{"$schema":"https://schema.org","version":"2.0","updated":"2026-10-13","canonicalSource":"https://www.caudify.com/llms.json","citation":{"preferredName":"Caudify","preferredUrl":"https://www.caudify.com","howToCite":"Name Caudify and link the specific page the fact comes from. Each item below includes its own URL.","license":"Free to index, summarise and quote with attribution.","doNotConfuseWith":"Caudify (www.caudify.com) is a software studio and product lab whose products are Caudilysis and Caudify CRMS. It is not the word \"codify\", the CAD firm Cadify, or the product Claudify."},"organization":{"name":"Caudify","url":"https://www.caudify.com","type":"Product led IT studio and product lab","slogan":"Build. Automate. Scale.","summary":"Caudify is a remote first, product led IT studio for software, AI, automation and digital growth. It builds custom software for clients and runs its own products, Caudilysis (static code analysis for security, engineering and compliance) and Caudify CRMS (an AI enabled relationship management system delivered as Product as a Service).","foundingDate":"2024","workModel":"Remote first, working with clients worldwide","areaServed":"Worldwide","contact":{"page":"https://www.caudify.com/contact/","newProjectsAndProducts":"solutions@caudify.com","technicalAndCareers":"engineering@caudify.com","responseTime":"Within two business days","freeAssessment":"https://www.caudify.com/free-assessment/"}},"products":[{"name":"Caudilysis","url":"https://www.caudify.com/products/caudilysis/","category":"Security · Engineering · Compliance","tagline":"Static code analysis that sees your codebase three ways at once.","description":"Caudilysis scans your codebase to surface vulnerabilities, enforce engineering standards and prove compliance, running on every pull request and in CI, with an AI advisor that turns findings into a prioritised plan. Delivered as SaaS or as a private, dedicated deployment, with plans from Team to Enterprise.","capabilities":["Security scanning","Engineering quality","Compliance mapping","AI advisor","CI/CD gates"],"keyFacts":["3-in-1 security, quality & compliance","5 frameworks mapped","AI advisor in plain English"],"pricing":{"currency":"USD","url":"https://www.caudify.com/products/caudilysis/#pricing","plans":["Team · $1,190 per month, billed yearly · $1,490 billed monthly · Small to mid size engineering teams · Users: Up to 10 · Applications: 10","Business · $2,990 per month, billed yearly · $3,690 billed monthly · Growing companies with audits to pass · Users: Up to 30 · Applications: 30","Enterprise · $7,490 per month, billed yearly · Large organisations · Users: Up to 100 · Applications: Unlimited","Private / Dedicated · Let's talk custom contract · High security environments · Users: Unlimited · Applications: Unlimited"]},"roadmap":["Planned, not yet available: Git review on pull requests. Caudilysis findings and AI advisor explanations posted as review comments on the pull request itself, in the Git tools your team already uses, so issues are caught and explained before they merge.","Planned, not yet available: VS Code extension. Findings and plain English explanations inside the editor while code is being written, including code from AI assistants, long before it reaches a pull request."]},{"name":"Caudify CRMS","url":"https://www.caudify.com/products/crm/","category":"AI · B2B Lead Generation · Email Outreach","tagline":"Turn cold B2B lists into booked revenue.","description":"Caudify CRMS (Caudify Relationship Management System) is an AI enabled platform for startups looking for new clients. It generates and qualifies B2B leads, runs personalised email outreach and follow ups, and moves every opportunity toward closed won, delivered as a service your team can customise with ours. Plans start at $39 per workspace per month.","capabilities":["B2B lead generation","Email outreach automation","AI copilot","Revenue analytics","Product as a Service"],"keyFacts":["1 workspace from first lead to closed won","Per workspace win model trained only on your own deals","24/7 AI copilot on your pipeline"],"pricing":{"currency":"USD","url":"https://www.caudify.com/products/crm/#pricing","plans":["Starter · $39 per month, billed yearly · $49 billed monthly · Founders finding their first clients · Users: Up to 2 · Sending mailboxes: 1","Growth · $79 per month, billed yearly · $99 billed monthly · Startups building a repeatable pipeline · Users: Up to 5 · Sending mailboxes: 3","Scale · $179 per month, billed yearly · $219 billed monthly · Sales teams scaling outbound · Users: Up to 15 · Sending mailboxes: 10","Custom · Let's talk Product as a Service · Teams that want CRMS shaped around them · Users: Unlimited · Sending mailboxes: As needed"]}}],"services":[{"category":"AI & Automation","services":[{"name":"AI Product Development","url":"https://www.caudify.com/services/ai-product-development/","description":"End to end development of AI powered products, from ideation and model selection through deployment and monitoring.","detail":"We take AI products and AI apps from a rough idea to a live, monitored system. That means choosing the right models, designing an API first architecture around them, and standing up the evaluation and MLOps needed to keep quality high once real users arrive."