01ARCH
AI Architecture
System design for LLM-powered products — retrieval layers, data pipelines, and deployment infrastructure built for reliability and long-term maintainability, not proof-of-concept speed.
AnaxaAI is an applied AI studio working across industries where complexity is the norm — from consumer health to energy systems to generative media. We design, build, and ship production-grade AI.
AnaxaAI has shipped AI products across consumer health, energy, industrial operations, and creative media — in both B2B and B2C environments. Each one sharpened how we scope, build, and prove that a system actually works.
That range isn't a portfolio footnote. It's why we ask harder questions before we build, anticipate the edge cases others miss, and don't make promises we can't back with evidence.
What AnaxaAI does now is focused: applied AI research and product development — end-to-end, production-grade, built to outlast the first launch.
System design for LLM-powered products — retrieval layers, data pipelines, and deployment infrastructure built for reliability and long-term maintainability, not proof-of-concept speed.
Multi-step autonomous agents for research, operations, and document-heavy workflows. We design orchestration layers and tool interfaces that hold up outside controlled demos.
Evaluation frameworks, guardrails, and red-teaming for high-stakes AI systems where a wrong answer carries real cost — from clinical workflows to revenue-assurance reconciliation. We define what “working” actually means — then build the scaffolding to prove and sustain it.
AI-powered consumer health products — personal wellness tools, health data interfaces, and behaviour-change features designed with user trust and data responsibility at the centre.
Operational intelligence for energy and industrial environments — predictive analytics, anomaly detection, and AI tools for technical teams working with real-time and safety-critical systems.
Diagnostic assessments, build-vs-buy frameworks, and transformation roadmaps. We help leadership teams make durable AI decisions — not just launch pilots that quietly expire.
Most AI projects don't stall because the technology is wrong. They stall because the process around it — how requirements are set, how quality is measured, how systems get handed over — borrows from software norms that don't account for probabilistic outputs.
AnaxaAI has built a practice around closing that gap. Explicit evaluation criteria before writing a line of code. Documented edge cases and limits before launch. Monitoring after.
Most enterprise AI never makes it past the pilot. We design for production from day one — with the evaluation criteria, monitoring, and rollback plans that a live system actually needs.
We don't ask you to trust the AI. We hand over the eval results, benchmarks, and audit trails — so you can see for yourself where the system is reliable and where it isn't.
We'll tell you when a problem isn't ready for AI, or when a simpler tool would do the job. Honest scoping up front costs less than a project that quietly falls apart later.
AnaxaAI works best with people who have real constraints, real data, and a low tolerance for vague promises. Tell us what you're working on.
hello@anaxa.ai