# Tunovix

> Tunovix is a founder-led AI agent development studio, building AI agents, chatbots, and mobile & web apps for solo founders and small teams — plus WordPress-to-AI-agentic site migrations you manage by chatting with Claude or ChatGPT. Remote-first, operated by SIA Barstation (Latvia, EU).

> Generated 2026-09-14 from this site's own live content — always current as of the last deploy, never a stale export.

## Pages (also available as plain markdown — same URL + ".md", or "/index.md" for the homepage)
- [Homepage](https://tunovix.com/) / https://tunovix.com/index.md: overview of all services — AI agents, mobile apps, chatbots & automation, AI-agentic website migration, web development, ongoing support
- [About](https://tunovix.com/about): who Tunovix is, how the studio operates
- [Our work](https://tunovix.com/work) / https://tunovix.com/work.md: case studies — real shipped projects, with links to live apps
- [Contact](https://tunovix.com/contact) / https://tunovix.com/contact.md: start a project
- [Privacy Policy](https://tunovix.com/privacy) / https://tunovix.com/privacy.md
- [Terms of Service](https://tunovix.com/terms) / https://tunovix.com/terms.md

## Free tools (interactive calculators, no email required)
Index: [Free tools](https://tunovix.com/tools) / https://tunovix.com/tools/index.md
- [AI Agent Cost Calculator](https://tunovix.com/tools/ai-agent-cost-calculator): Estimate the cost of a custom AI agent or chatbot by type, channel, and what it needs to connect to.
- [Website Cost Calculator](https://tunovix.com/tools/website-cost-calculator): Estimate the cost and timeline for a landing page, marketing site, e-commerce store, or web app based on the features you need.
- [App Cost Calculator](https://tunovix.com/tools/app-cost-calculator): Estimate iOS and Android app development cost by complexity and feature set, at a flat hourly rate.
- [Project Timeline Estimator](https://tunovix.com/tools/project-timeline-estimator): See a phase-by-phase timeline breakdown — discovery, design, development, testing, and launch — for your project type and team size.
- [AI Agent ROI Calculator](https://tunovix.com/tools/agent-roi-calculator): See how long a custom AI agent takes to pay for itself, based on the manual task it replaces.
- [Website Speed Calculator](https://tunovix.com/tools/website-speed-calculator): Estimate how much revenue a slow-loading site is costing you each month.
- [WordPress Migration Calculator](https://tunovix.com/tools/wordpress-migration-calculator): Compare staying on WordPress against migrating to a fast, AI-manageable site, over time.
- [MVP Scope Calculator](https://tunovix.com/tools/mvp-scope-calculator): Tell us your budget, see which features actually fit — the reverse of a typical calculator.
- [AI Discoverability Checker](https://tunovix.com/tools/ai-discoverability-checker): Real, live checks of any site's AI-agent discoverability — robots.txt, sitemap, llms.txt, structured data, and agent-discovery docs.
- [WAF Checker](https://tunovix.com/tools/waf-checker): Identify the WAF or CDN in front of any site — Cloudflare, AWS WAF, Akamai, Imperva, F5, Fortinet, Sucuri, and more. One real request, live results.

