NDA-protected systems shown through the problem, engineering response, and operational outcome. Client identities and confidential metrics remain protected.
We run multilingual content and AI-data operations. Aurix builds the operating layer between content, models, linguists, reviewers, vendors, and customers—when generic tools no longer fit the service you need to deliver.
A shared data factory for multiple evaluation methodologies.
Problem
Separate annotation initiatives were creating inconsistent tooling, duplicated infrastructure, and no durable route from production feedback back to data.
Engineering response
Methodology-specific workspaces on a shared versioned backend, with asynchronous processing, quality controls, and human-feedback loops.
Outcome
New evaluation workflows could reuse one production foundation while keeping each methodology’s decisions explicit.
Our software product needs to launch, modernize, or scale. Aurix becomes the product engineering partner behind a new platform, a critical modernization, or the next production stage—when the ambition is clear but internal capacity is not enough.
An investigation platform designed to move from signal to evidence.
Problem
Analysts needed to connect fragmented signals, preserve evidence, and collaborate without turning a sensitive workflow into a collection of disconnected tools.
Engineering response
A multi-tenant product with guided investigations, evidence relationships, role controls, and production-ready service boundaries.
Outcome
A complex analyst workflow became one coherent product surface, reducing tool switching and creating a safer path to production scale.
Outcome focus
Time to evidence + analyst effort
one workflow
controlled access
production scale
B2B SaaS/02
A multi-tenant platform for repeatable revenue operations.
Problem
Prospecting, enrichment, outreach, and account coordination were spread across point tools and manual operating routines.
Engineering response
A shared platform for workflow configuration, data enrichment, execution, tenant administration, and operational visibility.
Outcome
Teams could run the core motion from one system, shortening setup and reducing the maintenance cost of tool-to-tool glue.
Outcome focus
Setup time + software cost
fewer tools
faster setup
shared controls
Real-time software/03
A self-hosted collaboration platform for data-sensitive teams.
Problem
The required real-time experience conflicted with data-control, deployment, and integration constraints in available hosted products.
Engineering response
A self-hosted collaboration system with real-time interaction, domain workflows, administration, and observable infrastructure.
Outcome
The product delivered the required collaboration model without surrendering the deployment and data boundaries the operation depended on.
Outcome focus
Infrastructure cost + control
owned deployment
real-time workflow
lower lock-in
Expertise / 03
Distributed Workforce Operations
Our business coordinates a distributed workforce. Aurix builds the software that connects demand, people, delivery, performance, and payment for businesses whose operation depends on a distributed workforce.