# Codeline Studio > Codeline Studio is an engineering studio in Tallinn, Estonia. We automate repetitive work in companies with 5–50 employees with AI: process first, then AI. Entry offer: a one-week process audit for €1,490 + VAT. - Services: sales enquiries and quotes, email triage, purchase invoices into e-arveldaja or Merit, customer onboarding, management reporting, team workspaces, MCP servers and integrations, security and work environment setup. - Pricing: process audit €1,490 + VAT. Build at a fixed price after the audit. Monthly care fee on request. - Principles: a person approves quotes, payments and deletions. Least privilege. Applications and data in the EU. The client owns the code. - Languages: Estonian (main site at /) and English (/en). Clients: companies in Estonia and the EU. - Contact: the form at https://www.codelinestudio.eu/en#contact or a 30-minute call at https://app.usemotion.com/meet/teet-laja/z7h143c ## Pages - [Home, English](https://www.codelinestudio.eu/en.md): We map how work really happens in your company and automate the repetitive part with AI. Maintainable code, a person approves what matters, systems hosted in the EU. Process audit €1,490 + VAT. - [Avaleht, eesti keeles](https://www.codelinestudio.eu/index.md): Kaardistame, kuidas töö teie ettevõttes päriselt käib, ja automatiseerime korduva osa AI-ga. Hooldatav kood, inimene kinnitab olulise, süsteemid EL-is. Protsessiaudit 1 490 € + KM. ## Blog (English) - [What happens in a one-week process audit](https://www.codelinestudio.eu/blog/what-happens-in-a-one-week-process-audit.md): Two workshops, a process map and a fixed-price offer. What happens each day of our process audit, what you get and how to prepare. - [Purchase invoices into e-arveldaja or Merit without retyping](https://www.codelinestudio.eu/blog/purchase-invoices-into-e-arveldaja-or-merit-without-retyping.md): How AI reads a purchase invoice, checks for duplicates and prepares a draft in e-arveldaja or Merit, so a person only approves the entry. - [Process first, then AI: why automating a messy process makes it worse](https://www.codelinestudio.eu/blog/process-first-then-ai.md): AI copies your process, including the mess. Why we map and simplify the work first, and only then give the repetitive part to AI. - [MCP for business owners: how AI gets safe access to your systems](https://www.codelinestudio.eu/blog/mcp-for-business-owners.md): A plain-language guide to the Model Context Protocol: how AI connects to your accounting, email and data, and why read-only access comes first. - [Models change every few months: how to keep AI workflows working](https://www.codelinestudio.eu/blog/keep-ai-workflows-working-when-models-change.md): AI models, APIs and people change. How tests, monitoring and planned model updates keep a workflow working, and why a monthly care fee exists. - [How fast does your company answer a price enquiry?](https://www.codelinestudio.eu/blog/how-fast-do-you-answer-a-price-enquiry.md): A price enquiry that waits days for a reply can go to a competitor. What AI can answer at once, and what a person still approves. - [Email triage with AI for a 10-person team](https://www.codelinestudio.eu/blog/email-triage-with-ai-for-a-10-person-team.md): How AI sorts a shared inbox, sends each email to the right person and drafts replies, and which rules decide what a person approves. - [A demo is not a system: questions to ask before you buy AI automation](https://www.codelinestudio.eu/blog/a-demo-is-not-a-system.md): An AI demo can look ready after one weekend. Twelve questions that show whether you are buying a demo or a system that still works next year. - [How I Replaced My Finance Software's UI With an AI Agent](https://www.codelinestudio.eu/blog/how-i-replaced-my-finance-software-ui-with-an-ai-agent.md): I