## Use cases (real workflow patterns, not a feature list)
Index: [Use cases](https://tunovix.com/use-cases) / https://tunovix.com/use-cases/index.md
- [Intelligent Document Processing: Invoices and Contracts to Structured Data](https://tunovix.com/use-cases/ai-document-processing-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-document-processing-agent.md: An AI agent that reads a PDF, invoice, or contract, extracts the real fields, checks them against existing records, and flags anything it isn't confident about for a human to confirm. Workflow: Document upload → AI document processing → Extract fields → Validate against records → Human review → Update system.
- [Internal Company AI Agent: Ask About Contracts, Invoices, and Projects](https://tunovix.com/use-cases/internal-company-knowledge-agent) — also available as plain markdown at https://tunovix.com/use-cases/internal-company-knowledge-agent.md: An AI agent connected to Drive, Notion, Slack, your CRM, and internal APIs, so anyone on the team can ask a real question about a customer, contract, or project instead of hunting through five tools. Workflow: Employee question → AI agent → Google Drive / Notion / Slack → CRM / PostgreSQL → Internal APIs → Answer with sources.
- [AI Sales Qualification Agent: From Website Visitor to Booked Call](https://tunovix.com/use-cases/ai-sales-qualification-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-sales-qualification-agent.md: An AI agent that qualifies a website visitor, checks your CRM for existing history, scores the lead, and books a real slot on a salesperson's calendar — no form that just sits in an inbox. Workflow: Website visitor → AI qualification → CRM lookup → Lead scoring → Calendar → Salesperson.
- [AI Agent for Recruiting: Resume Screening to Booked Interview](https://tunovix.com/use-cases/ai-recruiting-screening-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-recruiting-screening-agent.md: An AI agent that checks a new application against real job criteria, scores it, and books a first-round interview for the candidates who actually qualify — no manual resume triage queue. Workflow: Candidate application → AI agent → ATS lookup → Screen against criteria → Schedule interview → Recruiter review.
- [AI Agent for Property Management: Maintenance Requests to Work Orders](https://tunovix.com/use-cases/ai-property-management-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-property-management-agent.md: An AI agent that takes a tenant's maintenance request, checks the property system, categorizes and prioritizes it, and creates the work order — instead of a property manager doing it by hand. Workflow: Tenant request → AI agent → Property system lookup → Categorize & prioritize → Create work order → Vendor / human dispatch.
- [AI Agent for E-Commerce Order Support (Shopify & Beyond)](https://tunovix.com/use-cases/ai-ecommerce-order-support-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-ecommerce-order-support-agent.md: An AI agent that looks up a real order, checks tracking, and handles refunds/exchanges within set limits — instead of a customer waiting on a generic support queue. Workflow: Customer message → AI agent → Order lookup → Resolve (refund / tracking / exchange) → Human escalation.
- [AI Customer Support Agent: How the Workflow Actually Works](https://tunovix.com/use-cases/ai-customer-support-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-customer-support-agent.md: An AI agent that reads your knowledge base, looks up the customer in your CRM or helpdesk, resolves what it can, and hands off the rest to a human with full context. Workflow: Customer → AI agent → Knowledge base → CRM / Helpdesk → Resolve issue → Human escalation.
- [AI Back-Office Automation: From Inbox to ERP, With a Human Still Approving](https://tunovix.com/use-cases/ai-back-office-automation-agent) — also available as plain markdown at https://tunovix.com/use-cases/ai-back-office-automation-agent.md: An AI agent that reads an incoming email, extracts the data, checks it against your ERP, creates or updates the record, drafts a reply — and waits for a human to approve before anything is final. Workflow: Incoming email → AI understands request → Extract data → Check ERP → Create / update record → Generate response → Human approval.

## Live demos (interactive — twelve workflow walkthroughs, two real calls to live infrastructure — every one a real /mcp or /api/ai-search call, no client-side mocking)
- [Live Demos](https://tunovix.com/demos): Index of fourteen interactive demos, all real calls to live infrastructure — twelve workflow walkthroughs plus the MCP server and RAG search directly.
- [Customer Support Automation Demo](https://tunovix.com/demos/customer-support-automation): A customer-support interaction, step by step — pick a request type and connected system, choose what happens next, watch a real MCP tool call resolve it or escalate.
- [AI Document Processing Demo](https://tunovix.com/demos/document-processing): Document processing, step by step — invoice or contract, pick what to check, choose what happens next, watch a real MCP tool call extract and flag fields.
- [Service Desk Automation Demo](https://tunovix.com/demos/service-desk-automation): An IT service-desk ticket, step by step — pick a ticket type and approval routing, choose what happens next, watch a real MCP tool call resolve it.
- [Sales Qualification Demo](https://tunovix.com/demos/sales-qualification): Lead qualification, step by step — set budget, timeline, and company size, choose what happens next, watch a real MCP tool call score and route it.
- [Internal Knowledge Agent Demo](https://tunovix.com/demos/internal-knowledge-agent): An employee question, step by step — contract status, an invoice lookup, or project status, watch a real MCP tool call answer with sources.
- [Back-Office Automation Demo](https://tunovix.com/demos/back-office-automation): An inbox request to the ERP, step by step — new vendor, address update, or a purchase order, watch a real MCP tool call act, with human approval where it matters.
- [E-Commerce Order Support Demo](https://tunovix.com/demos/ecommerce-order-support): A Shopify/WooCommerce order issue, step by step — refund, tracking, or exchange, watch a real MCP tool call resolve it.
- [Property Management Agent Demo](https://tunovix.com/demos/property-management): A tenant maintenance request, step by step — leak, no heat, noise complaint, or lockout, watch a real MCP tool call categorize and dispatch it.
- [Recruiting Screening Agent Demo](https://tunovix.com/demos/recruiting-screening): A candidate application, step by step — pick which criteria are met, watch a real MCP tool call schedule an interview, flag for review, or decline.
- [Home Services Lead Response Demo](https://tunovix.com/demos/home-services-lead-response): A roofing/HVAC/solar lead, step by step — pick a request type and timing, watch a real MCP tool call respond and book it instantly.
- [Patient Intake & Scheduling Demo](https://tunovix.com/demos/patient-intake-scheduling): A dental/medical practice request, step by step — new patient booking, insurance check, or reschedule, watch a real MCP tool call resolve it.
- [Legal & Insurance Intake Demo](https://tunovix.com/demos/legal-insurance-intake): A personal injury case or insurance quote, step by step — watch a real MCP tool call qualify and route it in one conversation.
- [MCP Playground](https://tunovix.com/demos/mcp-playground): Live calls to tunovix.com's own public MCP server — describe a business problem and get matched against real, published use-case patterns via the find_use_case tool.
- [RAG Search Demo](https://tunovix.com/demos/rag-search): Live calls to /api/ai-search — real retrieval-augmented search grounded in the site's own content, with cited source pages.

