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From the firm's own write-upReceipt no. 9349
What sucked

ai, and found them too generic, too detectable, and off-brand.

They couldn't risk damaging client SEO with AI fluff, and wouldn't roll out a tool that made editors work harder. What they needed didn't exist: real personalization from their own brand voice and content archive, flexibility across formats, outputs that passed AI detectors without sounding robotic, and zero friction for the team.

Professional ServicesMarketing4–8 weeks
What they built

An agentic AI content writer grounded in TIPi Group's own article archive and brand guidelines, with a scaled backend and Streamlit frontend, producing multi-format, multi-language, on-brand copy that passes AI detectors.

What changed
8-week delivery

From brief to production-ready AI writer in about 8 weeks.

Hundreds of articles

Produced hundreds of on-brand articles across formats and languages.

Organic traffic by week 3

Generated organic search traffic within three weeks of launch; team re-engaged for Phase 2.

Time to results
4–8 weeks
Who did it
Csongor Barabasi
Bonsai Labs

Pulled from work they published. Pluris hasn't reviewed it yet.