Empowering Enterprises with On-Premise Generative AI We recently conducted a 3-day, hands-on GenAI workshop for one of India’s leading Finance Analytics companies — and the results were transformational. Over 3 days, we covered everything a business team needs to adopt, deploy, and automate Generative AI securely within their own infrastructure: - Day 1: Foundations of GenAI — LLMs, Tokens, Embeddings, Prompting Deploying AI Locally using LangChain and Ollama for private, on-premise AI - Day 2: Exploring ChatGPT, Gemini, Jasper, ElevenLabs & more Building In-House RAG Applications and AI Agents tailored to business needs - Day 3: Prompt Engineering and Evaluation Automating GenAI Workflows using n8n From onboarding to personalization to reporting All of this was done with a strong focus on data privacy, on-prem deployment, and enterprise-specific use cases. Want to bring this workshop to your organization? Reach out to us at contact@starttechacademy.com to learn more or schedule a session tailored for your team. #GenerativeAI #LangChain #Ollama #n8n #FinanceAnalytics #EnterpriseAI #RAG #AIWorkshop #DataPrivacy #StartTechAcademy
StartTechAcademy offers GenAI workshop for finance analytics
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Enterprises today need AI that does more than just generating text; it has to connect with real data, scale across systems, and deliver business impact. That’s where LangChain comes in: ✅ Connects LLMs with real-world data → making insights more accurate and actionable ✅ Manages complex workflows → streamlining operations end-to-end ✅ Scales for enterprise needs → ready to handle large volumes and demands ✅ Enables smarter, context-aware apps → improving user experiences and decision-making At Sysmatixx, we harness tools like LangChain to design secure, scalable, and future-ready AI solutions tailored for businesses. 💡 #sysmatixx #langchain #enterpriseai #artificialintelligence #businessgrowth #aidevelopment #techinnovation #futureofwork #innovaterefinerepeat
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n8n Secures $180M Series C Led by Accel, Fueling AI-Native Workflow Automation n8n has raised $180 million in a Series C funding round led by Accel, bringing total funding to $240 million and valuing the company at $2.5 billion. The platform continues to advance the AI-native workflow automation space, enabling users to build sophisticated and flexible automation without coding. The growing market for no-code tools faces new competition with OpenAI’s Agent Builder, which aims to revolutionize automation by leveraging AI in unprecedented ways. This development sparks an important conversation about the future of workflow automation—whether traditional no-code platforms like n8n will adapt or transform alongside emerging AI technologies. For professionals tracking innovation in automation, n8n’s latest funding and product momentum highlight a pivotal moment in the industry. Stay informed on n8n’s evolving capabilities and the rapidly shifting landscape of AI-driven workflow solutions. #Automation #NoCode #AI #Workflow #FundingUpdate
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What prompted us to build BharosaAI? We were confident that AI-first is becoming the de-facto way modern applications will work. While laying the groundwork for FinLens’s next set of features, we ran into a gap: 👉 How do you capture multi-level, complex requirements, let AI handle them, and still keep customers in control — without requiring constant human support from our side? That became the seed for BharosaAI. Over time, it evolved into a platform with four core drivers: ⏳ Long-running workflows with interrupts, resumes, and audit trails 🔄 By default asynchronous mode of integration 👥 Multi-role orchestration, where humans + AI collaborate across stages 🏗️ Hierarchical reasoning, letting AI agents work on layered, structured problems 🌀 True LLM reasoning, without exposing enterprise data to external models When AWS later introduced Bedrock Flow, we knew the validation was here: the future is AI-first orchestration. Where BharosaAI is different: 📜 YAML-first specs (versionable + reviewable) ✅ Policy-aware access & human-in-loop built in ☁️ Cloud-agnostic (GCP or your private cloud) Already in Production: - Financial / lending workflows - Bank Statement Analysis (FinLens) - Conversational Data Reconciliation We believe: automation should be trustworthy, structured, and private. #AI #EnterpriseAutomation #BharosaAI #WorkflowAutomation #FinTech #LLM #GCP
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Why are we all of the sudden seeing a huge surge of interest in ai-native alts tech aka private markets orchestration software? It's simple. AI solves real problems throughout the private markets landscape for everyone from portfolio companies to GPs to LPs to admins. We're in the early days of this digital transformation, but there are already tangible, measurable gains made in both time and dollars saved. Not many industries can say that yet, and AI remains a consumer novelty for many. We're excited to be solving real problems for real people through the AI app layer at Unlimited.ai #altstech #privatemarketsorchestration #alternativeinvestments #familyoffice #wealthtech #alts #ai
