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title: Talisma AI
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<img src="https://capsule-render.vercel.app/api?type=waving&color=0:1a0509,50:4a0e1f,100:7a1530&height=190&section=header&text=Talisma%20AI&fontSize=58&fontColor=ffffff&fontAlignY=38&desc=Agentic%20AI%20for%20Enterprise%20Customer%20Engagement&descAlignY=58&descSize=16&animation=fadeIn" width="100%" alt="Talisma AI — Enterprise Agentic AI, Open-Source Quantized Models, and Benchmarking"/>

**Quantized, benchmarked, production‑ready open models — picked so you don't have to.**

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<a href="https://huggingface.co/talisma?type=model"><img src="https://img.shields.io/badge/Browse_Models-4A0E1F?style=for-the-badge&logo=huggingface&logoColor=white" alt="Browse Talisma Models"/></a>
<a href="https://huggingface.co/talisma/collections"><img src="https://img.shields.io/badge/Browse_Collections-6b1428?style=for-the-badge&logo=googlebigquery&logoColor=white" alt="Browse Talisma Collections by Use Case"/></a>
<a href="https://huggingface.co/talisma?type=space"><img src="https://img.shields.io/badge/Try_a_Space-8f1d32?style=for-the-badge&logo=gradio&logoColor=white" alt="Try Talisma Spaces"/></a>
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![Years](https://img.shields.io/badge/22%2B-Years-1a0509?style=flat-square)
![Clients](https://img.shields.io/badge/100%2B-Enterprise%20Clients-1a0509?style=flat-square)
![Industries](https://img.shields.io/badge/BFSI%20%26%20Education-Focus-1a0509?style=flat-square)
![ISO](https://img.shields.io/badge/ISO%2027001-Certified-1a0509?style=flat-square)

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## 👉🏽 About Talisma

**Talisma** builds practical, enterprise-grade AI for **Customer Experience, CRM, Service Operations & Education** — turning open models into deployable systems, from interaction intelligence and document understanding to knowledge assistants, agentic workflows and AI-powered education. 22+ years in, trusted by ICICI, HDFC Life, and Tata Asset Management.

**This is a Hub** — where we publish the open-source models we've evaluated, quantized, and cleared for production use inside those systems. If it's here, it's already been through our enterprise benchmarking pipeline.

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💬 **Customer & Agent Assist** · 📧**Email Classification & Routing** · 🧠 **Interaction Intelligence** · 📄 **Document AI & OCR** · 🔍 **Knowledge Assistants** · ✨ **Quality, Risk & Compliance** · 🤖 **Agentic Workflow Automation** · 🎓 **Education & Learner Intelligence** · 🖥️ **Private & On-Premise AI**

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## 🧪 What You'll Find Here

**Models · Quantizations · Collections · Evaluation Sets · Spaces · Experiments**

- 🔬 **Quantized, every size.** Gemma, Qwen, Llama, Mistral and more, shipped as **GGUF** — `Q2` through `Q8` and `f16` — so it runs on whatever you've got, laptop to GPU box.
- 📊 **Real workloads, not leaderboards.** We test quality, latency, memory, structured output, reasoning and deployment efficiency against actual enterprise tasks before anything's published.
- ⚙️ **Trade-offs, decoded.** Plain-language guidance so choosing a model doesn't need an ML degree.

## ⁉️ How Talisma Actually Uses These

| # | Product | What it does |
|:---:|---|---|
| 01 | **CXM.AI** | Interaction summarization, email categorization & routing, sentiment, priority, and quality audit at every touchpoint |
| 02 | **CRM Agentic AI** | An agentic layer over the full customer journey — key-point extraction, compliance-risk flags, workflow-ready intelligence |
| 03 | **Document Intelligence** | OCR, extraction, and document Q&A turning applications, forms, transcripts and scans into structured data |

## 🌍 Trusted Across Industries

Supporting **BFSI**, **Customer Service** and **Education** organizations, including:

<sub>ADCB · Bharti AXA · BOB Financial · CB Bank · DCB Bank · Deutsche · Future Generali · HDFC Life · HDFC Mutual Fund · ICICI · IDBI · Kotak General Insurance · Laya Healthcare · LIC HFL · Mirae Asset · Royal Sundaram · SMC · Tata Investment · Tata Mutual Fund · Central Christian College</sub>

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<sub>🔌 Plugs into <b>SAP · Oracle · Twilio · WhatsApp · OpenAI · Zapier · Shopify · Gmail · GitHub · Linear · Mailchimp</b></sub>
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> Don't ask which model is biggest — ask which model gets the job done.
> **Models are the foundation. Business outcomes are the objective.**

### 🤝 Let's talk

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<a href="https://talisma.ai"><img src="https://img.shields.io/badge/Website-1A0509?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Talisma Website"/></a>
<a href="https://in.linkedin.com/company/talisma"><img src="https://img.shields.io/badge/LinkedIn-0A66C2?style=for-the-badge&logo=linkedin&logoColor=white" alt="Talisma LinkedIn"/></a>
<a href="https://talisma.ai/us/company/careers/"><img src="https://img.shields.io/badge/Careers-7A1530?style=for-the-badge&logoColor=white" alt="Talisma Careers"/></a>
<a href="https://outlook.office.com/book/Booking%40talisma.com/?ismsaljsauthenabled="><img src="https://img.shields.io/badge/Book_a_Meeting-4A0E1F?style=for-the-badge&logo=googlecalendar&logoColor=white" alt="Book a Meeting with Talisma"/></a>
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📞 **[+91 (80) 6926 1222](tel:+918069261222)**

<sub>Ground Floor, "Phoenix" – Magnificia, Old Madras Road, Bangalore – 560016, Karnataka, India</sub>

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<sub><i>Talisma Corporation Private Limited. All rights reserved.</i></sub>

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