--- title: "AI App Development Cost: Costs by Level | Nexum" description: "AI app development cost by level, from prototype to enterprise platform, what moves the price, what it costs after launch and how we quote one fixed price." url: https://nexumautomations.com/pricing/ai-app-development-cost updated: 2026-10-31 publisher: Nexum Automations, an AI consulting firm --- > Nexum Automations is an AI consulting firm that builds what it recommends. It finds where AI pays off in a company, builds it on the tools the team already uses and stays until it is live and working. Pricing # AI app development cost, by level Scope sets the price. AI app development cost depends on the level: prototype, basic app or enterprise platform. Uvik Software's 2026 estimate puts most AI projects between $20,000 and $250,000\. Guides disagree, so read ranges by level. 30 minutes. You leave knowing which 3 processes to automate first and what they cost you today. Trusted by companies worldwide **14-21 days** to your first live system **600+** processes automated **100+** hours returned to client teams every month Results ## Built, live and measured. Five industries, same approach: start with the process that costs the most, then measure what changes. 1. Government contracting ### Proposals cut from 60 hours to under one. A federal contractor bidding on $10M+ contracts could only submit 3-4 proposals a quarter, because each one took about 60 hours to assemble by hand. We built an AI workflow that pulls past performance, checks compliance and formats to spec, so the team now submits 12+ a quarter. **<1 h** per proposal, down from \~60 **3x** proposal capacity **+23%** win rate 2. SaaS / Software ### 85% of support tickets resolved by AI. A SaaS company with 50,000+ users had its best agents answering the same questions all day, and customers waited two hours for a reply. We built an AI assistant trained on their past tickets that answers instantly and hands complex cases to a person with full context. **1,200+** agent hours back every month **<5 s** first response, down from 2 h **+45%** customer satisfaction 3. Insurance ### Claims processed 75% faster. A regional insurer's adjusters spent 70% of their time on routine claims, so every claim took 15 days. We built an AI that reads the documents and photos, checks the policy and recommends a decision, so adjusters only handle the complex cases. **600+** hours back every month **99.5%** decision accuracy **+30%** capacity, no new hires 4. E-commerce / D2C ### Every lead contacted in under 20 seconds. A home goods brand spending $40K a month on ads took 6-12 hours to reply to new leads, so many bought elsewhere. We built an AI system that replies by SMS, email or voice call within 20 seconds, day or night. **+34%** conversion rate **−28%** customer acquisition cost **100%** of leads contacted 5. Legal services ### Manual invoice entry eliminated. A boutique law firm's paralegals spent a quarter of their time retyping invoices, so billing ran late. We built an AI assistant that reads every invoice, matches it to the right case in Clio and syncs it to QuickBooks. **40+** hours back every month **99.8%** data accuracy **50%** faster billing cycle [See all case studies](https://nexumautomations.com/case-studies) Our data ## What buyers see in this search The first page of Google for "ai app development cost", counted by type of result. | | Results | | ---------------------------------------------------- | --------------------------------------- | | Articles by companies that sell a product or service | 7 of 8 | | Forums and Q&A threads | 1 of 8 | | Titles that answer this exact search | 5 of 8 | | Google features on the page | An AI Overview, People also ask, videos | The 8 organic results on the first page of Google, United States, desktop, measured with DataForSEO on October 29, 2026\. Types only: no company or product is named. The problem ## Why app quotes cannot be compared $20K-$250K The range Uvik Software gives for most AI development projects in 2026. $10K-$30K What one guide says a basic chatbot or sentiment tool might cost. $75K-$500K+ What another guide states for AI chatbots with advanced language processing and integrations. [Uvik Software, 2026 ↗](https://uvik.net/blog/ai-development-cost/) The word app covers a weekend prototype and a platform that runs a department. A quote for one says nothing about the other, so two vendors can be far apart and both be honest. * One number for "an AI app" with no level named. The scope states whether you need a prototype, a working tool or a full platform. * A build price that ignores usage, hosting and upkeep. The quote lists what the app costs to run after launch, beside the build price. * Integrations and data work show up as extras later. The systems and data the app touches are written into the proposal. * No way to tell if the tool will earn back what it costs. The quote is tied to a process whose hours and dollars we measure. Compare quotes level against level. What moves the price ## Six things set the price Three parts below reach beyond the table: the AI feature, the data and the integrations. They change cost more than screen count does. See \[custom AI development\](/services/custom-ai-development) for how we scope them. | | Lower cost | Higher cost | | -------------- | -------------------------------------------------- | -------------------------------------------- | | The AI feature | One narrow task, such as answering from a document | Several features that reason, decide and act | | Data | Clean files you already hold | Scattered, messy or restricted data | | Integrations | One tool with a simple connection | Several systems, some with no connection | | Web or mobile | A web tool for your team | Web and mobile with their own design | | Compliance | Internal use with light rules | Regulated data and audit needs | | Who builds it | A small specialist team | A large firm or an in-house team | After the free diagnosis call, every project receives a single fixed price. What you get ## What a quote covers * A written fixed-price proposal that sets the exact scope and timeline before work begins * Your process mapped, with the hours and dollars it costs you today * A build on the tools you already use: your CRM, email, phone, Slack and accounting tools * Full testing before launch: nothing goes live until it runs without errors * Training for your team and documentation they can follow * Everything we build is yours from day one: code, accounts, prompts and data * Optional support, month to month, that keeps the system running and adds the next process How it works ## The Payback Loop. Five steps. Each build pays for the next. We don't start with the AI. We start with the money. One team of AI automation specialists runs all five 1. ### Map Consulting First, we find the manual work in your company and how many hours each task eats every week. Process map 2. ### Rank Consulting Each process gets a dollar figure and a rank by payback. You see what to automate first, and what to leave alone. AI roadmap, ranked by payback 3. ### Build Implementation We build the first system on the tools you already use. Nothing new for your team to learn. A working system 4. ### Prove Implementation Every system is tested end to end before launch. It doesn't go live until it works without errors. Tested, system live 5. ### Repeat Support The first build pays back fastest, so its savings fund the next one. Back to the map, and we keep every system running. Monthly support (optional) ↺ Back to Map Consultancies stop at the roadmap. Freelancers build without one. The loop only works when one team runs all five. You approve each step; we do the work. FAQ ## Questions about AI app cost. * ### How much does it cost to develop an AI app? Guides give wide ranges. For most AI projects, Uvik Software's 2026 estimate runs $20,000 to $250,000\. Your own cost depends on the level: a prototype sits at the bottom, a platform at the top, and scope decides the rest. The broader [AI development cost](https://nexumautomations.com/pricing/ai-development-cost) page covers custom AI in general. * ### How much does it cost to build an AI app for a business? A narrow tool, such as one that answers questions from your documents, costs far less than a platform wired into many systems. One guide puts a basic chatbot or sentiment tool at $10,000 to $30,000, while another lists advanced chatbots at $75,000 to $500,000 or more. * ### Why do AI app cost guides disagree so much? Each guide defines the app differently. Some price a small [proof of concept](https://nexumautomations.com/how-to/run-an-ai-proof-of-concept), others a full platform with compliance and integrations. A range with no stated level, data or systems behind it cannot be compared with another. * ### What does an AI app cost after launch? Appzoro notes that language model usage fees, vector database fees and inference infrastructure grow with use. Add hosting, monitoring and upkeep, and ongoing cost can matter as much as the build. See [AI implementation cost](https://nexumautomations.com/pricing/ai-implementation-cost). * ### How much does it cost to develop AI software for a regulated industry? Regulated fields cost more. Digital Fractal says implementation in healthcare and finance can rise by 25% to 40% because of regulatory and data requirements. Ask for those items to be priced in the original quote. * ### Can I build my own AI app for free? You can prototype with free or low-cost tools. Real use is harder: a prototype often struggles with your own data, your other systems and unexpected errors. Going live adds integration, testing and monitoring. Most of the extra cost sits there. * ### Is it cheaper to hire developers or an agency? Hiring carries its own cost. The Bureau of Labor Statistics reports a median software developer wage of $135,980 in May 2025, before benefits and tooling. An agency quotes a project instead. Our [hire engineers vs agency](https://nexumautomations.com/compare/hire-ai-engineers-vs-agency) comparison goes deeper. * ### What should I check in an AI app quote before signing? Five checks help. Is the price fixed or open-ended? Which level does the quote cover? Which systems and data does it connect? What does running it cost after launch? Who owns the code and data? Clear answers to all five make quotes comparable. --- Source: https://nexumautomations.com/pricing/ai-app-development-cost Free AI diagnosis (30-minute call): https://nexumautomations.com/#book - Services: https://nexumautomations.com/services - Guides: https://nexumautomations.com/guides