Skip to main content

Arivonx

Request a Demo

Platform · the shared engine

One engine. Two worlds, one posture.

The DDCI loop is a single pipeline. Procurement and dealerships are two instances of the same governance posture — the same detection, the same earned autonomy, the same reconciliation to your systems of record. Trucks, buses, cars, two-wheelers or tractors — if you run a dealership, the leaks are the same, and so is the loop.
DDCI as a pipeline

Four stages, illuminated in sequence.

 

 

01

Ingest & Classify

Transactions land and are typed against your taxonomy at the point of creation.

02

Dispatch & Analyze

The right agents are dispatched; each exception is analyzed in its own context.

03

Decide & Correct

A confident, traceable decision writes back into the source system — no handoff.

04

Value & Improve

Recovered value is attributed and traced; thresholds tighten for the next cycle.

The governance specialists

Discrete specialists,
Deployed as a set.

Every capability is a governance specialist. They come in two kinds — the platform specialists that run the loop on every transaction, and the family specialists matched to what you need to govern. The constellation is the subset configured to your estate.

Platform specialists

Run the loop on every transaction — classify, route, correct, attribute value. The same in every tenant.

Family specialists

One family per kind of control — price, supplier, payment, material, taxonomy, delivery. The set matched to your estate.

Industry specialists

Vertical families that activate for your industry as your tier climbs.

Earned autonomy

You grant the wheel one rule at a time.

 

 
Stage 1

Shadow

The loop watches and proposes. Nothing acts. You compare its calls to yours.
Stage 2

Read-only

It surfaces exceptions in your tools — still no write-back, full transparency.
Stage 3

Clean-pass

Reversible, low-risk corrections write back automatically once proven.
Stage 4

Full

Per-rule autonomy for controls you've watched hold never anything irreversible.
It Fits The Estate You Already Run
ERP-Agnostic Bolt-On

It fits the estate you already run.

AONX Helm · Connectors
SAP
Oracle
Coupa
Ariba
D365

Reads the procurement estate as it stands — no rip-and-replace, no data warehouse project.

AONX Drive · Connectors
Tally
OEM DMS
Bank feeds
WhatsApp

Meets a dealership where it actually operates — the ledger, the DMS, the bank, the group chat.

Value attribution

Every recovered figure is one of three kinds.

Immediate

Cash caught before it left

A blocked overpayment, a recovered leak. Traced to the transaction.

Operational

Time and rework removed

Hours no one has to spend chasing the exception.

Structural

A control that now holds

The leak class that stops recurring at all.

Start with Pitstop →
Request a Demo