Solutions
AI capabilities,
production-ready.
LLMs & fine-tuning, custom TTS/STT for Indic & foreign languages, computer vision, Intelligent Document Processing (IDP), and edge optimization — one engineering team taking you from prototype to production.
LLM Solutions & Fine-tuning
AI that reasons, retrieves, and decides — reliably.
We design, fine-tune, and deploy large language model systems that go far beyond chat — domain-adapted models, citation-grounded RAG pipelines, and agentic workflows that take real actions. We work with open-weight models (Llama, Mistral, Qwen, DeepSeek) so the weights, data, and IP stay yours, on your infrastructure.
USE CASES BY INDUSTRY
HealthcareClinical decision support and prescription-understanding copilots grounded in patient records.
LegalContract clause extraction and citation-grounded review with no hallucinated references.
FinTechDocument-grounded credit memos and policy-compliant customer support agents.
ManufacturingKnowledge agents over SOPs, manuals, and maintenance logs for floor technicians.
Enterprise SaaSInternal knowledge assistants that cite the source doc for every answer.
CAPABILITIES
Fine-tuning & domain adaptation
LoRA, QLoRA, PEFT, and full fine-tunes on Llama 3.x, Mistral, Qwen, DeepSeek for your domain and tone.
RAG pipelines
Retrieval-augmented generation with citation grounding and zero-hallucination guardrails (LangChain, LlamaIndex, Haystack).
Agentic workflows
Tool use, function calling, and multi-agent orchestration with LangGraph that take real-world actions.
Private LLM hosting
Production inference endpoints (vLLM, TGI) for your fine-tuned models — VPC-isolated or air-gapped.
Evaluation & guardrails
Output validation, hallucination reduction, red-teaming, and continuous eval harnesses.
Prompt & reasoning optimisation
DSPy-based systematic optimisation for complex, multi-step reasoning chains.
SEE IT IN ACTION
Models & frameworks:Llama 3.xMistralQwenDeepSeekGPT-4oClaudeLoRA / QLoRAvLLMLangChainLangGraphDSPy