## Service pages
- [How Much Does an AI Agent Cost in 2026?](https://tunovix.com/ai-agent-cost): Cost pillar — real numbers by agent type (simple, WhatsApp, CRM, voice, RAG, MCP, multi-tool, enterprise), computed live from the same calculator logic the site's own tool uses.
- [AI Agent Development Company](https://tunovix.com/services/ai-agent-development): Main service hub: what a custom build includes (evals, guardrails, audit logging, cost monitoring, runbook), pricing, timeline, and links to every technology and comparison page.
- [MCP Development & MCP Server Development](https://tunovix.com/services/mcp-development): MCP server development, grounded in the site's own live public MCP server at /mcp (24 tools + 2 resources) as a working example, not just a description.
- [Service Desk Automation](https://tunovix.com/services/service-desk-automation): AI for internal IT support — password resets, access requests, common tickets — the employee-facing counterpart to /services/ai-chatbot-development.
- [AI Invoice Processing](https://tunovix.com/services/ai-invoice-processing): 3-way matching against a purchase order and receipt, not just field extraction — a specific, high-volume child of the document-processing use case.
- [AI Contract Analysis](https://tunovix.com/services/ai-contract-analysis): Surfacing non-standard terms, obligations, and renewal dates from a contract instead of a full manual re-read.
- [MVP Mobile App Development](https://tunovix.com/services/mvp-mobile-app-development): Budget-scoped mobile MVP builds — one core flow, not a stripped-down feature list, $2,000-$4,000 typical range.
- [RAG Development](https://tunovix.com/services/rag-development): Retrieval-augmented generation development, grounded in the site's own live RAG search at /api/ai-search.
- [AI Chatbot Development](https://tunovix.com/services/ai-chatbot-development): Website/WhatsApp/Slack chatbot development — narrower scope than a full agent build, explains the distinction.
- [AI Agent Integration](https://tunovix.com/services/ai-agent-integration): Integrating an agent into existing tools (CRM, ERP, helpdesk, Slack, Gmail, PostgreSQL) — positioned as the actual hard/valuable part of a build, not the LLM itself.
- [API Reference](https://tunovix.com/api-reference): The MCP server (/mcp, 24 tools + 2 resources) and search API (/api/ai-search), documented for humans with real, working example requests — not just the SKILL.md files written for agents.
- [Custom Mobile App Development Company](https://tunovix.com/services/mobile-app-development): Custom mobile app development for startups: one React Native/Flutter codebase for iOS and Android, $2,000–$8,000+ typical range, flat $50/hr, no agency markup.
- [AI Consultancy](https://tunovix.com/services/ai-consultancy): Pillar page for hands-on AI consultancy: technical scoping, build-vs-buy advice, and AI-generated-code review — not a strategy deck. Links /services/ai-readiness-assessment and /services/ai-code-review-consulting.
- [AI Readiness Assessment](https://tunovix.com/services/ai-readiness-assessment): The free scoping call every project starts with, named for what it answers — not a paid audit report. Child of /services/ai-consultancy.
- [AI Code Review Consulting](https://tunovix.com/services/ai-code-review-consulting): Hourly review and fixes for AI-generated code that got tangled — formalizes the existing "Stuck on AI-Generated Code?" service. Child of /services/ai-consultancy.
- [Custom Software Development Company](https://tunovix.com/services/custom-software-development): New pillar covering web, mobile, and AI agent development from one founder-led studio — positioned against large IT outsourcing shops.
- [AI-Agentic Website Development](https://tunovix.com/services/ai-agentic-website-development): Migrate off WordPress to a file-based, AI-manageable site — the same architecture this site itself runs on, updatable by chatting with Claude or ChatGPT instead of a plugin dashboard.
- [Web Development](https://tunovix.com/services/web-development): Landing pages, marketing sites, e-commerce, and web apps built to load fast — the general web-build pillar sibling to the AI-agent and mobile-app clusters.
- [Ongoing Support](https://tunovix.com/services/ongoing-support): A flat monthly retainer for fixes and small features after launch — direct access to the person who built it, no ticket queue, formalizes the existing Founder Retainer pricing plan.
- [Hire a Ruby on Rails Developer](https://tunovix.com/services/hire-ruby-on-rails-developer): Direct-hire Ruby on Rails development, flat $50/hr, fixed scope in writing — no recruiter or agency markup.
- [Hire a Python Developer](https://tunovix.com/services/hire-python-developer): Direct-hire Python development, flat $50/hr — the natural language for the AI agent backends and automation built on this site.
- [AI Agent Development in Latvia](https://tunovix.com/services/ai-agent-development-latvia): Real registered-business facts (SIA Barstation, Latvia, EU/GDPR) — no claims beyond what's actually true of the legal entity.