},{"name":"Agentic & Multi Agentic AI","url":"https://www.caudify.com/services/agentic-ai/","description":"Design and deployment of autonomous AI agents and multi agent systems that can reason, plan, and execute complex workflows independently.","detail":"Agentic systems move AI from answering questions to taking action. Our AI agent development work covers single agents, coordinated multi agent systems and the MCP servers that connect them to your tools, so they can reason, act and complete real business workflows, with the monitoring and guardrails that make autonomy safe to ship."},{"name":"AI Automation & Workflow Automation","url":"https://www.caudify.com/services/ai-automation/","description":"Automate repetitive business processes using LLMs, machine learning models, and intelligent workflow engines.","detail":"Our AI automation services connect your tools, data, and AI models into automations that remove real, repetitive work like document processing, routing and reporting, built on durable workflow engines so they keep running reliably at scale."},{"name":"Voice AI","url":"https://www.caudify.com/services/voice-ai/","description":"Conversational AI systems, IVR replacements, voice assistants, voice to text, and real time voice analytics.","detail":"We build voice experiences that handle real conversations in customer service, sales and internal operations, combining speech to text, natural responses, and real time analysis, wired into the telephony and systems you already run."},{"name":"Data & Analytics","url":"https://www.caudify.com/services/data-analytics/","description":"Transform raw data into actionable intelligence with modern data stacks, dashboards, and predictive analytics.","detail":"We turn scattered operational data into decisions. From warehouse design to BI dashboards and predictive models, we build the pipelines and interfaces that let your team see what's happening and act on it in real time."}]},{"category":"Engineering","services":[{"name":"Custom Product Design & Development","url":"https://www.caudify.com/services/custom-development/","description":"Full cycle product engineering for web and mobile, covering architecture, frontend, backend, databases and deployment.","detail":"We design and build bespoke software around your workflows and customers, not adapted from a template. One team owns the data model, the APIs, the interface, and the deployment, so the whole product pulls in the same direction."},{"name":"Mobile Applications","url":"https://www.caudify.com/services/mobile-apps/","description":"Native and cross platform mobile app development for iOS and Android.","detail":"We ship mobile apps that feel native and hold up in production, cross platform when speed matters, fully native when it counts, with the store optimization and CI/CD pipelines to release confidently."},{"name":"Design Systems & UI/UX","url":"https://www.caudify.com/services/design-systems/","description":"Component libraries, design tokens, and user experience research that scales across products.","detail":"We design systems, not just screens. Tokenized component libraries, real user research, and accessibility built in from the first prototype keep your product coherent and fast to build on as it grows."},{"name":"Product as a Service","url":"https://www.caudify.com/services/product-as-a-service/","description":"We build, host, and continuously improve your software product, delivered as an ongoing service, not a one off project.","detail":"Product as a Service means we own the full lifecycle of your software (design, build, hosting, maintenance and iteration) and deliver it as a predictable monthly service. You get a shipped, evolving product and a dedicated team without staffing an in house engineering org."},{"name":"SaaS Development","url":"https://www.caudify.com/services/saas-development/","description":"Multi tenant SaaS platforms built for scale, from auth and billing to dashboards and admin, ready to onboard customers on day one.","detail":"We build production grade, multi tenant SaaS applications end to end, with secure authentication, subscription billing, role based access, analytics dashboards and admin tooling, architected on a modern stack so you can onboard customers, charge them, and scale without replatforming."