Kentico 13 EOS: Support ends Dec 31, 2026 - 218d 17h 56m left.
GENERATIVE AI • LLMS • RAG • CUSTOM AI APPLICATIONS

Build Enterprise
Generative AI
Solutions  That Reach Production

From custom Generative AI applications and RAG development to enterprise copilots and AI-powered automation, DotStark helps organizations build secure, scalable AI solutions that deliver measurable business outcomes.

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Years AI Experience

Enterprise Generative AI Solutions Built for Production

From custom AI applications and RAG development to document intelligence and AI-powered search, DotStark helps organizations turn Generative AI into measurable business value.

AI Readiness Assessment icon
01

Custom Generative AI Applications

Build enterprise-grade Generative AI applications using GPT, Claude, Gemini, and open-source models. We help organizations create AI solutions tailored to specific workflows, users, and business objectives.

GPT Claude Gemini Azure OpenAI
AI Transformation Roadmap icon
02

RAG Development & Knowledge Assistants

Develop Retrieval-Augmented Generation (RAG) systems that connect AI models to enterprise knowledge, reducing hallucinations and delivering trusted, source-backed responses.

Vector Databases Private Data Citations
Use Case Identification icon
03

Document Intelligence Solutions

Extract, classify, summarize, and analyze information from contracts, reports, invoices, policies, and unstructured documents using enterprise-ready AI workflows.

OCR Classification Data Extraction
AI Architecture Design icon
04

AI Content Generation

Automate content creation for blogs, product descriptions, customer communications, documentation, and knowledge bases while maintaining quality and brand consistency.

Content AI Brand Voice Automation
Adoption & Change Management icon
05

AI-Powered Search

Transform traditional search into intelligent discovery with semantic search, vector retrieval, and conversational experiences that help users find information faster.

Semantic Search Vector Search Enterprise Search
AI Governance & Ethics icon
06

OpenAI & LLM Integration

Integrate OpenAI, Azure OpenAI, Anthropic, and other large language models into enterprise applications, workflows, and customer experiences through secure APIs.

OpenAI Azure OpenAI API Integration

Engineering-Led. Production-Ready. Enterprise-Focused.

Production-Ready AI Systems

Every Generative AI solution we build is designed for production with monitoring, evaluation frameworks, security controls, fallback mechanisms, and long-term maintainability built in from day one.

Microsoft & OpenAI Expertise

As a Microsoft Partner, DotStark delivers enterprise AI solutions using Azure OpenAI, Azure AI Search, Microsoft Copilot, and modern cloud infrastructure built for scale and governance.

RAG & Knowledge AI Specialists

We design RAG systems that connect AI models to trusted business knowledge, helping organizations reduce hallucinations, improve accuracy, and create reliable AI experiences.

Production AI Products. Ready to Deploy

Beyond custom builds — DotStark offers two production-ready AI
products you can deploy into your organisation in days, not months.

RAG 360 by DotStark

AVAILABLE NOW

SOURCES

PDF + OCR
SHAREPOINT
GOOGLE DRIVE
CONFLUENCE

INDEX

VECTOR DB

  • EMBEDDINGS
  • RAG 360

AI SEARCH

LLM

  • DEEP ANSWERS
  • CITATIONS
  • SOURCES
  • 100% TRUSTED

Make Your Knowledge Instantly Queryable

RAG 360 indexes your entire internal knowledge base — PDFs, contracts, SharePoint, Google Drive — and makes it conversationally queryable in real time. Zero hallucinations. Zero public web exposure. Full source citations on every answer.

