AI Development & Custom LLMs
Embedding Artificial Intelligence, RAG Systems, and Neural Models into Software
Artificial Intelligence is redefining competitive advantage. Manikarnika Technologies builds custom AI solutions, domain RAG pipelines, fine-tuned LLMs, and computer vision models that turn raw data into intelligent automation.
Engineering Approach & Standards
We help enterprise teams move beyond toy AI demos to production-grade AI systems. From domain-specific RAG (Retrieval-Augmented Generation) setups with Pinecone/Qdrant to visual document extraction engines and predictive machine learning models.
Business Problems We Solve
AI Hallucinations
Public LLM models producing inaccurate or invented information in enterprise contexts.
Data Privacy Concerns
Risk of sending proprietary corporate data to public AI model training pipelines.
High Inference Latency
AI responses taking 10+ seconds, ruining user interaction flows.
Our Technological Solution
Domain RAG Pipelines
Grounding LLMs in your internal vector database for 99%+ factual precision.
Private Cloud AI Deployment
Self-hosted open-source LLMs (Llama 3, Mistral) inside your secure VPC.
Sub-Second Streaming Inference
Optimized model quantization and async streaming API endpoints.
Key Engineering Deliverables
Development Process
AI Feasibility & Data Audit
Auditing data quality, vectorization strategies, and model selection.
Vector & RAG Architecture
Building embeddings, chunkers, and hybrid vector search pipelines.
Model Engineering
Fine-tuning prompts, implementing guardrails, and optimizing latency.
API Integration & Evaluation
Connecting AI endpoints into your web/mobile software backends.
Technology Stack
Industries Served
Why Choose Manikarnika Technologies
Institutional stability backed by Jhupar Groups with strict data security compliance.
All source code, database schemas, and intellectual property rights are fully transferred to your company.
Products built for extreme concurrency, continuous monitoring, and 99.999% SLA availability.
Related Case Studies
View All Case StudiesAutomating Complex Financial Audit Extraction with Multimodal AI & Vision Models
Deploying an enterprise AI document processing system extracting structured financial data from 1.8M pages monthly with 99.4% precision.
Read Full Case StudyFrequently Asked Questions
We deploy private open-source models inside your isolated cloud VPC or utilize enterprise API agreements with explicit zero-data-retention guarantees.
Explore Related Services
Custom Software Development Services
Bespoke software development engineered to streamline complex business workflows, CRM/ERP integrations, and automation.
AI Process Automation
Deploying autonomous AI agents, OCR document parsers, and workflow automation triggers that eliminate manual data entry.
Cloud Engineering Services
Architecting auto-scaling cloud environments on AWS, Google Cloud, and Azure with Infrastructure as Code (IaC).
Let's Build Something Exceptional Together
Fill out the consultation form to schedule a direct architectural discussion with our principal product engineers.
Our technical team reviews all inquiry submissions within 4 business hours. Guaranteed NDA protection prior to any code disclosure.