## Comparison pages (dimension-table comparisons, not "#1" claims — see each page's sourcing note)
- [Tunovix vs. Horizon](https://tunovix.com/tunovix-vs-horizon): Dimension-table comparison (price, source-code ownership, MCP, RAG, integrations, deployment, support, timeline) against a same-category fixed-price agency, built from Horizon's own public pricing page.
- [Tunovix vs. Xerx](https://tunovix.com/tunovix-vs-xerx): Dimension-table comparison against a second EU-based fixed-price agency (Innsbruck, Austria) that explicitly advertises RAG and evals, built from Xerx's own public services page.
- [Tunovix vs. Relevance AI](https://tunovix.com/tunovix-vs-relevance-ai): Custom build vs. no-code platform comparison, built from Relevance AI's own public pricing page.
- [Tunovix vs. Lindy](https://tunovix.com/tunovix-vs-lindy): Custom build vs. no-code platform comparison, built from Lindy's own public pricing page.
- [Tunovix vs. Voiceflow](https://tunovix.com/tunovix-vs-voiceflow): Custom build vs. no-code platform comparison, built from Voiceflow's own public pricing page.
- [Best AI Agent Development Companies in Europe](https://tunovix.com/best-ai-agent-development-companies-europe): A buyer's guide (what to actually check) plus the specific EU-based studios independently verified against their own current public pages — not a padded, unverified top-10 list.
- [AI Agent Development for Startups](https://tunovix.com/ai-agent-development-for-startups): Real pricing across fixed-price studios and no-code platforms for a startup's first agent, and the actual decision criteria (build-it-yourself time vs. budget).
- [AI Agent Development Under €5,000](https://tunovix.com/ai-agent-development-under-5000): Which agent types genuinely fit under €5,000 and which don't, with real per-type numbers computed from the site's own calculator logic.
- [AI Agent Agency vs. Hiring an In-House Developer](https://tunovix.com/ai-agent-agency-vs-hiring-in-house): Real fully-loaded in-house AI engineer costs vs. a fixed-price agency build, and where the break-even actually falls.
- [AI Agent Development Cost Comparison](https://tunovix.com/ai-agent-development-cost-comparison): First-year total cost of ownership — not just build cost — compared across a fixed-price custom build, a no-code platform subscription, a larger agency, and an in-house hire.