75% Less search time
0 Hallucinations
24/7 Knowledge access
  •  Private, secure index — your data never leaves your environment
  •  Natural language queries — ask like you'd ask a colleague
  •  Source-cited responses — every answer references exact document and version
  •  Platform agnostic — connects to SharePoint, Google Drive, local drives
BUILT FOR
Legal & Compliance Finance & Banking HR & Operations Professional Services

RecClass AI by DotStark

AVAILABLE NOW

LECTURE

VIDEO + AUDIO
RECORDING

PROCESS

RECCLASS AI
  • TRANSCRIBE
  • SEGMENT TOPICS
  • IDENTIFY INDEX
  • SUMMARIZE
  • AI TITLES

LEARNER

STUDENT
  • ASK ANYTHING
  • JUMP TO TOPIC
  • PLAY TUTORIAL
  • EARN NOTES

Turn Lecture Recordings Into Living Knowledge

RecClass AI transforms video lecture recordings into structured, searchable digital knowledge assets — with AI-generated summaries, semantic topic navigation, timestamped topic links, and a 24/7 AI tutor grounded exclusively in your course content.

3x Faster studies
+40% Better retention
100% Auto-generated
  •  AI transcription — automatic speech-to-text with speaker diarization
  •  Topic segmentation — AI identifies and labels distinct subject sections
  •  AI Tutor — conversational tutor grounded only in lecture content
  •  Learning analytics — see which topics your students focus on most
BUILT FOR
Universities & EdTech Corporate Training Online Education SkilledTechs & Analytics

From Use Case to Production AI

A structured engagement that skips the experimentation phase and goes straight to building AI that works.

01Wk 1

Scoping

Define the use case, data sources, and success criteria.

Scope doc
 
02Wk 1–2

Architecture

Select models, vector DB, RAG vs fine-tune, Azure or on-prem.

Tech spec
 
03Wk 2–6

Build & Integrate

Full build — RAG pipeline, API layer, frontend, integrations.

Working system
 
04Wk 6–8

Ship & Handover

Production deployment, team training, monitoring setup.

Live system
 

Frequently Asked Questions

Everything you need to know about Generative AI, RAG solutions, AI copilots, and enterprise AI implementation.

Generative AI is a type of artificial intelligence that creates content such as text, images, code, summaries, and insights using large language models (LLMs). Businesses use Generative AI to automate workflows, improve productivity, and enhance customer experiences.
Popular Generative AI examples include AI copilots, enterprise chatbots, customer support assistants, document summarization, content generation, intelligent search, and knowledge assistants. DotStark develops custom Generative AI solutions tailored to specific business processes and enterprise requirements.
Generative AI can automate repetitive tasks, accelerate content creation, improve customer support, streamline knowledge management, and enhance decision-making. DotStark helps organizations identify, design, and deploy Generative AI solutions that create measurable business value.
Many Generative AI projects fail because they lack clear business objectives, trusted data sources, governance controls, or scalable architecture. DotStark's engineering-led approach focuses on production-ready AI systems with monitoring, security, evaluation frameworks, and long-term maintainability.
Retrieval-Augmented Generation (RAG) combines large language models with enterprise knowledge sources to generate accurate, context-aware responses. As a RAG development partner, DotStark builds enterprise AI systems that reduce hallucinations and deliver responses grounded in trusted business data.
Yes. Enterprise Generative AI solutions can securely connect to internal documents, knowledge bases, SharePoint environments, customer systems, and business applications while maintaining governance, role-based permissions, and security controls. DotStark designs AI architectures with enterprise security as a priority.
Public AI tools are designed for general use, while enterprise Generative AI solutions are customized around business workflows, internal knowledge, security requirements, and system integrations. DotStark develops secure AI applications using Azure OpenAI, RAG architectures, and enterprise-grade deployment practices.
DotStark combines Generative AI development expertise, Azure OpenAI capabilities, RAG implementation experience, and enterprise software engineering practices. As a Microsoft Partner, we help organizations move from AI prototypes to scalable production systems that deliver measurable business outcomes.

Book a Free 30-minute AI Strategy Session.

We'll assess where you are, identify the highest-ROI AI opportunities, and outline what a transformation roadmap looks like for your organisation.

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