Our Services

AI and GenAI Consulting & Development

🧠 AI Strategy & Advisory Unsure where AI fits in your organization? We conduct readiness assessments, identify high-impact use cases, and design a scalable AI roadmap aligned with your ROI targets.

🤖 Custom Generative AI Solutions (LLMs) We build secure, enterprise-grade GenAI applications. We tailor models to your data using OpenAI, Claude, Gemini, Mistral • Local LLMs (Ollama) • Model Context Protocol (MCP) • Multi-Agent Architectures (ReAct, CAMEL, AutoGPT)

🧠 Agent Development & Orchestration We develop AI agents capable of tool use, decision-making, reasoning loops, and multi-step execution using LangChain Agents • AutoGen • CrewAI • LangGraph • Toolformer APIs • Memory Integration • Event-Based Triggers

📚 RAG Systems & Knowledge Engineering (Enterprise-grade Retrieval) We build high-quality Retrieval-Augmented Generation (RAG) pipelines with advanced retrieval and ranking methods. using Vector Stores such as Pinecone, Weaviate, Chroma, FAISS • Embedding Models • Query Refinement • Hybrid Search • Document Indexing

AIOps Enabled RIM Services

⚡ Intelligent Noise Reduction We use AI-driven signal processing, anomaly detection models, and multi-agent workflows to eliminate irrelevant alerts using event clustering via LangGraph orchestration.

🔍 Automated Root Cause Analysis (RCA) When an incident occurs, you don’t have time to guess. Our system instantly correlates events across your stack (Server, Network, Application) to pinpoint the exact root cause in seconds, not hours.

🛠️ Self-Healing Infrastructure We implement event-triggered automation and agent-based remediation using n8n, Make.com, Zapier for workflow automation, LangGraph event-based triggers for autonomous decision flows

📈 Predictive Capacity Planning Our AI analyzes usage trends to predict exactly when you will reach capacity, allowing you to scale resources up or down proactively. Using Prometheus metrics, Grafana dashboards, OpenTelemetry pipelines, and AI forecasting models, we predict capacity trends across compute, memory, storage, and network layers.

MLOps Enabled DevOps

🚀 CI/CD/CT Pipelines (Continuous Training) We implement end-to-end ML + Agent CI/CD/CT pipelines that automate the full lifecycle — from data ingestion to model deployment.
Using Kubeflow, Flyte, LangGraph, and GitHub Actions.

📦 Model Registry & Versioning We set up centralized model registries (like MLflow or AWS SageMaker) to track every version of your model, its hyperparameters, and the specific dataset used to train it. Aligned with modern MLOps tooling like MLflow, HuggingFace Hub, SageMaker Registry, and LangSmith-style metadata tracking

📊 Automated Drift Detection Models degrade over time. We implement real-time monitoring to detect Data Drift (input changes) and Concept Drift (relationship changes), triggering alerts or auto-retraining workflows before business value is lost.

🛠️ Model Deployment & Serving Deploy models and agents to scalable, low-latency environments: Real-time inference (FastAPI, Triton, TorchServe), Serverless deployments (Lambda, Cloud Run)

Observability Consulting and Implementation

📊 Tooling Assessment (Build vs. Buy): We analyze your budget and needs to recommend the right stack. Should you pay for Datadog/Splunk, or build your own Prometheus/Grafana stack? We help you decide.

🕵️Cost Optimization: We engineer AI-assisted sampling, filtering, and retention strategies to reduce cost while preserving signal quality. Using tools like OTel Collector processors, Metric cardinality reduction

📝 Full-Stack Instrumentation: We implement OpenTelemetry (OTel) across your backend (Java, Go, Python) and frontend to ensure standard data collection without vendor lock-in.

🎯 Distributed Tracing Setup: We implement OpenTelemetry tracing and backend systems like Jaeger or Tempo to visualize the full lifecycle of a request, Service-to-service hops in microservices

📈Custom Dashboarding: We design dashboards tailored to each team’s needs using Grafana, OpenSearch Dashboards, or custom BI tools

Site Reliability Engineering Consulting and Implementation

📊SRE Maturity Assessment: We audit your current infrastructure, team skills, and incident history to build a custom roadmap from "Firefighting" to "Self-Healing."

🎯SLO/SLI Design: We help you define what "Reliability" actually means for your business. We define Service Level Indicators (SLIs) and set realistic Service Level Objectives (SLOs) that align business goals with engineering reality..

🤖 Toil Reduction & Automation: We identify manual, repetitive tasks (toil) and automate them away using Python, Go, or Ansible. Our goal: Engineers spend 50% of their time coding, not clicking.

🔥 Incident Response Modernization: We implement On-Call rotations that don't kill morale. We set up automated escalation policies (PagerDuty/OpsGenie) so the right person is woken up—and only when it matters.

🌪️ Chaos Engineering: We implement controlled failure injection. We break servers, kill pods, and sever network links in production to verify that your failover mechanisms actually work.

Data Engineering & Governance

🔄 Modern ETL/ELT Pipelines We build robust, automated pipelines that extract data from your CRMs, ERPs, and APIs, load it into a centralized destination, and transform it for analysis (using tools like dbt).

🏗️ Data Warehouse & Lakehouse Architecture Whether you need the structure of a Warehouse (Snowflake/Redshift) or the flexibility of a Data Lake (Databricks/S3), we architect cost-effective storage solutions that separate compute from storage for scalability.

🛡️ Data Governance & Cataloging "Where did this number come from?" We implement Data Catalogs that map your data lineage. We define ownership, enforce access controls (RBAC).

✅ Automated Data Quality Trust is hard to earn and easy to lose. We implement automated quality checks (testing for nulls, duplicates, and freshness) that stop bad data before it hits your CEO’s dashboard.

itkars ai consulting transformed our cloud strategy with precise, expert guidance.

Anita R.

★★★★★

FAQs

What services do you offer?

We specialize in AI, AIOps, MLOps, FinOps, and cloud DevOps solutions.

How can AI help my business?

Our AI solutions streamline operations, improve decision-making, and boost efficiency.

What industries do you serve?

We work across finance, healthcare, technology, and more, tailoring solutions to each sector.

Do you offer bilingual talent development?

Yes, we provide bilingual training to enhance global collaboration.

How do I get started?

Contact us to discuss your needs and we’ll guide you from there.