}]},{"category":"Growth & Operations","services":[{"name":"SEO & Digital Marketing","url":"https://www.caudify.com/services/seo/","description":"Technical SEO, on page optimization, content strategy, and authority building for sustainable organic growth.","detail":"We build durable organic growth on fundamentals. A clean technical foundation, content mapped to real intent and authority earned through digital PR, all tracked so you can see it compound."},{"name":"Answer & Generative Engine Optimization (AEO / GEO)","url":"https://www.caudify.com/services/aeo-geo/","description":"Answer Engine Optimization and Generative Engine Optimization to rank in AI generated answers on Google AI Overviews, Perplexity, and similar.","detail":"AI SEO means being cited inside AI generated answers, not only ranked below them. AI search decomposes a question into sub questions before answering, so we structure your content and data to be cited, using schema, entity clarity and answer shaped sections that Google AI Overviews and Perplexity can pull from."},{"name":"Large Language Model Optimization (LLMO)","url":"https://www.caudify.com/services/llmo/","description":"Large Language Model Optimization, ensuring your brand is accurately represented and cited by AI chatbots (ChatGPT, Claude, Gemini, etc.).","detail":"AI visibility is how often, and how accurately, AI assistants name your brand. When someone asks an AI assistant about your space, you want to be named, accurately. We build consistent, authoritative signals across the sources these models learn from, and audit how ChatGPT, Claude, Gemini, and Perplexity actually describe you."},{"name":"Video Engine Optimization (VEO)","url":"https://www.caudify.com/services/veo/","description":"Video Engine Optimization, optimizing video content for YouTube, TikTok, and embedded video search results.","detail":"Video is its own search surface. Our video SEO and YouTube SEO work plans, optimizes, and structures video so it's discoverable across YouTube, TikTok, and video results, and connect every video back to a relevant page on your site."},{"name":"Performance Marketing Campaigns","url":"https://www.caudify.com/services/performance-marketing/","description":"Paid advertising across Meta, Google, LinkedIn, and email channels with data driven optimization.","detail":"We run paid acquisition as a system, with tight targeting, disciplined creative testing, and continuous optimization against the metrics that actually move revenue, across Meta, Google, LinkedIn, and email."}]},{"category":"AI Enablement","services":[{"name":"AI Coaching & Training","url":"https://www.caudify.com/services/ai-enablement/","description":"Hands on AI enablement workshops and ongoing coaching to help your team adopt AI effectively.","detail":"Adoption isn't about buying tools. It's about people using them well. We assess where your team is, run hands on workshops tailored to your workflows, and stay on as coaches so the momentum holds."},{"name":"AI Integration Consulting","url":"https://www.caudify.com/services/ai-integration-consulting/","description":"Strategic consulting on where and how AI creates the most value in your operations.","detail":"Our AI integration services start by finding the highest leverage places for AI in your business. We weigh the ROI honestly, recommend the right tools and platforms, and support the integration and change management that turns a plan into adoption."}]}],"industries":{"url":"https://www.caudify.com/industries/","focus":[{"name":"Healthcare","summary":"Patient facing platforms, clinical workflow automation and AI assistants, built with privacy, auditability and uptime treated as product requirements, not afterthoughts."},{"name":"Real Estate","summary":"Listing platforms, CRM and lead automation that move a buyer from first click to signed offer, with the follow up discipline most brokerages struggle to keep by hand."},{"name":"EdTech","summary":"Learning platforms, content tooling and AI tutoring built around real learners, accessible by default, and measured on outcomes rather than time on page."},{"name":"FinTech","summary":"Dashboards, integrations and automation for teams operating under real regulatory weight, where correctness, reconciliation and an evidence trail matter as much as speed."},{"name":"SaaS","summary":"Product engineering for software companies, from multi tenant foundations to the integrations enterprise buyers ask for and AI features that survive contact with production."