Page 2 of 2
7 Oct 2026 · 9 min read · Andrii Sukhariev
Split the reply in two: within four hours, send the buyer one list of everything that is missing; within 24 hours, send a firm or budgetary quote with written assumptions. In a 2021 survey, 67% of US part buyers expected a quote within 24 hours. Here is a reply template, a completeness checklist and what European buyers check.
read article6 Oct 2026 · 9 min read · Andrii Sukhariev
Bots and automated agents together now make more than half of web traffic on Cloudflare's network (July 2026); AI agents alone are a small but fast-growing share. MCP lets agents query your ERP, WebMCP lets them use your website's forms, and the supplier an agent can read is the one it recommends. GETMILK builds a read-only MCP server from €2,900.
read article5 Oct 2026 · 9 min read · Andrii Sukhariev
In 2025 an hour of manufacturing labour cost €17.1 in Poland and €16.5 in Portugal, so Poland overtook Portugal for the first time in Eurostat's figures. Czechia was at €20.2, Spain at €28.2 and the EU average at €35.0. The hourly rate is only a starting point: productivity, energy and currency decide what a part really costs.
read article2 Oct 2026 · 8 min read · Andrii Sukhariev
A digital manufacturing engineer turns how a factory quotes, plans and produces into connected systems: the ERP, shop-floor data, customer documents and AI. Only 14% of small EU firms employ any ICT specialist, against 78% of large ones, and 74% of Portuguese firms that considered AI stopped for lack of expertise. What the role does, what it costs, and how small plants rent it by the day.
read article1 Oct 2026 · 9 min read · Andrii Sukhariev
An AI agent for a factory in Portugal costs €8,000–20,000 for one workflow and €15,000–35,000 across several systems; Portuguese public contracts for AI agents have a median of €22,300. Running it costs about €64 a month in model usage for 300 drawing-based RFQs, plus support. The breakdown, the payback maths, the 2026 funding status and GETMILK's prices from €3,900.
read article30 Sept 2026 · 8 min read · Andrii Sukhariev
Almost nothing new. On 27 September 2026 no PRR call was open to a mainland manufacturer, and the Linha IA nas PME (75% grant) closed on 21 November 2025. Approved PRR projects can spend until 31 December 2026; new money comes from Portugal 2030, which plans 85 calls worth about €852 million by December.
read article28 Sept 2026 · 9 min read · Andrii Sukhariev
There is no Vale Digitalização open on the Portuguese mainland in 2026, and that changes the strategy. The money that exists sits in the Portugal 2030 incentive systems, where consulting, software and AI are eligible costs at 50%, 60% or 80% depending on the line. This guide explains each option, what it funds, who can apply, the deadlines to March 2027, and the checklist a 10-to-250-person plant must pass before signing anything.
read article26 Sept 2026 · 10 min read · Andrii Sukhariev
Industrial output has fallen three months in a row, exports to the US are down 13%, energy and labour costs are climbing, and only 11.5% of Portuguese SMEs use AI. Yet metalworking just posted a record €24bn in exports and Portugal ranks third in Europe for nearshoring. A cite-verified read of where the 70,000 companies that manufacture in Portugal stand, and the three moves that separate the ones growing from the ones closing.
read article30 Apr 2026 · 18 min read · GETMILK Research
Portugal has a credible, sectorally uneven digital-twin ecosystem — one global Tier-1 vendor (Critical Manufacturing), one engineering integrator (CEiiA), and a strong applied-research backbone. Most deployments are still descriptive, almost none are explicitly architected for the EU Data Act. Here is the landscape, the gaps, and the agentic openings.
read article29 Apr 2026 · 7 min read · Andrii Sukhariev
Buyers are starting to let AI assistants find and compare suppliers for them. Factories those assistants cannot read or ask are about to become invisible. What an MCP server does for a factory in business terms, what it costs you in effort and risk, and what to do this quarter.
read article
