AI Integration & Consulting

AI that ships
to production.

Turn AI from an idea into a measurable business advantage. Omka Tech helps organizations identify high-impact AI opportunities, integrate intelligent solutions into existing systems, and deploy secure, scalable AI applications that improve productivity, automate workflows, and accelerate growth.

What we build

Six shapes
of AI work.

Every business has unique challenges, which is why every AI solution we build is tailored to your goals. From AI-powered assistants and workflow automation to custom enterprise applications, we create intelligent solutions that seamlessly integrate with your existing systems and deliver measurable results.

01

RAG Systems

Transform your internal documents, knowledge bases, and business data into an intelligent AI assistant. Our Retrieval-Augmented Generation (RAG) solutions deliver fast, context-aware answers backed by your organization’s trusted information, helping users find accurate insights with confidence.

LangChain + Vector DB + Embeddings

02

AI Agents

Empower your business with autonomous AI agents that can execute complex, multi-step workflows. From research and data extraction to task management and scheduling, our AI agents automate repetitive processes while seamlessly involving human teams whenever review or approval is needed.

OpenAI + Claude + Gemini

03

LLM Integration

Add production-ready AI capabilities to your products without disrupting your existing architecture. From AI copilots and smart search to automated content generation and document intelligence, we help you modernize your applications with scalable AI solutions.

OpenAI + Claude + Gemini + Mistral AI

04

Document Intelligence

OCR, structured extraction and classification at scale โ€” invoices, contracts, forms, mail and unstructured PDFs. Proven in production across 40+ physical locations.

Mistral OCR + Extraction + Classification

05

AI Chatbots

Build enterprise-grade AI assistants that deliver reliable customer support across web, mobile, and messaging platforms. Our solutions combine Retrieval-Augmented Generation (RAG), conversational memory, and human escalation to ensure accurate, personalized, and trustworthy interactions.

RAG +LangChain + Pinecone + Redis

06

Fine-tuning & Custom Models

Deploy customized AI models within your own infrastructure to maintain full control over sensitive data and system performance. We help businesses fine-tune, optimize, and self-host AI models for secure, scalable, and cost-effective production environments.

Llama + Mistral AI + Ollama + vLLM

How we work

Four phases.
One team.

Every AI project is different, so our engagement timelines are tailored to your business goals and technical requirements. Most implementations are completed within 6โ€“14 weeks, with delivery timelines adjusted based on solution complexity, integrations, testing, and performance validation.

01
WK 1-2

Use Case & Feasibility

We workshop the use case, define what “working” actually means in numbers, run a technical feasibility check, and scope a fixed-price SOW.

02
WK 2-4

Prototype & Evaluate

A working prototype against a sample of your real data, with a measured accuracy number attached โ€” not a polished demo running on cherry-picked inputs.

03
WK 4-14

Production Build

The prototype gets hardened into a real system โ€” logging, monitoring, error handling, cost controls, and a human-in-the-loop path for anything the model shouldn’t decide alone.

04
WK 14-16

Launch & Iterate

Production deployment, evaluation against real users and real traffic, and a tuning pass once we see how the system behaves outside the lab.

How we work

Four phases.
One team.

Every AI project is different, so our engagement timelines are tailored to your business goals and technical requirements. Most implementations are completed within 6โ€“14 weeks, with delivery timelines adjusted based on solution complexity, integrations, testing, and performance validation.

01
WK 1-2

Use Case & Feasibility

We workshop the use case, define what “working” actually means in numbers, run a technical feasibility check, and scope a fixed-price SOW.

02
WK 2-4

Prototype & Evaluate

A working prototype against a sample of your real data, with a measured accuracy number attached โ€” not a polished demo running on cherry-picked inputs.

03
WK 4-14

Production Build

The prototype gets hardened into a real system โ€” logging, monitoring, error handling, cost controls, and a human-in-the-loop path for anything the model shouldn’t decide alone.

04
WK 14-16

Launch & Iterate

Production deployment, evaluation against real users and real traffic, and a tuning pass once we see how the system behaves outside the lab.

Technology

Right model
for your problem.

We take a technology-agnostic approach to AI consulting. Rather than promoting a specific platform or provider, we identify the models and infrastructure that best fit your business objectives, ensuring optimal performance, reliability, and return on investment.

Foundation Models

Closed and open models, chosen by accuracy, cost and data sensitivity.
GPT-4 / 4o Claude Mistral Llama 3 Gemini

Frameworks & SDKs

Production-grade orchestration, retrieval and agent frameworks.
LangChain LlamaIndex OpenAI SDK Anthropic SDK

Vector & Data

Embeddings, vector storage and retrieval pipelines.
Pinecone pgvector Weaviate Qdrant

Infrastructure

Cloud-managed and self-hosted, depending on data and latency requirements.
AWS Bedrock Azure OpenAI vLLM Self-hosted
AI work in production

Selected case study.

Cross-platform

E-Fire USA โ€” Real-time fire safety mobile apps

Cross-platform Flutter applications for iOS and Android โ€” live camera data ingestion, WebSocket alert management and multi-site monitoring dashboards. When vendor SDKs were unavailable, we built a custom HTTP adapter to keep delivery on schedule.

Real-time

Camera pipeline & alerts

iOS + Android

Shipped together

Multi-site

Monitoring architecture
Questions

AI-specific
questions.

Specific to AI integration engagements โ€” not generic agency FAQs.

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast

Far far away, behind the word mountains, far from the countries Vokalia and Consonantia, there live the blind texts. Separated they live in Bookmarksgrove right at the coast

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your users choose first?

Tell us about your project. We respond within 24 hours with an honest assessment โ€” whether we're the right fit or not.