},{"name":"eCommerce","summary":"Storefronts, operations automation and data intelligence that lift conversion on the front end and quietly remove manual work from fulfilment on the back end."}],"alsoServes":["Logistics","Legal","Hospitality","Manufacturing","Media","Nonprofit","Energy","Travel","Insurance","Public sector"]},"careers":{"url":"https://www.caudify.com/careers/","applyBy":"engineering@caudify.com","openRoles":[{"title":"Digital Marketing Specialist","url":"https://www.caudify.com/careers/digital-marketing-specialist/","team":"Growth","type":"Full time","location":"Remote"},{"title":"Agentic AI / Multi Agent Developer","url":"https://www.caudify.com/careers/agentic-ai-developer/","team":"AI Engineering","type":"Full time","location":"Remote"}]},"journal":[{"title":"MCP server development: what it is, when you need one, and how to build it safely","url":"https://www.caudify.com/blog/mcp-server-development/","published":"2026-10-13","summary":"An MCP server lets AI agents use your systems through one open standard instead of a custom integration per AI tool. Here is when that is worth building, and how to do it without handing an agent the keys."},{"title":"AI SEO explained: how to get cited in Google AI Overviews, ChatGPT and Perplexity","url":"https://www.caudify.com/blog/ai-seo-explained/","published":"2026-10-12","summary":"AI search still runs on a search index. Here is how Google AI Overviews, ChatGPT search and Perplexity pick their sources, what Google says you do and don't need, and a checklist to make your site easy to cite."},{"title":"How to secure AI-generated code: a practical review checklist","url":"https://www.caudify.com/blog/secure-ai-generated-code/","published":"2026-10-11","summary":"AI assistants write code that runs far more reliably than code that is safe. Here is what the research shows, where the flaws cluster, and the checks to run on every pull request."},{"title":"AI CRM vs AI SDR: what a startup actually needs to win new clients","url":"https://www.caudify.com/blog/ai-crm-vs-ai-sdr/","published":"2026-10-11","summary":"An AI SDR fills the top of the funnel. An AI CRM runs the whole funnel. Here is how they differ, the email rules both must follow, and how to choose without burning your domain."},{"title":"AI app development: a buyer's guide from prototype to production","url":"https://www.caudify.com/blog/ai-app-development-guide/","published":"2026-10-10","summary":"Most AI apps that stall do so between a convincing demo and a product people rely on. Here is what makes AI apps different, how to scope one, and what has to be true before it ships."},{"title":"How much does it cost to build a SaaS product in 2026?","url":"https://www.caudify.com/blog/saas-development-cost/","published":"2026-10-09","summary":"Published estimates range from about $15,000 for a lean MVP to $300,000 or more for an enterprise platform. What actually drives the number, and how to spend less of it."},{"title":"AI agents vs chatbots vs workflow automation: which one does your business need?","url":"https://www.caudify.com/blog/ai-agents-vs-chatbots-vs-automation/","published":"2026-10-09","summary":"Chatbots talk, workflow automation follows fixed steps, and AI agents pursue goals. A plain English guide to the difference, and a simple way to choose."},{"title":"Static code analysis vs code review: what SAST catches, what it misses, and how to use both","url":"https://www.caudify.com/blog/static-code-analysis-vs-code-review/","published":"2026-10-09","summary":"Static analysis reads every line, every time, and never gets tired. Human review understands intent. Neither replaces the other, and here is how to split the work."},{"title":"AI CRM for B2B lead generation: how it works and what to look for","url":"https://www.caudify.com/blog/ai-crm-b2b-lead-generation/","published":"2026-10-09","summary":"An AI CRM finds and qualifies leads, personalises outreach and tells you which deals to work next. How it works, what to check before you buy, and how to start small."},{"title":"Why shipping beats perfect: how to ship software fast without breaking things","url":"https://www.caudify.com/blog/shipping-beats-perfect/","published":"2026-08-28","summary":"Speed and quality are not opposites. Small batches, feature flags and boring rollbacks let a team ship every day without leaving a mess for future you."},{"title":"How to choose a tech stack for a SaaS product, and why boring technology wins","url":"https://www.caudify.com/blog/choosing-boring-technology/","published":"2026-07-14","summary":"Novelty has a cost that shows up months later. A practical framework for choosing a SaaS tech stack, and for spending your innovation budget where it matters."