OPERATIONAL INTELLIGENCE

Your entire operation in a single view

Argos builds a brain of your operation from the systems and sources you already use, digital and physical, to understand what should have happened, what did happen and what does not add up, with the evidence in plain sight. AI recommends; a person decides.

HOW IT WORKS

Argos builds a brain of everything that happens in your operation.

It connects your systems and sources into a single model, with memory: what exists, what should have happened, what did happen and how each thing relates. On top of that brain it works in three steps.

Network of nodes and connections grouped in clusters, with one highlighted in amber
CONCEPTUAL ILLUSTRATION OF THE MODEL
01

It understands what was expected

Orders, permits, contracts and deadlines define what should have happened.

02

It relates what happened

Each record keeps its source, its time and its origin, and is linked to the others: the same equipment, the same service, the same moment, even when they come from different systems.

03

It flags what does not add up

Contradictions, gaps and delays arrive as a case with the evidence for and against. If the evidence is not enough, Argos says so.

  1. Observation
  2. Evidence
  3. Hypothesis
  4. Case
  5. Recommendation
  6. Human decision
  7. Outcome

Argos is designed to keep that brain up to date and, over time, to follow the operation continuously and suggest improvements.

TWO CASES

A billing objection, built claim by claim.

From observation to a decision that can be reconstructed. Illustrative examples with synthetic data: neither case corresponds to a real client. No single source resolves it; the case appears when they are crossed.

    01OBJECTION

    The objection

    A contractor bills 14 h of a boom truck plus 3 h of waiting. The client says the equipment arrived at 10:40 and that the wait is not its responsibility.

    02SOURCES

    The sources are gathered

    Work order, GPS, the client's gate log, the operator's photos, an email and the daily report. Each record keeps its source and its time.

    03ASSESSMENT

    Each claim is assessed on its own

    Arrival, time on site and availability are supported; arrival and time on site even by the client's own gate log. The work performed and the first part of the wait have no documentary support: GPS alone does not prove that work was done.

    04HUMAN DECISION

    A person decides

    The contract administrator sees what is supported and what is not, and chooses to claim part of the amount, conceding what has no support. Who decided and what they saw is recorded.

    05CASE FILE

    A case file remains

    What each source showed, what was missing and what was decided, written so the other party can review it, including the gaps that do not favor whoever submits it.

Boom truck with its boom raised working on an industrial site, seen from the access barrier at night
STATE OF THE EVIDENCE
  • Equipment arrivalSupported
  • Time on siteSupported
  • Equipment availabilitySupported
  • Cause of the wait, from the client's email onwardSupported
  • Cause of the wait, first partPending evidence
  • Work performedPending evidence
ILLUSTRATIVE EXAMPLE · SYNTHETIC DATA
INTEGRATION

It connects with what you already have.

Each source is translated into a common model. Adding a source means adding an adapter, not rebuilding the system.

DIGITAL
ERP, WMS, TMS and TOS
Orders, invoices, shipments and time windows
DIGITAL
Documents and email
Orders, permits, reports and messages
DIGITAL
Files and APIs
CSV, Excel and REST services
PHYSICAL
GPS and telemetry
Vehicles and equipment
PHYSICAL
Access control and gates
Entries, exits and presence in zones
PHYSICAL
Cameras, VMS and sensors
Events and readings from your operation
EXTERNAL
Public registries and cadastres
Protected areas, concessions and territories
EXTERNAL
Satellite imagery and radar
Observed changes on the ground
EXTERNAL
Weather and geospatial data
Territorial and meteorological layers

Each connection is defined and validated per project. Argos does not replace your systems.

TRUST

AI recommends. A person decides.

HOW ARGOS DECIDES
  • What was observed, what was interpreted and what was decided are stored separately.
  • Without enough evidence, Argos abstains: undetermined, never an accusation. A source that is down is insufficient coverage, never “all clear”.
  • An identified person decides, and what they saw when doing so is recorded.
WHAT ARGOS DOES NOT DO
  • It does not determine who is right or whether an invoice should be paid.
  • It does not replace your systems.
  • It does not treat work as performed based on a GPS location alone.
FREQUENTLY ASKED QUESTIONS

What people usually ask before a demo.

Does it replace my systems?

No. Argos connects on top of the systems you already have. It does not replace them or switch them off.

Does it determine who is right?

No. It gathers and organizes the evidence so a person can decide. That decision depends on the contract and the people responsible.

What happens if a source is missing?

Argos reports it as insufficient coverage and does not conclude that something did not happen. The absence of a record is not a record of absence.

WAITLIST

Be among the first to use Argos

We are opening access in groups. Leave us your email and we will let you know as soon as there is room for your operation, before the public launch.

We use your email only to notify you about access. No spam, and you can opt out anytime.

Tell us how your operation works and we will show you how Argos would apply.

ArgosARGOS

Operational intelligence software: it connects the systems and sources of an operation and presents exceptions with their evidence.

What Argos reports is an aid to human review, not a legal determination in itself. Whether a case file is accepted by a regulator or a court depends on each jurisdiction.

© 2026 Argos