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FAQs

How long does it take to build and deploy an AI system?+
Most projects move from discovery to initial deployment within 6–12 weeks, depending on complexity. Simple automation pipelines can be live in 3–4 weeks. Complex ML model deployments with training data requirements typically take 8–14 weeks. We always outline a clear 90-day roadmap in the strategy session.
Do we need to have our data already organised?+
No. Data cleaning, normalisation, and pipeline design are core parts of what we do. We've built AI systems for clients whose data was spread across spreadsheets, legacy CRMs, and manual records. The data audit is usually step one.
What industries do you work with?+
We've built AI systems for e-commerce, SaaS, logistics, professional services, healthcare administration, and financial services. Our capability pillars — automation, ML, data science, and operations AI — apply across industries wherever there's data and process to optimise.
What does the free strategy session involve?+
A focused 60-minute video call where we audit your current workflows, identify the highest-impact AI and automation opportunities specific to your business, and outline a realistic 90-day implementation roadmap with estimated ROI. No sales pressure — if we're not the right fit, we'll tell you.
Do you provide ongoing support after deployment?+
Yes. All our deployments include post-launch monitoring and a support period. We also offer ongoing retainer engagements for continuous model optimisation, system monitoring, and iterative improvement. AI systems perform better the longer they run on your data — ongoing engagement is part of the value.