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02 / Services
What we do

Four practices. One that defines the order.

We're an engineering company. Production AI systems define Auralink today. Everything else exists because the same standards and people deliver it when asked.

Jump to a practice
01
Core practice

AI Engineering

Production AI systems that survive contact with real users and real scale — agents, retrieval, evaluation harnesses, the infra that holds it together.
01Primary

AI Engineering

We design and operate AI-native systems that last: agents with proper planning, retrieval that ranks correctly, model integrations, eval surfaces, and ops layer underneath.

  • Agent and workflow systems (LangGraph, Temporal, custom orchestrators)
  • Retrieval: RAG, hybrid search, semantic + lexical with rerank
  • Model integration across providers — strictly vendor neutral
  • Comprehensive evaluation, tracing, observability, guardrails
  • CI/CD with eval gates, monitoring, cost controls and fallbacks
Read about AI Engineering
02
Core practice

Enterprise Systems

Custom platforms, tight integrations, resilient data layers and careful replatforming — the unglamorous software that actually scales with growing teams.
02Secondary

Enterprise Systems

Multi-tenant platforms, robust integration layers, observable data infrastructure, and incremental replatforming — the kind of boring engineering that large orgs actually need.

  • Custom platforms and internal back-office systems at scale
  • API layers, event buses (REST, GraphQL, gRPC, Kafka)
  • Data infrastructure, pipelines and CDP-like architectures
  • Legacy replatforming using strangler fig pattern
  • Multi-tenant design with proper isolation and observability
Read about Enterprise Systems
03
Engagement

Discovery & Architecture

Flat-fee two-to-six-week engagement that converts fuzzy goals into documented architecture, risks, milestones and a plan any team can execute.
03

Discovery & Architecture

Architecture decisions, written scope, identified risks and effort estimates in two to six weeks. You leave with artifacts your team can use — even if we don't build.

  • Architecture decision records (ADRs)
  • Scope, milestones, risks with clear estimates
  • Vendor and tooling recommendations with tradeoffs
Read about Discovery

Not sure which practice fits your project?

A focused thirty-minute call reveals it fast. We will tell you directly if this is work we should take on — or honestly decline if it isn't the right fit.

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