# You build the AI. We help build the business. > Websites, go-to-market, acquisition, integrations and commercial reporting for AI companies with a working product. No model development. Canonical page: https://webvelopment.co.za/industry-solutions/ai-companies/ Language: en Industry solution · AI companies A capable AI product still needs a clear explanation, a credible website, a useful next step and a commercial process that works after someone clicks. We build those parts of the business around your product, from the first product page to the systems that record a demo, an activated account or a paying customer. [Discuss your AI-company project](https://webvelopment.co.za/contact/) We work around your product, not in place of the team that builds it. Model development, training, inference operations and responsibility for AI outputs stay with you. Everything between your product and your revenue is where we come in. [Discuss your commercial infrastructure](https://webvelopment.co.za/contact/) or [explore the full-stack programme](https://webvelopment.co.za/industry-solutions/ai-companies/full-stack/). ## A strong product shouldn’t depend on a disconnected buying journey ![Two colleagues reviewing information together on a laptop.](https://webvelopment.co.za/images/lifestyle/client-review-1400.webp) Illustrative photography · [Vitaly Gariev / Unsplash](https://unsplash.com/photos/two-businessmen-collaborating-on-a-laptop-in-an-office-_SnMtRaNdI4) Perhaps your engineers can demo the product brilliantly, but the website can’t explain why a buyer should care. Perhaps campaigns produce signups that arrive without context. Perhaps you know how many people start a trial, but not which organisations activate, pay or are worth the inference bill. Those are different problems. More content or a bigger ad budget won’t fix all of them. The useful starting point is the next commercial decision, the evidence it needs and the part of the journey that’s blocking progress. We connect strategy, content, experience and implementation so every stage has a purpose, an owner and a measurable outcome. The aim isn’t to make your business look more like an AI company. It’s to make your actual product easier to understand, evaluate and buy. ## Built for teams with something real to take to market **B2B AI SaaS companies.** Explain the product to the people who use it, the people who buy it and the people who approve it. Connect demo or trial journeys to sales, product and subscription outcomes. **Vertical AI businesses.** Turn product capability into a specific industry workflow. Show the task, the user, the inputs, the limitations and the next step, without generic promises about transformation. **AI APIs and developer tools.** Give developers a usable route from product explanation to documentation and a first successful call. Technical examples are reviewed by your engineers. **AI consultancies and implementation partners.** Clarify the services you really deliver, show relevant work and create a credible route from interest to a qualified conversation. A working product, a commercial owner and access to the right reviewers matter more than a particular funding stage. We aren’t a model lab or a replacement for your engineering team. ## Where AI companies usually lose momentum The gaps we see most often sit between teams and systems: - **Between product and page.** The homepage says “AI-powered platform” and nothing a buyer could repeat to their boss. - **Between page and next step.** One “Get started” button serves a self-serve developer and an enterprise buyer who needs a security review. - **Between signup and sales.** Trials arrive in the CRM without the company, use case or source, so nobody knows which to call. - **Between activation and billing.** Product analytics counts users; billing counts subscriptions; the board deck counts whichever looks better. - **Between acquisition cost and delivery cost.** CAC is reported without the compute, support and payment costs that decide whether a customer is worth having. Each needs a different fix. Finding out which one is costing you most is the most valuable first step. ## Seven capabilities, connected around your priorities Start with the full-stack programme if you want the whole journey planned and run as one system. Otherwise, each capability answers a different buying decision, with its own deliverables, exclusions and acceptance tests. [AI companies · Full-Stack Programme ### Full-Stack Programme One commercial journey. Clear responsibilities at every handover.](https://webvelopment.co.za/industry-solutions/ai-companies/full-stack/)[AI companies · Strategy & Go-to-Market ### Strategy & Go-to-Market Turn a capable product into a commercial plan people can act on.](https://webvelopment.co.za/industry-solutions/ai-companies/go-to-market/)[AI companies · Websites & Product Marketing ### Websites & Product Marketing Build a product website that helps the right people understand what to do next.](https://webvelopment.co.za/industry-solutions/ai-companies/website-development/)[AI companies · SEO & Content ### SEO & Content Build discovery around the problems your product solves.](https://webvelopment.co.za/industry-solutions/ai-companies/seo/)[AI companies · Paid Acquisition ### Paid Acquisition Use paid media to test a commercial hypothesis, not just buy activity.](https://webvelopment.co.za/industry-solutions/ai-companies/paid-media/)[AI companies · Design & Creative ### Design & Creative Make the product understandable before making it impressive.](https://webvelopment.co.za/industry-solutions/ai-companies/product-design/)[AI companies · Web Development & Integrations ### Web Development & Integrations Connect the business systems around the product without confusing them with the product itself.](https://webvelopment.co.za/industry-solutions/ai-companies/integrations/)[AI companies · Data & Revenue Operations ### Data & Revenue Operations Make the commercial numbers agree before asking them to guide growth.](https://webvelopment.co.za/industry-solutions/ai-companies/revenue-operations/) ## Start with a bounded project **Launch Website** is a sensible start when the product is ready but the public buying experience isn’t. It covers positioning, a defined set of pages, the conversion journey, technical build and handover. **Campaign-to-CRM Sprint** closes the gap between interest and follow-up: capture, validation, assignment, stage definitions and a reliable view of what happened next. **Technical Search Foundation** establishes what should be discoverable, what currently prevents it and which pages deserve priority, including how answer engines and AI agents read the site. These are starting points for a scoped engagement, not fixed bundles of unlimited work. Larger acquisition, content, lifecycle and integration programmes follow once the foundations and responsibilities are clear. ## Measure the outcome your business actually needs A visitor isn’t a trial. A trial isn’t an activated account. A booked demo isn’t an attended conversation. An opportunity isn’t collected revenue. The right measurement depends on how the product is sold. A sales-led business needs a reliable route from enquiry to attended demo and accepted opportunity. A product-led business needs to understand activation and payment. A developer tool needs to tell an API key apart from production use by an organisation. We help define those stages and connect the systems behind them. For an AI product, delivery costs don’t disappear just because the dashboard calls the business SaaS. [Try the acquisition calculator](https://webvelopment.co.za/tools/ai-saas-acquisition-calculator/) or [read the acquisition-cost guide](https://webvelopment.co.za/insights/digital-marketing/ai-saas-customer-acquisition-cost/). ## Relevant work, with the right context We haven’t relabelled automotive or financial-services work as AI case studies. What we can show is the capability your growth depends on, applied in demanding sectors: - **AI-assisted delivery.** We built [Nero Studio](https://webvelopment.co.za/work/nero-studio/) from catalogue PDF to tested website in a few hours with Claude Code and ChatGPT, and we still understand every line of it. [Here’s how](https://webvelopment.co.za/insights/websites/ai-assisted-website-build-claude-chatgpt/). - **AI-ready discovery.** Our own site publishes clean Markdown of every page, an `llms.txt` index and browser tools that AI agents can use to search our content and prepare an estimate for human review. - **Connected platforms.** The [Digicars Group platform](https://webvelopment.co.za/work/digicars-group-platform/) runs 17 dealer websites with shared stock feeds, lead routing and reporting. - **Integrations.** Salesforce, Zoho, Leadtrekker, Basecloud, Shopify, Sage, PayFast, TransUnion and the OpenAI API, among others. - **Acquisition at scale.** Around R5 million a month in managed advertising spend. - **Our own systems.** Clienthub, our in-house billing, CRM and project platform, refined for 13 years. ## A clear boundary around the work We build commercial, digital and customer-facing infrastructure. We don’t train models, operate inference infrastructure, certify AI safety or guarantee product outputs. Your team stays responsible for product truth, engineering decisions and technical approval. Where work involves specialised security, legal requirements, platform accreditation or deep technical writing, the right reviewer or specialist is part of the scope from the start. ## Practical guides for the decisions ahead **Plan the launch.** [How to market an AI startup](https://webvelopment.co.za/insights/digital-marketing/how-to-market-an-ai-startup/) is a practical go-to-market guide for teams with a working product. **Build the buying experience.** [AI SaaS website design](https://webvelopment.co.za/insights/digital-marketing/ai-saas-website-design/) covers pages, proof and conversion. **Get found by the right buyers.** [SEO for AI SaaS companies](https://webvelopment.co.za/insights/digital-marketing/seo-for-ai-saas-companies/) builds discovery around buyer decisions, including AI search. **Know what a customer costs.