Crafting tomorrow's AI, today
We help fintech and regulated industries deploy production‑ready AI in weeks, not months — without hiring a data science team.
On‑prem & private cloud options available.
- • LLM apps & agents (RAG, fine‑tuning)
- • MLOps platforms (CI/CD, monitoring)
- • NLP & search (classification, summarization)
- • Computer vision (detection, OCR)
- • Forecasting, recommendations, optimization
- • Data engineering & pipelines
Services
Outcome‑focused AI/ML delivery
LLM Apps & Agents (RAG)
MLOps & AI Platforms
NLP & Search
Computer Vision
Forecasting & Recs
Data Engineering
Selected work
Proof, not just demos
Northwind Capital: DPO‑Aligned Research Agents for Buy‑Side Analysts
DPO‑fine‑tuned Llama 3.1 70B served on vLLM, orchestrated by a LangGraph multi‑agent workflow — 41% accuracy lift on analyst Q&A, p95 latency under 2.4s, and 63% lower inference cost vs. the prior GPT‑4 baseline.
Read case study →Harmony: Automated Questionnaire Data Extraction
Structured extraction pipeline with schema validation and human‑in‑the‑loop review hit 98% key‑entity accuracy and cut manual entry time by 95%.
Read case study →Insights
Practical guidance on shipping AI to production
Production AI Agents with LangGraph and MCP: A Practical Architecture Guide
Most agent demos break in production. Here's how we ship reliable agents using LangGraph state machines, MCP for tool integration, Langfuse observability, and hard guardrails.
Read →MLOps in Regulated Industries: What Production-Ready Really Means
From audit trails to canaries, here's a checklist we use when shipping AI in BFSI & Healthcare.
Read →Hybrid Search for Technical Docs: Why BM25 + Embeddings Beats Either Alone
A practical guide to combining keyword and semantic search with reranking and chunking that doesn't destroy context.
Read →What clients say
Trusted by teams shipping AI in production
"Plexibit transformed our TV news analysis workflow into a fully automated AI pipeline — from custom LLM fine-tuning to production deployment. The system became operational faster than we expected and scaled reliably from day one."
Adrien Blaise
Founder & Generative AI Strategist, UBYX
"Plexibit helped us deliver enterprise-grade GenAI systems for telecom clients including Omantel and Virgin Mobile. Their team built scalable RAG chatbots, AI-powered extraction pipelines, and multilingual document intelligence workflows that significantly improved operational efficiency and knowledge accessibility."
Faisal Aljundi
General Manager, Middle East & Africa, ThingLogix
"We partnered with Plexibit to build an AI-powered hybrid search platform for welding support and safety workflows. By combining semantic search, SDS documentation, and web-based knowledge into a unified chatbot experience, they significantly improved information accessibility and response speed across teams."
Dominic Joseph
Product Leader – AI / GenAI / Agents, Airgas
"Plexibit's core focus is on delivering results with strong attention to detail. We appreciated their enthusiasm, responsiveness, and willingness to support the team throughout the engagement."
Deepali H
Project Manager, Rangam
"Working with Plexibit was a great experience from both a research and engineering perspective. Their team demonstrated strong expertise in transformer architectures, LLM optimization, and production-scale AI systems. They consistently delivered high-quality implementations, communicated clearly, and contributed meaningfully to advancing our NLP capabilities."
Himanshu Bhatnagar
CEO & Founder, HBSS Connect Corp.
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