Applied AI & ML
LLM products, RAG pipelines, fine-tuning and generative features with real evaluation — not demos.
- RAG & agentic workflows
- Model eval & guardrails
- MLOps on your infra
COREOS · v4.2.0
Acquiring new clients · Q3 2026
CoreLync is a cloud-native engineering & applied-AI studio. We take founders and product leaders from first commit to global scale — with senior engineers, production discipline and zero theatre.
Capabilities
LLM products, RAG pipelines, fine-tuning and generative features with real evaluation — not demos.
Kubernetes, infrastructure-as-code and golden paths that keep your team moving and your bill predictable.
Threat modelling, zero-trust architecture and SOC 2 / ISO 27001 readiness — security as a feature.
Streams, warehouses and reverse-ETL that turn raw events into decisions your team actually reads.
Backend, realtime and economy systems for games that survive launch-day spikes and keep players online.
Product design, prototypes and full builds from founders with big ambition and a tight timeline.
Selected work
A WebSocket-first gateway and order engine rebuilt to handle 4× peak volume. Runs on Kubernetes with zero-downtime deploys and sub-100ms event pipelines.
RAG pipeline over 40k docs with hybrid retrieval, evaluation harness and streaming UI. Cut time-to-answer by 8× while keeping hallucination rate under 2%.
By the numbers
Process
One week of discovery, threat-modelling and architecture sketches. You get a written plan with names, dates and numbers.
Senior engineers, tight loops, working software every week. No progress theatre — just builds, demos and hard metrics.
Load tests, security reviews and observability before day one. We ship the boring stuff other agencies skip.
24×7 platform operations, on-call ownership and continuous improvement. We stay until you tell us to go.
CoreLync shipped in eight weeks what our previous agency promised in eight months — then stayed on to operate it. That's the whole review.
The eval harness caught a hallucination spike before our customers did. First vendor we've had that pages itself before we notice.
Launch day was 6× our forecast and the backend didn't flinch. Their runbook rehearsal the week before paid for the whole engagement.
Seventeen dashboards became one number the exec team trusts. Finance stopped double-checking product's slides. That alone was worth it.
Weekly demos, public metrics, zero theatre. Our board started quoting their status notes back at us.
They told us on day two what we didn't need to build. Nobody does that when they're billing by the hour — because they don't bill that way.
Engagement
Client words
CoreLync shipped in eight weeks what our previous agency promised in eight months — then stayed on to operate it. That's the whole review.
Tell us where you're stuck. We'll reply within one business day with an honest read — including whether you even need us.