** [AI SaaS customer acquisition cost](https://webvelopment.co.za/insights/digital-marketing/ai-saas-customer-acquisition-cost/) separates acquisition, delivery and contribution. **Check your own site.** The [website scorecard](https://webvelopment.co.za/tools/ai-saas-website-scorecard/) is a self-assessment, not an automated crawl, that shows which decisions have evidence behind them. ## How an engagement starts - **A conversation.** You tell us what the product does, who it serves and where the commercial journey breaks. - **A scoping decision.** A bounded project, a wider programme, a readiness task first, or an honest “not a fit”. - **Discovery.** We review the product, website, accounts, systems and definitions that the scope touches. - **A proposal.** Scope, responsibilities, exclusions, reviewers, timeline and commercial terms, in writing. - **Delivery.** Each deliverable has an owner and an acceptance test, and changes are logged. We work across time zones on video calls and can operate fully white-label behind your agency or product team. ## Common questions A few useful answers before you decide. ### Do you build the AI product itself? Not under this offering. Public websites, customer-facing interfaces and integrations can be scoped around an existing product. Model development, evaluation and operations stay with your product and engineering team. ### Can we begin with one service? Yes. A focused website, search or integration project can build a useful foundation without committing to a full outsourced growth programme. ### Do you guarantee customers or AI-search visibility? No. We agree deliverables, responsibilities, measurement and a testing approach. Demand, adoption, sales and inclusion in search or AI answers can’t be guaranteed by any website or agency. ### Is this only for South African companies? No. We work with AI businesses internationally, as well as in South Africa. Country-specific procurement, privacy, payment and regulatory questions are addressed in the scope rather than assumed away. ### Do you use AI in your own work? Extensively, and deliberately. AI speeds up building, testing and content production; people make the strategic calls and review everything that ships. Our [Nero Studio build story](https://webvelopment.co.za/insights/websites/ai-assisted-website-build-claude-chatgpt/) shows how that works in practice. ### How is this different from your general services? Our general services describe our work across industries. This solution applies them to the specific journey, metrics and economics of an AI company, such as activation, usage-based revenue and inference costs. ## Build the next part of the business deliberately Tell us what the product does, who it serves and where the commercial journey breaks today. We’ll use that to define the work, the dependencies and what success should look like. [Discuss your AI-company project](https://webvelopment.co.za/contact/) or return to [Industry Solutions](https://webvelopment.co.za/industry-solutions/). Keep exploring ## Keep the right things connected. [Digital marketing insights ### How to market an AI startup: a practical go-to-market guide Build a practical AI startup marketing plan around the buyer, product evidence, website, acquisition motion, handovers and commercial measurement.](https://webvelopment.co.za/insights/digital-marketing/how-to-market-an-ai-startup/)[Digital marketing insights ### AI SaaS website design: what a useful buying experience needs Plan an AI SaaS website around buyer questions, product truth, conversion routes, technical boundaries and measurable acceptance criteria.](https://webvelopment.co.za/insights/digital-marketing/ai-saas-website-design/)[Digital marketing insights ### SEO for AI SaaS companies: build discovery around buyer decisions Prioritise technical SEO, use-case content, integration pages and credible proof for AI SaaS, while measuring search and AI referrals separately.](https://webvelopment.co.za/insights/digital-marketing/seo-for-ai-saas-companies/)[Digital marketing insights ### AI SaaS customer acquisition cost: the formula is only the beginning Calculate media, marketing and fully loaded CAC for AI SaaS, then separate recurring revenue, usage, delivery costs and cohort payback.](https://webvelopment.co.za/insights/digital-marketing/ai-saas-customer-acquisition-cost/)[Planning tool · AI companies ### AI SaaS acquisition and contribution calculator Explore sales-led, product-led and developer-led acquisition assumptions, with separate CAC definitions, delivery costs and retained-cohort recovery.](https://webvelopment.co.za/tools/ai-saas-acquisition-calculator/)[Planning tool · AI companies ### AI SaaS website self-assessment Assess positioning, conversion, search foundations, proof, experience and measurement. A manual scorecard, not an automated crawl or certification.](https://webvelopment.co.za/tools/ai-saas-website-scorecard/) Let’s move things forward ## Start a conversation Tell us what you are working towards. We’ll help you find a practical next step. [Discuss your AI-company project](https://webvelopment.co.za/contact/)