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AI Diagnostic & ROI
Seep were already AI-savvy, but with a small team the real question was optimisation: were they getting the most from AI for their size? We ran a full diagnostic, surveyed the team, and surfaced their shadow AI, then plugged it all into Lighthouse, our AI ROI dashboard, so they could benchmark against startups of a comparable size and see exactly where to optimise. Because ROI on AI is notoriously hard to prove, we focused on measurement they could trust and act on.
Industry
Other
Year
2026
Client
Seep
Challenge
Seep is a lean, AI-savvy team, so the question was never whether to use AI, but whether they were getting the most out of it. With a small team, every hour and every pound of AI spend has to work hard. They needed to see where AI was already being used, including the shadow AI no one had logged, where it could be optimised, and where they were missing opportunities. And they needed real ROI they could measure, the part most companies find hardest to pin down.
Our aproach
Get a true picture of how AI is used today, then turn it into a benchmarked, measurable ROI picture they can keep optimising.
Results
Seep came away with a clear, honest picture of their AI usage: where it was paying off, where spend was leaking, and where the gaps were. Benchmarked against comparable startups, they could see how they measured up and where a lean team could punch above its weight. Because time saved is the weakest way to measure AI, Lighthouse also tracked spend avoided, shadow-AI cost and output quality on an ongoing basis, turning ROI from guesswork into something they can watch and improve month on month.
Client’s testimonial
Real feedback from teams using AI automation in their daily operations.
“ivee has been super flexible with training. We've all done it in a way that suits us, whether that's joining the live sessions or watching the recordings. I've loved how practical their high-value, tailored training is.”
Laura
Founder, Seep