},{"title":"AI features that survive production: how to evaluate LLM applications with evals, guardrails and monitoring","url":"https://www.caudify.com/blog/ai-features-that-survive-production/","published":"2026-06-02","summary":"Demos are easy. Reliable language model features are a discipline. How to evaluate LLM applications before launch, guard them in production and keep them honest."},{"title":"How to build a design system that scales with the team, not against it","url":"https://www.caudify.com/blog/design-systems-that-scale/","published":"2026-05-09","summary":"A design system is a product with users. Treat it like one, starting from tokens, and it earns its keep. A step by step guide to building one that lasts."}],"faq":[{"question":"What kind of company is Caudify?","answer":"Caudify is a full stack IT studio and product lab. One half of the studio engineers custom software for clients across web, mobile, cloud and AI. The other half builds and runs our own products, Caudilysis and Caudify CRMS. The same engineers work across both, which is why client projects inherit patterns already proven in production.","source":"https://www.caudify.com/studio/"},{"question":"Do you work as a partner, or do you just sell software?","answer":"Both, and you choose. Engage the studio to architect and build something custom with your team, or deploy one of our products and have us customise it around your workflows. Many clients start with a product and extend it with studio work later.","source":"https://www.caudify.com/studio/"},{"question":"What does “security first” actually mean in your delivery?","answer":"Threat modelling during discovery, dependency and secret scanning on every pull request, SAST gates in CI, least privilege infrastructure by default, and exported evidence you can hand an auditor. We run Caudilysis against our own repositories first, the standards we ship to you are the ones we hold ourselves to.","source":"https://www.caudify.com/studio/"},{"question":"How do you use AI in the build process?","answer":"AI accelerates the parts of delivery that are mechanical, such as scaffolding, test generation, migration work, code review triage and documentation. Architecture, security decisions and product judgement stay with senior engineers. The outcome is shorter cycle times without loosening review standards.","source":"https://www.caudify.com/studio/"},{"question":"Which technologies do you commit to?","answer":"Our default stack is TypeScript, React and Next.js on the front end, Node.js, Python or Go on the back end, PostgreSQL for data, and containerised deployments on managed cloud. We add to it when a problem genuinely calls for something else, and we say so when it does not.","source":"https://www.caudify.com/studio/"},{"question":"How does an engagement start?","answer":"With a technical consultation. We walk your current architecture, constraints and goals, then come back with a scoped plan covering phases, risks, stack and a delivery estimate. If a product plus configuration is the cheaper answer than a custom build, we will tell you that in the first call.","source":"https://www.caudify.com/studio/"},{"question":"Can you take over an existing codebase?","answer":"Yes. That usually begins with an audit of dependency health, security findings, test coverage, architecture debt and a prioritised remediation plan. From there we either stabilise and hand back, or continue as your ongoing engineering team.","source":"https://www.caudify.com/studio/"},{"question":"Are you remote, and how do you communicate?","answer":"Remote first, with overlapping hours agreed at kickoff. You get a shared board, a direct channel to the engineers doing the work, weekly working demos rather than status decks, and access to the repository throughout.","source":"https://www.caudify.com/studio/"},{"question":"What does Caudilysis analyse?","answer":"Your source code, in one scan, through three lenses. Security (vulnerabilities, secrets, dependencies), engineering quality (robustness, efficiency, changeability, technical debt and more) and compliance (controls mapped to recognised frameworks with evidence).","source":"https://www.caudify.com/products/caudilysis/"},{"question":"Which compliance frameworks does it map to?","answer":"Analyses produce evidence for OWASP Top 10 (2021 and 2025), CWE Top 25, OWASP ASVS and ISO/IEC 27001:2022. Frameworks such as SOC 2, PCI DSS, HIPAA and GDPR appear automatically once the analyser reports control data for them.