AI · MLOps · DevSecOps

We Build AI Systems
That Work in Production

Vertexmind AI helps companies architect, deploy, and secure intelligent systems at scale. From LLMs and real-time inference to cloud infrastructure and compliance — we deliver end-to-end.

Our Services

We partner with engineering teams and leadership to solve complex AI, infrastructure, and security challenges — delivering production-grade systems, not prototypes.

AI & ML Solutions

From concept to production — we design and deploy LLM applications, RAG pipelines, computer vision systems, and real-time inference engines tailored to your business needs.

LLMs & RAG Computer Vision Edge AI ASR & NLP Real-time Inference

MLOps Engineering

We build the platforms that keep your models running reliably — automated training pipelines, model serving at scale, monitoring, and cost-optimised infrastructure.

Kubernetes & EKS Model Serving Monitoring Auto-scaling GPU Optimisation

DevSecOps Consulting

Security-first infrastructure design, CI/CD hardening, compliance automation, and cloud security posture management — building systems your security team will approve.

ISO 27001 AWS Security Terraform & IaC CI/CD Hardening Compliance

Technical Strategy & Leadership

Architecture reviews, tech stack decisions, team augmentation, and R&D direction — we help align your engineering efforts with business outcomes.

Architecture Review Team Augmentation R&D Strategy CISO Advisory

Projects & Case Studies

A selection of systems we've architected, built, and deployed to production — delivering measurable impact at scale.

LLM / RAG

Enterprise RAG Chatbot

Multi-modal RAG chatbot supporting PDFs, images, and documents with advanced chunking, re-ranking, and Text-to-SQL capabilities for enterprise semantic search.

95% query accuracy 89% SQL accuracy 40% faster inference
vLLMElasticSearchpgvectorLangChainGPU Clusters
ASR / Audio

Real-Time ASR & Diarization

End-to-end speech recognition and speaker diarization pipeline deployed on GPU instances in EKS, handling concurrent multi-stream transcription with punctuation and timestamps.

70% cost reduction RTF 3380 throughput 50% latency reduction
NVIDIA NemoParakeetSortformerEKSGPU
Computer Vision

Edge CV Pipeline

Real-time person detection pipeline optimised for edge deployment across 30+ sites, eliminating cloud dependency with on-device inference.

30+ FPS, 50ms latency 70% on-device speedup
YOLOv11TFLiteEdge/IIoT99.95% uptime
Infrastructure

Cloud Modernisation

Migrated monolithic applications to event-driven Kubernetes architecture with GitOps, plus a serverless image recognition service handling 10k+ daily requests.

60% cost reduction 80% faster processing 99.9% uptime
EKSKEDAKarpenterLambdaGitOps
Full-Stack / DevSecOps

Transport Management System

Complete backend, infrastructure, and security setup for a TMS platform — from API design to production deployment with full CI/CD and DevSecOps best practices.

End-to-end delivery Production-grade security
FastAPIPostgreSQLAWSTerraformCI/CD
Product (Stealth)

DevSecOps Copilot

An intelligent platform that helps create and manage infrastructure resources with minimal technical knowledge — a copilot for DevSecOps teams.

Coming Soon
AI-PoweredInfrastructureAutomation

Built for Results

We don't just build demos. We deliver production systems with measurable business impact.

Proven Impact

Consistent track record of cutting costs and boosting performance across every engagement.

Up to 70% cost reduction

End-to-End

From architecture and model development to deployment, monitoring, and security — we own the full stack.

Model to production

Security-First

CISO-led security practices with ISO 27001 certification experience baked into every project.

ISO 27001 certified

Battle-Tested

7+ years of building enterprise-scale AI systems with 99.9%+ uptime in production environments.

99.9% uptime

How We Work

A structured yet flexible approach that gets you from problem to production efficiently.

1

Discovery

We understand your business context, technical landscape, and goals. Deep-dive into your challenges and opportunities.

2

Architecture

We design the solution — selecting the right models, infrastructure, and security posture for your specific requirements.

3

Build & Deploy

We build iteratively, deploy to production with proper CI/CD, monitoring, and rollback strategies in place.

4

Optimise & Support

We monitor, optimise costs and performance, and provide ongoing support and knowledge transfer to your team.

Ready to Build Together?

Whether you need a production AI system, infrastructure modernisation, or security consulting — we'd love to hear about your challenge.