switched accounting providers — not because the old one was bad, but because the new one had an API. Here's how I built a Slack-based finance agent from API docs in an afternoon. - [Why Your Website Generates Traffic But No Leads (And What to Do About It)](https://www.codelinestudio.eu/blog/why-your-website-generates-traffic-but-no-leads.md): 7 months, 444 impressions, 21 clicks — and every single search query was a misspelling of our own brand. Here's what we found when we finally looked at the data, and how we automated the fix. - [How to Automate Invoice Payment Reminders (Without Chasing Clients Manually)](https://www.codelinestudio.eu/blog/how-to-automate-invoice-payment-reminders.md): Late payments are a cash flow killer. Here's how SMEs can automate invoice reminders — saving hours every month and getting paid faster without awkward manual chasing. - [How AI Agents Save SMEs a Month of Work Every Year](https://www.codelinestudio.eu/blog/ai-agents-save-smes-a-month-of-work.md): Discover how AI agents save SMEs 1,080+ hours a year — worth €15k–€16k — by automating finance and operations tasks without losing human oversight. ## Blogi (eesti keeles) - [Protsess enne, AI pärast: miks segase protsessi automatiseerimine teeb asja hullemaks](https://www.codelinestudio.eu/blogi/protsess-enne-ai-parast.md): AI kopeerib teie protsessi koos kogu segadusega. Miks me esmalt kaardistame ja lihtsustame töö ning alles siis anname korduva osa AI-le. - [Ostuarved e-arveldajasse või Meritisse ilma käsitsi sisestamata](https://www.codelinestudio.eu/blogi/ostuarved-e-arveldajasse-voi-meritisse-ilma-kasitsi-sisestamata.md): Kuidas AI loeb ostuarve, kontrollib duplikaate ja teeb mustandi e-arveldajasse või Meritisse, nii et inimene ainult kinnitab kande. - [Mis juhtub ühenädalase protsessiauditi ajal](https://www.codelinestudio.eu/blogi/mis-juhtub-uhenadalase-protsessiauditi-ajal.md): Kaks töötuba, protsessikaart ja fikseeritud hinnaga pakkumine. Mis toimub protsessiauditi igal päeval, mida saate ja kuidas valmistuda. - [MCP ettevõtte omanikule: kuidas AI saab turvalise ligipääsu teie süsteemidele](https://www.codelinestudio.eu/blogi/mcp-ettevotte-omanikule.md): Model Context Protocol lihtsas keeles: kuidas AI ühendub teie raamatupidamise, e-posti ja andmetega ning miks tuleb esmalt ainult lugemisõigus. - [Mudelid muutuvad iga paari kuu tagant: kuidas hoida AI-töövood töös](https://www.codelinestudio.eu/blogi/kuidas-hoida-ai-toovood-toos.md): AI-mudelid, API-d ja inimesed muutuvad. Kuidas testid, monitooring ja planeeritud mudeliuuendused hoiavad töövoo töös ning milleks on kuutasu. - [Kui kiiresti vastab teie firma hinnapäringule?](https://www.codelinestudio.eu/blogi/kui-kiiresti-vastate-hinnaparingule.md): Hinnapäring, mis ootab vastust päevi, võib minna konkurendile. Millele saab AI vastata kohe ja mida kinnitab endiselt inimene. - [E-kirjade triaaž AI-ga 10-liikmelises meeskonnas](https://www.codelinestudio.eu/blogi/e-kirjade-triaaz-ai-ga-10-liikmelises-meeskonnas.md): Kuidas AI sorteerib ühist postkasti, suunab iga kirja õigele inimesele ja koostab vastuste mustandid ning millised reeglid määravad, mida kinnitab inimene. - [Demo ei ole süsteem: küsimused, mida esitada enne AI-automaatika ostmist](https://www.codelinestudio.eu/blogi/demo-ei-ole-susteem.md): AI-demo võib nädalavahetusega valmis paista. Kaksteist küsimust, mis näitavad, kas ostate demo või süsteemi, mis töötab ka järgmisel aastal. ## Optional - [All content in one file](https://www.codelinestudio.eu/llms-full.txt): both landing pages and every blog post as Markdown - [Privacy policy](https://www.codelinestudio.eu/privacy-policy): no cookies, cookieless analytics - [Data handling](https://www.codelinestudio.eu/data-handling)