AI Engineering
We integrate AI capabilities into your existing software systems — from conversational AI and document processing to recommendation engines and predictive analytics.
What we do
What We Do
Our AI engineering team adds intelligence to your existing applications without rebuilding your entire stack.
AI Integration Architecture
We design how AI components fit into your existing system — API contracts, data flows, latency budgets, and fallback strategies.
LLM & RAG Implementation
We build retrieval-augmented generation systems that connect large language models to your proprietary data with proper grounding and citation.
Agent & Workflow Automation
We build autonomous AI agents that execute multi-step workflows — data processing, decision-making, and action execution with human oversight.
MLOps & Model Management
We set up model versioning, A/B testing, performance monitoring, drift detection, and automated retraining pipelines.
API & SDK Development
We wrap your AI models in production-grade APIs with documentation, SDKs, rate limiting, and developer portals.
Performance Optimisation
We optimise inference latency, reduce compute costs, and implement caching, batching, and model quantisation for production workloads.
Applications & Use Cases
AI Engineering Applications
Our engineering team integrates AI into production systems at scale, handling the infrastructure, pipelines, and operational complexity that enterprise AI demands.
RAG-powered Knowledge Systems
Build retrieval-augmented generation systems that ground LLM responses in your proprietary documents and data.
Multi-agent Orchestration
Design and deploy systems of specialized AI agents that collaborate to handle complex, multi-step business workflows.
Real-time AI Pipelines
Engineer streaming data pipelines that feed models with live data for instant predictions and decisions.
Model Serving & Optimization
Deploy optimized inference infrastructure that handles production traffic with low latency and cost efficiency.
AI-native API Development
Build APIs that expose AI capabilities to internal teams and external partners with proper rate limiting and access controls.
Evaluation & Testing Frameworks
Create automated evaluation suites that continuously measure model quality, detect regressions, and validate outputs.
Why Us
Why Us
We are AI engineers who understand both the ML and the software engineering sides — not data scientists who hand off notebooks.
Production AI experience across NLP, computer vision, time series, and generative AI
Average 60 percent reduction in AI inference costs through optimisation and smart routing
Enterprise-grade security with data isolation, encryption, and audit logging
Agile delivery with two-week sprints and continuous stakeholder demos
Full IP ownership — all code, models, and pipelines belong to you
Benefits & Methodology
Our Engineering Methodology
We apply software engineering best practices to AI systems, treating models as first-class software components with proper versioning, testing, and deployment.
Production-grade from Day One
We build with monitoring, logging, and error handling from the start, not as a post-pilot retrofit.
Model Versioning & Lineage
Every model version is tracked with its training data, hyperparameters, and evaluation metrics for full reproducibility.
Cost-aware Architecture
We design inference pipelines that balance accuracy with cost, using caching, batching, and model routing to optimize spend.
Security by Design
We implement guardrails against prompt injection, data leakage, and unauthorized access at every layer of the stack.
Automated Evaluation Suites
We build test harnesses that continuously validate model quality against golden datasets and regression benchmarks.
Observable AI Systems
We instrument every component with metrics, traces, and alerts so you can diagnose issues before they impact users.
Difference
What sets One X Tech apart?
One X Tech stands out by offering a unique blend of seasoned expertise, global presence, and recognized credibility to drive transformative outcomes.
2,500+
Top Talent
Leverage expertise from a talent pool of over 2,500 top technology experts across the globe.
100+
Clients Served
Empowering over 100 prestigious clients globally, including Fortune 500 companies.
200+
Projects Delivered
Delivering excellence with 200+ projects, celebrated for excellence in software development and outsourcing.
20+
Years In-market
20+ years on the market, consistently driving forward innovation and digital excellence.
18
Global Service Centers
Active in eight countries, providing localized support and comprehensive solutions worldwide.
Innovative Solutions
Pioneering the use of advanced technologies to solve complex challenges and boost efficiency.
Industry Recognition
Featured as a Top Software Agency in 2023 by Clutch and recognized globally as a leader in technology outsourcing.
Certifications
Adhering to the highest standards with OWASP, Amazon Web Services (AWS), and Google certifications.
FAQs
Common questions about ai engineering.
Get Started
Ready to Get Started?
Most enterprises know they need AI. The ones that succeed have a partner who understands their regulations, their data, and their industry.
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