AI solutions

AI-native engineering — intelligence at the core.

From ML models and LLM-powered applications to autonomous agents and scalable MLOps — we build AI that works in the real world, backed by 15+ years of senior technology leadership.

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AI transformation journey

Where are you on your AI journey?

We meet you wherever you are — from first exploration to enterprise-wide AI transformation.

01

Stage 01 — Objective

Aware

Looking to get started with AI but not sure how? We run structured discovery workshops to align vision, assess readiness, and identify the highest-leverage AI opportunities for your business.

Business impact — Vision & goal alignment

02

Stage 02 — Objective

Pilot

Already have an idea? Test it with us. Our 2–4 week AI PoC sprints produce a working prototype and honest roadmap — so you invest with confidence, not assumptions.

Business impact — Proving value & quick validation

03

Stage 03 — Objective

Transform & Scale

2× your organization’s growth by scaling AI initiatives across your suite of products. We manage model lifecycle, data pipelines, and AI infrastructure at enterprise scale.

Business impact — Increase top & bottom line impact

Core AI/ML expertise

Deep technical capability across the full AI stack.

From raw model development to production MLOps — every capability built to enterprise standards.

Machine learning & predictive analytics
  • Classification, regression, clustering, anomaly detection
  • Model optimization, hyperparameter tuning, AutoML
  • Predictive analytics, demand forecasting, risk modeling
NLP & large language models (LLMs)
  • Text classification, summarization, information extraction
  • Conversational AI, RAG, fine-tuning
  • Prompt engineering, contextual memory (LangChain/LangGraph)
Computer vision
  • Image classification, object detection, segmentation
  • Video analytics, real-time inference pipelines
  • GIS and telemetry processing for defense & industrial
Generative AI & conversational systems
  • AI agents & chatbots, voice-based AI (STT/TTS)
  • Multimodal AI (text + image + speech), prompt chaining
  • Generative content — text, video, code, insights
Data science & ETL automation
  • Data pipelines, lakehouses, real-time streaming
  • Apache Spark, Airflow, dbt for transformation
  • BI integration, dashboards, and analytics automation
MLOps & scalable AI infrastructure
  • CI/CD for ML (MLflow, Kubeflow, DVC, Airflow)
  • Containerization (Docker, Kubernetes, Serverless)
  • Model monitoring, drift detection, auto-scaling
AI agents & agentic systems
  • Agentic swarm methodologies for multi-agent collaboration
  • MCP, LangGraph, AutoGen for orchestration
  • Integration with Slack, Jira, CRMs, and enterprise tools
AI for automation & decision intelligence
  • Workflow automation, RPA, process intelligence
  • Decision support systems with LLM reasoning
  • Web3 & blockchain AI integrations

Industries

AI solutions built for 12+ industries.

Deep domain fluency — not just technical capability — in every engagement.

Defense & aerospace

Retail & e-commerce

Finance & grants

Smart cities

Healthcare & life sciences

Entertainment & media

Manufacturing & IoT

Hospitality

Automotive

Education & research

HR & workforce

LegalTech

Ready to build?

Let’s create your next AI-powered digital product.

From AI strategy and MVPs to scalable enterprise systems — Xeltec partners with ambitious businesses to engineer intelligent software.

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