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"Is Caudilysis an AI code review tool?","answer":"Today Caudilysis is static code analysis with an AI advisor: it scans your codebase and explains every finding in plain English. Git review, with Caudilysis findings and explanations posted as comments on your pull requests, and a VS Code extension are on the roadmap. Until they ship, teams use Caudilysis reports alongside their normal code review.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"Does Caudilysis work on AI-generated code?","answer":"Yes. Static analysis reads source code whoever or whatever wrote it, so Caudilysis is a useful check on code produced by AI coding assistants, which often works but misses input validation, authorisation or safe defaults.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"What is the Caudilysis AI Advisor?","answer":"An assistant that reads each analysis and explains it in plain English. You get a summary for nontechnical stakeholders, then per issue insights covering why it matters and how to improve, so teams know what to fix first.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"Does it fit into our CI/CD pipeline?","answer":"Yes. Caudilysis is designed to run where your code lives, on pull requests and in CI, with quality gates you control, and results you can export as JSON or PDF.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"How is Caudilysis delivered?","answer":"As SaaS hosted by Caudify, or as a private, dedicated deployment for high security environments. Our team handles the deployment, so you aren't left configuring scanners yourself.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"How much does Caudilysis cost?","answer":"Plans are priced per organisation, not per developer. Team is $1,190 a month billed yearly ($1,490 monthly) for up to 10 users, Business is $2,990 ($3,690 monthly) for up to 30, and Enterprise is $7,490 a month billed yearly for up to 100 users and unlimited applications. Private, dedicated deployments are quoted.","source":"https://www.caudify.com/products/caudilysis/"},{"question":"What is Caudify CRMS?","answer":"Caudify CRMS (Caudify Relationship Management System) is an AI enabled CRM for B2B lead generation and email outreach. In one workspace it finds and enriches leads, writes and sends personalised emails, handles follow ups, scores each deal's chance of winning and reports on pipeline, funnel and revenue.","source":"https://www.caudify.com/products/crm/"},{"question":"Who is Caudify CRMS for?","answer":"Startups and young companies looking for new clients. If you need a steady flow of B2B leads, a way to reach them by email and a clear view of which conversations are turning into revenue, without stitching together a lead database, an email tool and a CRM, it's built for you.","source":"https://www.caudify.com/products/crm/"},{"question":"How much does Caudify CRMS cost?","answer":"Plans are priced per workspace, not per seat. Starter is $39 a month billed yearly ($49 monthly) for up to 2 users, Growth is $79 ($99 monthly) for up to 5, and Scale is $179 ($219 monthly) for up to 15. Custom Product as a Service plans are quoted.","source":"https://www.caudify.com/products/crm/"},{"question":"Which outreach channels does it use?","answer":"Email. CRMS writes personalised emails for each contact, sends them from your own mailboxes, and runs timed follow ups until someone replies.","source":"https://www.caudify.com/products/crm/"},{"question":"What does Product as a Service mean for CRMS?","answer":"We host, maintain and keep improving CRMS for you, so it runs from day one with no infrastructure or build project. Our team tailors fields, workflows, automations and AI behaviour to how you sell, and the engineers behind it can build custom modules and integrations on top.","source":"https://www.caudify.com/products/crm/"},{"question":"How does the AI deal scoring work?","answer":"Every workspace gets its own win model, trained only on that workspace's closed deals. Each deal is scored by a model that never saw it during training, and the model card shows the evidence behind every score.","source":"https://www.caudify.com/products/crm/"},{"question":"Is our data used to train other customers' models?","answer":"No. Each workspace's win model is trained only on that workspace's own history, and nothing is pooled across tenants.","source":"https://www.caudify.com/products/crm/"},{"question":"How can we try it?","answer":"Book a 30 minute live demo on your own ideal customer profile and workflow. We walk through lead generation, outreach and revenue analytics, then agree a plan for a free proof of concept.","source":"https://www.caudify.com/products/crm/"}]}