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ARGUSFORGE

Your operations team knows exactly what tools they need.

Your development backlog is already a year behind.ArgusForge turns business requirements into verified, production-ready software — autonomously. Describe what you need. ArgusForge plans it, builds it, tests it, and delivers working code that plugs directly into your ArgusIQ™ platform.

THE PROBLEM

The backlog isn't a prioritization problem.
It's the model.

0%

Average IT project budget overrun

0%

Of IT projects considered fully successful

$0B

Annual cost of failed US dev projects

Every department has a list. Maintenance wants a new inspection workflow. Quality wants automated compliance reports. Logistics wants a yard management tool. Operations wants a fuel monitoring dashboard that doesn't require three phone calls to read.

Your IT team isn't ignoring them. They're already underwater.

The old model: write requirements → hire developers → build → review → test → fix → deploy. Every step adds time. Every handoff adds risk. Every ambiguous requirement becomes a 3-month mistake you discover in UAT.

ArgusForge replaces the model.

HOW IT WORKS

A development process powered by AI.
With a quality gate built in.

Step 1

Describe it

Write what you need in plain language. A new dashboard. A compliance workflow. An ERP integration. No technical spec required.

requirement: "Fuel monitoring dashboard
for fleet customer — tank levels,
consumption trends, refill alerts,
GPS overlay"
Step 2

ArgusForge interviews you

Before a single line of code is written, ArgusForge asks clarifying questions until the requirement is unambiguous. Vague specifications are the number-one reason software projects fail. This step catches them before they cost you anything.

forge > What refresh interval for
tank levels? Real-time or
polling?
forge > Should refill alerts trigger
a work order automatically?
Step 3

ArgusForge reads your codebase and plans

The system analyzes your existing environment, writes a structured implementation plan, and scopes the work into executable tasks. You see the plan before the build starts.

plan: 4 tasks identified
├─ task-1: data-model + API
├─ task-2: dashboard component
├─ task-3: alert rule engine
└─ task-4: GPS overlay module
Step 4

ArgusForge builds

The implementation runs autonomously. If a task is too large for a single pass, ArgusForge splits it and continues. If it hits a dead end, it creates a fix task and keeps going.

building: task-1/4 ████████░░ 80%
files: 3 created, 1 modified
auto-split: task-2 → 2a, 2b
fix-task: created for type error
status: all acceptance criteria met
Step 5

ArgusForge verifies

Every build runs your test suite, lint checks, and build pipeline automatically. If verification fails, fix tasks are created and the loop continues. Code cannot move forward until it passes.

verify: running test suite...
✓ 47 tests passed
✓ lint: 0 errors, 0 warnings
✓ build: compiled successfully
✓ type-check: no errors found
Step 6

A second AI audits the work

A different AI provider — not the one that built it — reviews the completed code for quality, logic, and correctness. This is the step no other autonomous development platform includes.

audit: independent review complete
provider: different from builder
quality: ✓ production-ready
logic: ✓ no issues found
verdict: APPROVED for deploy
THE DIFFERENTIATOR

62% of AI-generated code contains known vulnerabilities.
ArgusForge is the only platform that addresses this structurally.

The difference between "AI wrote it" and "AI built it and a second AI verified it was right."

AI Coding AssistantsArgusForge
Who it's for
Software developers
Operations teams, OEM engineers, and developers
What it does
Helps write code faster
Runs the full development process autonomously
Requirements
Developer writes them
ArgusForge interviews until unambiguous
Verification
Developer decides when done
Build/lint/test pipeline runs automatically
Quality gate
Review by the same developer
Independent AI audit by a different provider
Context overflow
Developer starts over
Auto-splits into sub-issues and continues
Industrial focus
None
Built for ArgusIQ™ environments
Air-gapped
Not available
Available via ArgusAI

AI coding assistants make developers faster. ArgusForge makes developers optional.

FOR ENTERPRISE TEAMS

The backlog doesn't just shrink.
The model changes.

Your subject matter experts know what they need better than any developer you could hire. They know the process, the edge cases, and what the last three tools got wrong.

ArgusForge makes them the builders.

Describe a requirement in plain language. ArgusForge handles the planning, the architecture, the implementation, and the verification. Your engineers review the output — they don't produce it from scratch.

What used to be a year-long project becomes a queue of issues that gets processed. Parallel. Autonomously. Against your actual test suite and your actual codebase.

