# Enterprise agentic AI in production—for banks, retail, and beyond. ## CASE STUDIES **Expedited VC Due Diligence: From 30 Days to 24 Hours** 🔒 Confidential client](/content/id/case-studies/expedited-vc-due-diligence-from-30-days-to-24-hours/index.html) **From Crisis To Cloud: POS Overhaul Success** 🔒 Confidential client](/content/id/case-studies/from-crisis-to-cloud-pos-overhaul-success/index.html) **Streamlining Prepaid Card Operations Boost Growth 30%** 🔒 Confidential client](/content/id/case-studies/streamlining-prepaid-card-operations-boost-growth-30/index.html) **80% Faster Onboarding: FinTech Modernization Success** 🔒 Confidential client](/content/id/case-studies/80-faster-onboarding-fintech-modernization-success/index.html) **Consero's FaaS Evolution: MVP to Full Rollout** Consero Global 🔒 Confidential client](/content/id/case-studies/conseros-faas-evolution-mvp-to-full-rollout/index.html) **Cutting Thousands of Hours of Manual Document Work with BetterBrain’s Automation Platform** 🔒 Confidential client](/content/id/case-studies/betterbrain-idp/index.html) **How CREA Cut Data Costs by 30% and Migrated to Amazon Redshift in 1.5 Months** CREA E-commerce solutions provider 🔒 Confidential client](/content/id/case-studies/crea/index.html) **Automating Financial Reviews to Boost Margins and Client Satisfaction** 🔒 Confidential client](/content/id/case-studies/automating-financial-reviews-to-boost-margins-and-client-satisfaction/index.html) **How building self-serve tools led GTM and acquisition by Digital Ocean for 110M** Paperspace A cloud platform for AI and ML models. 🔒 Confidential client](/content/id/case-studies/ai-hive-paperspace/index.html) **Serving ~$1M in revenue in property maintenance through image segmentation** SiteRecon The GIS platform for property maintenance. 🔒 Confidential client](/content/id/case-studies/siterecon-image-segmentation/index.html) **How Graphcore x Pienso earned the CogX Innovation Award for NLP** Pienso A software platform of interconnected AI tools. 🔒 Confidential client](/content/id/case-studies/ai-hive-pienso/index.html) **Reducing unnecessary caregiver visits for the elderly by 30%** Care Alert by SensorsCall The best aging-in-place solution in the market​. 🔒 Confidential client](/content/id/case-studies/thinkai-sensorscall/index.html) **Enabled ML tooling rollout across 90+ tax jurisdictions** Ernst & Young (EY) Consulting, assurance, tax and transaction services. 🔒 Confidential client](/content/id/case-studies/ai-hive-ey/index.html) **Improving efficiency for radiology diagnostics through an AI hospital assistant** 🔒 Confidential client](/content/id/case-studies/megrez-ai-radiology/index.html) **Increasing ROI on renewable energy investments by 3x through IoT sensors and ML** 🔒 Confidential client](/content/id/case-studies/thinkai-energy-ml/index.html) **Decreasing operations time through an ML-powered pricing tool** NuWorks Interactive Labs Top full-suite advertising and innovations agency. 🔒 Confidential client](/content/id/case-studies/nuworks-ml-pricing/index.html) **30% Faster User-Centric Product Development With thinkPlanner** 🔒 Confidential client](/content/id/case-studies/30-faster-user-centric-product-development-with-thinkplanner/index.html) **Minimizing drilling risks and costs with AI-driven seismic prediction for enhanced operational efficiency** 🔒 Confidential client](/content/id/case-studies/aihive-seismic-prediction/index.html) **Thinkurl: Streamlining Code Generation by 50%** 🔒 Confidential client](/content/id/case-studies/thinkurl-streamlining-code-generation-by-50/index.html) **AFR 2.0 Increases Stakeholder Confidence By 40%** 🔒 Confidential client](/content/id/case-studies/afr-2-0-increases-stakeholder-confidence-by-40/index.html) # THE PROBLEM ## Over 90% of AI projects fail to go live. Most AI projects stall because in-house teams lack the expertise and resources to execute. ### Lack of Expertise Without specialized AI knowledge, projects struggle to progress and meet KPIs. ### Lack of Time Tight deadlines and limited bandwidth cause AI projects to fall behind. ### Lack of Talent The AI talent gap leaves projects struggling to scale and reach production. # OUR SOLUTION ## What if you had... ... the ex-CTO of IBM, ... ... the ex-CTO of Crunchyroll, ... ... a Stargate AI Consultant, ... ... an AWS Deep Learning GM, ... ... an Ex CTO of Google, ... ... and their team on speed-dial? With Swarm, you gain access to elite teams who've built AI Centers of Excellence for Fortune 100 companies. ### From AI Roadmap to Enterprise Deployment Our end-to-end teams manage the full AI lifecycle: strategy, data, modeling, infra, MLOps, and production-grade delivery. ### LEARN We'll help you scope the right AI use cases. - Deep dive into your technical challenges and talent gaps - Educate your business units with GenAI workshops - Consult with domain experts – your first call is free ### DESIGN We’ll design and set up your AI architecture. - Collaborate with global AI solution architects - Craft a customized AI roadmap - Set up and optimize your team ### IMPLEMENT We'll execute your AI POC and beyond. - Get hands-on technical management by global AI engineers - Launch your project with full confidence - Productize your GenAI systems # INDUSTRIES ## We boast AI expertise in every domain. - **Finance:** Optimize your investment strategies, enhance fraud detection, improve risk assessment, and streamline KYC processes. - **Healthcare:** Optimize medical imaging analysis, streamline patient care, enhance clinical trial matching, enable virtual health consultations, and automate insurance claims processing. - **Energy:** Automate energy trading, reduce carbon emissions, and enhance your forecasting for renewable energy. - **Climate:** Optimize resource management, monitor biodiversity loss, and start tracking ecosystem changes in real time. - **Staffing & Recruitment:** Enhance talent acquisition, optimize your recruitment processes, improve candidate matching. - **Legal:** Streamline compliance management, reduce regulatory risks, and improve document management. ## USE CASES ### Enterprise Search & Knowledge Retrieval Uncover critical insights with enterprise-grade AI search tools that empower technical and non-technical stakeholders. ### Multi-modal Analysis (Image, Audio, Video) Extract insights from diverse data formats to enhance operational efficiency. ### Customer Support & Chatbots Drive customer satisfaction with AI-powered chatbots that offer real-time responses and reduced resolution times. ### Document and Content Generation Automate the creation of content–from reports to personalized communications–with guaranteed consistency and speed. ### Product & Developer Productivity Boost developer productivity with AI-driven tools that accelerate coding, automate testing, and streamline deployment. ### Custom Builds Create bespoke AI solutions tailored to your enterprise’s unique objectives and challenges. # GLOBAL COVERAGE Swarm operates in APAC, EMEA, and the Americas—building and shipping GenAI systems across every region.