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Everyone is talking about AI, but how do you move from buzzword to real-world impact? At Dreamforce, our CEO, Abe Ziv, will reveal how Zota, a fintech company enabling businesses to accept alternative payment methods in emerging markets, made the leap. He will be diving into our "problem-first" approach and how building on Salesforce from day one was the crucial decision that set us up for success. He will also share a concrete example of how we are using Agentforce to empower our teams, not replace them. Get ready to hear about our journey from experimentation to a full-scale AI rollout plan. We hope to see you there! #Dreamforce2025 #Salesforce #AI #Agentforce #DigitalTransformation #Innovation #Zota #CEO #DF25
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🚀 AgentKit vs n8n — The Next Evolution in Automation! If you’ve ever used n8n, you know how powerful it is for building workflows — connecting APIs, automating messages, or managing data. But now, AgentKit is stepping in and changing the game. 🤖 Here’s why AgentKit is taking automation to the next level 👇 ✅ AI-Native Workflows: Unlike n8n, AgentKit is designed around LLMs and AI reasoning. It doesn’t just automate tasks — it thinks through them. ✅ Self-Learning Agents: Agents can adapt, learn, and optimize their workflows over time. No need to keep tweaking nodes manually. ✅ Natural Language Commands: You can literally tell AgentKit what to build — and it creates the workflow automatically. No more node dragging. ✅ Seamless Integration: With built-in support for LangChain, OpenAI, and vector databases, AgentKit fits perfectly in AI projects and intelligent systems. ✅ Autonomous Operation: Set it once — and your agent can run, monitor, and react to data on its own. 💡 While n8n remains great for classic automation, AgentKit is built for the AI-first era — where automation meets intelligence. 🔥 The future of automation isn’t about workflows. It’s about autonomous agents that can make decisions, learn, and act. Welcome to the new era — AgentKit. #AI #Automation #AgentKit #n8n #AIAgents #LLM #NoCode #Innovation
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A year ago, AI agents were side projects. Today, they’re shaping entire product roadmaps. What changed? The ecosystem matured fast. OpenAI is doubling down with new agent tooling and data-center expansion in Argentina. LangChain and LangGraph are hitting stability, and startups are moving from “prompt hacks” to production-grade agent workflows. We’re entering the execution era of AI where the winners won’t be those who build fancy demos, but those who solve real workflows with agents that can reason, act, and recover safely. Key shifts I’m seeing: 🔹 From code to coordination: Agents are less about single tasks, more about managing tools, APIs, and memory. 🔹 Data is the new moat: Private datasets + strong retrieval = durable advantage. 🔹 Governance matters: As automation grows, so does the need for traceability and rollback systems. If you’re in SaaS or B2B tech, now’s the time to ask: “Which process in our business could an agent handle end-to-end if we could watch it in real time?” Comment your first guess, I’ll reply with how that could actually be built. #AI #AIAgents #Automation #SaaS #Innovation #ProductDesign
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𝗪𝗵𝘆 𝗱𝗶𝗱 𝘄𝗲 𝗱𝗲𝗰𝗶𝗱𝗲 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝗼𝘂𝗿 𝗼𝘄𝗻 𝗚𝗲𝗻𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗰𝗵𝗮𝘁𝗯𝗼𝘁 𝗶𝗻-𝗵𝗼𝘂𝘀𝗲? Because 𝗦𝗽𝗲𝗲𝗱 & 𝟮𝟰/𝟳 Access Matter. At EnFuse, we developed a home-grown LLM chatbot that: ✅ Delivers instant, 24/7 access to information ✅ Keeps sensitive data secure within our network ✅ Offers a natural, human-like conversation experience ✅ Scales with business needs at lower cost Instead of settling for off-the-shelf limitations, we chose 𝗮𝗱𝗮𝗽𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆, 𝗮𝗻𝗱 𝗮𝗹𝗶𝗴𝗻𝗺𝗲𝗻𝘁 𝘄𝗶𝘁𝗵 𝗼𝘂𝗿 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗴𝗼𝗮𝗹𝘀. 🔗 Read the full story on why we went in-house: https://lnkd.in/dqaqT-Za #chatbot #LLM #generativeAI #enfusesolutions #inhousetool
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learn the best practices of how to build a GenAI powered Chatbot which doesn't sound robotic at all :)
𝗪𝗵𝘆 𝗱𝗶𝗱 𝘄𝗲 𝗱𝗲𝗰𝗶𝗱𝗲 𝘁𝗼 𝗯𝘂𝗶𝗹𝗱 𝗼𝘂𝗿 𝗼𝘄𝗻 𝗚𝗲𝗻𝗔𝗜-𝗽𝗼𝘄𝗲𝗿𝗲𝗱 𝗰𝗵𝗮𝘁𝗯𝗼𝘁 𝗶𝗻-𝗵𝗼𝘂𝘀𝗲? Because 𝗦𝗽𝗲𝗲𝗱 & 𝟮𝟰/𝟳 Access Matter. At EnFuse, we developed a home-grown LLM chatbot that: ✅ Delivers instant, 24/7 access to information ✅ Keeps sensitive data secure within our network ✅ Offers a natural, human-like conversation experience ✅ Scales with business needs at lower cost Instead of settling for off-the-shelf limitations, we chose 𝗮𝗱𝗮𝗽𝘁𝗮𝗯𝗶𝗹𝗶𝘁𝘆, 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆, 𝗮𝗻𝗱 𝗮𝗹𝗶𝗴𝗻𝗺𝗲𝗻𝘁 𝘄𝗶𝘁𝗵 𝗼𝘂𝗿 𝗱𝗶𝗴𝗶𝘁𝗮𝗹 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗮𝘁𝗶𝗼𝗻 𝗴𝗼𝗮𝗹𝘀. 🔗 Read the full story on why we went in-house: https://lnkd.in/dqaqT-Za #chatbot #LLM #generativeAI #enfusesolutions #inhousetool
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Excited to share that Cresta has added major enhancements to our Automated AI Agent Testing suite! AI adoption is growing fast, but trust remains the biggest challenge. This enhanced set of automated testing tools makes every release validated, reliable, and ready for customers. Key highlights: ⚖️ Expert-aligned LLM judges that ensure reliability and adherence. 🤖 Simulated customers to surface edge cases and build resilience. 🧩 Reusable evaluators to pinpoint unexpected behaviors at scale. 🔄 Democratized feedback loops that speed up fixes. Get more info: https://lnkd.in/eakmxK8r #CrestaAIAgent #AIagent
Automated AI Agent Testing | Cresta
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