The departments that have been waiting stop waiting.

Built for ArgusIQ™

ArgusForge builds software that runs on ArgusIQ™ — the platform your operations already depend on. New modules, custom dashboards, workflow automations, AI agents, ERP integrations. Everything ArgusForge generates plugs directly into the platform.

Air-Gapped via ArgusAI

For environments where cloud connectivity isn't an option, ArgusForge operates through ArgusAI — Viaanix's offline AI infrastructure. Air-gapped facilities, plant floors with OT/IT segregation, classified environments.

FOR OEM TEAMS

Your hardware wins the RFP.
Your software closes the deal.

Every customer RFP now includes requirements your competitors started delivering two years ago. Dashboards. Predictive maintenance. Analytics. Remote monitoring. AI.

You don't have a 50-person software team. You have three developers and a roadmap that's already a year long.

An OEM partner needs a fuel monitoring dashboard for a fleet customer — tank levels, consumption trends, refill alerts, GPS overlay. Their engineer describes the requirement. ArgusForge interviews on the edge cases, writes the implementation plan, builds it against the existing ArgusIQ™ environment, runs verification, and delivers tested code.

Described on Monday. Verified and ready to deploy by Thursday.

The hardware company becomes a platform company — without the headcount.

WHAT GETS BUILT

Five things ArgusForge builds this week.

Custom OEM dashboards

Fuel monitoring interface for a fleet customer. Tank levels, consumption trends, refill alerts, GPS overlay. Described Monday. Deployed Thursday.

<FuelDashboard>
<TankLevel asset="VX-0891"
level={67} trend="filling" />
<ConsumptionChart
period="7d" unit="gal" />

Compliance workflows

12-station sensor readings vs. tolerance bands. Pass/fail reports. Auto-maintenance tickets on out-of-range readings.

<ComplianceCheck
stations={12}
tolerance="±0.05mm">
<AutoTicket
trigger="out-of-range" />

ERP integration modules

Pull asset data from SAP into ArgusIQ™ tracking. API connector, data mapping, error handling, retry logic — built against your actual sandbox.

<SAPConnector
endpoint="/api/v1/assets"
auth="oauth2"
retry={3}>
<FieldMap sap="EQUNR"

Multi-agent AI workflows

Anomaly detection on pipeline sensors. Maintenance schedule optimization. Regulatory compliance reporting. Three agents, built and verified autonomously.

<AgentPipeline>
<AnomalyAgent
sensors={pipeline.all}
threshold="2σ" />
<MaintenanceAgent

Department tools, in parallel

Procurement: vendor scoring. Safety: incident tracking. Logistics: yard management. Five requirements processed simultaneously. Not five separate projects.

queue: 5 requirements
├─ vendor-scoring ██████ done
├─ incident-track █████░ 83%
├─ yard-mgmt ████░░ 67%
├─ shift-schedule ███░░░ 50%
0M

Global developer shortage by 2025

0%

Of manufacturers stuck in pilot purgatory

0%

Of companies now depend on OEM-provided software

$0B

Annual cost of failed dev projects (US)

DEPLOYMENT

Runs where your operations run.
Including where the internet doesn't.

Cloud

Multi-site enterprises with cloud infrastructure already in place

Internet Controlled
Data ExposureEncrypted in transit + at rest

On-Premises

Organizations requiring full data sovereignty and network control

Internet Controlled
Data ExposureNever leaves your network

Air-Gapped via ArgusAI

Classified facilities, OT/IT segregated plant floors, defense installations

Internet None Required
Data ExposureZero external exposure

ArgusForge operates wherever ArgusAI runs. No cloud dependency required for any deployment mode.

PLATFORM INTEGRATION

Part of the Argus ecosystem.
Not another silo.

ArgusIQ™

Everything ArgusForge generates plugs directly into ArgusIQ™ — the platform your operations already depend on. No integration step. No middleware. Just working modules.

Learn more

ArgusAI

For environments where cloud connectivity isn't an option, ArgusForge operates through ArgusAI — secure, local AI infrastructure. Air-gapped facilities, classified environments, OT/IT segregated plant floors.

Learn more

The tools that built the backlog won't clear it.

ArgusForge is the first autonomous development platform built for operational environments — where requirements come from subject matter experts, not spec writers.