same rule set. Two subscribers with the same charge get the same answer.
Autonomy you can trust — because the control is built in.
The system acts on its own and every action stays legible, bounded, and reversible. You don't choose between speed and control; the control is what makes the speed safe.
Legible
See what was done, what was declined, and exactly what's waiting on you — nothing happens in a black box.
Bounded
Agents act only within the rules you set. Anything material or irreversible stops at a human gate.
Reversible
Every action is logged and undoable. A wrong turn is caught and rolled back, not discovered weeks later.
Owned
One operating system you own — not a swarm of rented agents you have to police. Built, run, accountable.
Billing disputes resolve on one governed pipeline — reconstructed, reconciled, and consistently adjudicated — with analysts signing only the money that moves.
What you're actually getting.
Is this a product or a build?
A build. Kitsune forges the adjudication layer around your rating engine, billing platform, and usage records, then owns and runs it — not a generic dispute-ticketing tool you bolt on.
What stays in my control?
The money. Every proposed adjustment waits at the approval gate for an analyst's signature before it posts, and your plan and policy rules define the verdicts.
How is this different from a workflow or ticketing tool?
Ticketing routes the dispute faster but still leaves a person to do the forensics. This layer reconstructs the bill, reconciles it against real usage, and proposes a defensible adjustment — closing the investigation, not just moving it.
Will it issue credits on its own?
No. It sizes and proposes the adjustment with its full reasoning, but the credit posts only after an analyst approves it at the gate.
How does it keep dispute outcomes consistent?
Every verdict binds to the same rule set, so two subscribers disputing the same charge get the same answer instead of opposite calls from different agents.
The same foundry, other domains.
Bring us the bottleneck.
We'll forge the operating layer around your friction — built, owned, and running.