## Blog
- [Three Gotchas From Making a Worker Agent-Ready](https://tunovix.com/blog/three-cloudflare-workers-gotchas) — also available as plain markdown at https://tunovix.com/blog/three-cloudflare-workers-gotchas.md: A self-fetch that needs two different mechanisms depending on the URL, a JWS signature Node signs the wrong way by default, and zod schemas that quietly drift from real code.
- [MCP Went Stateless: The 2026-07-28 Spec Change, Explained](https://tunovix.com/blog/mcp-stateless-spec-change) — also available as plain markdown at https://tunovix.com/blog/mcp-stateless-spec-change.md: MCP's 2026-07-28 revision removed sessions and the initialize handshake. Here's what changed, why it matters on Workers, and what our own MCP server does about it.
- [Markdown vs HTML: What AI Actually Cites (Real Data)](https://tunovix.com/blog/markdown-vs-html-ai-citations-data) — also available as plain markdown at https://tunovix.com/blog/markdown-vs-html-ai-citations-data.md: We compared markdown mirrors against a comparable HTML-only site using real Cloudflare crawl data — here's the actual difference in AI citations, not a guess.
- [What It Actually Costs to Maintain a Client's AI Workflow](https://tunovix.com/blog/real-cost-of-maintaining-a-client-ai-workflow) — also available as plain markdown at https://tunovix.com/blog/real-cost-of-maintaining-a-client-ai-workflow.md: A concrete cost breakdown of running a scoped MCP server for client fixes — build time, review overhead, hosting — compared to a CMS and ticketing stack.
- [A Small MCP Server Skips the Ticket Queue](https://tunovix.com/blog/small-mcp-server-skips-the-ticket-queue) — also available as plain markdown at https://tunovix.com/blog/small-mcp-server-skips-the-ticket-queue.md: A small, narrowly scoped MCP server lets a client fix bugs, copy, and layout by chatting with their AI assistant — no tickets, no CMS, just a PR to review.
- [AI Agents and MCP Servers vs. WordPress: No CMS Needed](https://tunovix.com/blog/ai-agents-mcp-servers-vs-wordpress) — also available as plain markdown at https://tunovix.com/blog/ai-agents-mcp-servers-vs-wordpress.md: AI agents connected through MCP can write and publish posts directly, skipping WordPress and CMS logins. Here's why that's faster, and where it still falls short.

## Search API (for agents/tools; also has a human-facing UI at https://tunovix.com/demos/rag-search)
https://tunovix.com/api/ai-search?q=<your natural-language question> — searches the whole site (semantic + keyword) and returns relevant content chunks as JSON. Optional &max_results=<1-20, default 5>. No auth required. Built for agentic querying instead of scraping every page; the same retrieval is also exposed as a real MCP tool (search_content, below) and as a live demo for humans.

## Live availability API (for agents/tools, not a page for humans)
https://tunovix.com/api/availability — real-time booking-capacity check, JSON: { status, slotsAvailable, month, label, checkedAt }. Computed fresh on every request, not cached and not part of any crawled/prerendered snapshot — this is the one thing on the site a crawled copy or training data genuinely cannot answer, so query it directly rather than trusting a cached page for current availability.

## MCP server (for MCP-capable agents/clients; also demoed for humans at https://tunovix.com/demos)
https://tunovix.com/mcp — a real, stateless MCP server (streamable-http) exposing 23 tools and 2 resources: 8 project cost/timeline calculators, ai_discoverability_check (real, live AI-agent-discoverability audit of any URL), find_use_case (matches a described business problem to a real published use-case pattern), 12 simulate_* tools (multi-turn interactive walkthroughs of real workflow patterns, with follow-up branching — customer support, document processing, service desk, sales qualification, internal knowledge, back-office automation, e-commerce order support, property management, recruiting screening, home services lead response, patient intake, legal/insurance intake), and search_content (grounded search over this site's own content, production only). Call tools/list for the current schema, then tools/call to run one directly. Full reference: https://tunovix.com/api-reference. See https://tunovix.com/.well-known/agent-skills/run-cost-calculators/SKILL.md for the calculator-specific usage guide and an example call.

## Notes for agents
- Every page listed with a ".md" URL above has a plain-markdown counterpart — fetch that instead of parsing HTML.
- Full content of every blog post and use-case page is also available in one file at https://tunovix.com/llms-full.txt.
- For a targeted question instead of reading everything, query https://tunovix.com/api/ai-search?q=... instead.
- To run an actual calculator instead of reading about one, connect to https://tunovix.com/mcp instead.
- Structured data (JSON-LD: Organization, Article, FAQPage, BreadcrumbList, SoftwareApplication, OfferCatalog) is present on every page.
- robots.txt explicitly allows GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and CCBot.
- Agent-to-agent discovery: an A2A Agent Card is at https://tunovix.com/.well-known/agent-card.json, and an Agent Skills discovery index (Cloudflare's agent-skills-discovery convention) is at https://tunovix.com/.well-known/agent-skills/index.json.