AI consulting and strategy services for mid-size companies
Before we build, we help you decide what to build and whether it is worth it. Audit, strategy, tests on your own data and a fixed estimate before a large development budget.
This category covers the work before code. We find processes where AI makes money, check whether your data and systems are ready and test hypotheses on your real data. It also covers team training and the choice between ready products and custom development.
Consulting pays off when a mistake is expensive. You are planning a yearly budget, you work in a regulated sector under GDPR and the EU AI Act, or a previous pilot failed. One or two weeks of analysis cost less than months spent building the wrong thing.
We work as engineers, not as a slide agency. Every recommendation rests on your data and ends with a concrete next step: a metric, an estimate or a test set. Happ Labs brings 10+ years of software development, ISO/IEC 27001:2022 certification and an NDA signed before access.
Services in this section
- from $5,000 · 2–3 weeksAI Audit of Business Processes
We walk through your processes with the people who run them. We measure what each manual step costs and show where AI integration pays back first. You get a ranked list of use cases with ROI and a clear first project.
Details → - from $5,000 · 3–4 weeksAI Strategy and Roadmap
We turn scattered ideas, data and constraints into one AI plan for the next 6–12 months. Every stage has a budget, an owner, a success metric and a decision point where you choose to continue or stop.
Details → - from $5,000 · 2–3 weeksAI Readiness Assessment
Before AI integration we check what it will run on. Which data exists and how good it is, whether your systems have APIs, who has access and who will own the result. You get a list of what to fix before the project starts.
Details → - from $5,000 · 1–2 weeksDiscovery Sprint Before Development
In 1–2 weeks we turn an idea into a document a team can build from. Requirements, architecture, screen prototype, integration list and risks. You get a fixed development estimate within 2–3 days after the sprint.
Details → - from $5,000 · 3–5 weeksAI Proof of Concept on Your Data
Before you fund full development, we test the hypothesis on your real data. One task, one metric, an honest report. You see how AI handles your calls, documents or camera footage, not a vendor sample.
Details → - from $5,000 · 2–4 weeksAI Training for Teams
We train departments to use ChatGPT, Claude and Gemini on their daily work. Not a generic lecture, but practice on your documents, emails and reports. After the programme the team keeps a usage policy and a shared prompt library.
Details → - from $5,000 · 2–3 weeksAI Vendor and Model Selection
We compare ready platforms, hosted models and private deployment on your real tasks. We calculate the yearly cost of ownership and check that demo promises hold on your data. You get a decision backed by tests, not by a sales pitch.
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All services
Describe the task. The first call is with the founder.
We reply within one business day. 30 minutes to tell you whether it is worth doing and what it costs.