Bonsai Labs
SoftwareServices
BlogCase Studies
CareersGet in Touch
SoftwareServices
BlogCase Studies
CareersGet in Touch

© 2026 Bonsai Labs. All rights reserved.

Bonsai Labs OÜ, 17403676, Sepapaja tn 6, 15551 Tallinn, Harju Maakond, Estonia

Privacy PolicyCookie Policy
←All case studies

Professional Services

Cracking the AI Content Generation Code With TIPi Group

May 25, 2025·Csongor Barabasi
Cracking the AI Content Generation Code With TIPi Group

Challenge: Every Tool Sounds The Same

The TIPi Group team has tested all the mainstream content generation tools — ChatGPT, Jasper, Copy.ai. The verdict?

“Too generic. Too detectable. Not on brand.”

They couldn’t risk damaging client SEO with AI-generated fluff, and they weren’t about to roll out a tool that made their editors work harder, not smarter.

What they needed didn’t exist yet:

✅ Real personalisation from their own brand voice + content archive

✅ Flexibility for different formats, not just blogs

✅ Outputs that passed AI detectors — without sounding dull and robotic

And most importantly: zero friction for their team.

The Goal: AI Generated Content That Stands Out

TIPi Group's vision was clear:

An agentic AI content writer trained on their existing articles and brand guidelines, able to:

  • Generate content in multiple languages
  • Pass AI text checkers
  • Support diverse formats: blog posts, social media posts, campaign copy, etc.
  • Require minimal human editing

Our job? Make that real. Fast.

What We've Built Together

Phase 1: Discovery

We sat with their content team to:

  • Understand their day-to-day workflows
  • Map out inspiration sources that actually matter
  • Define what “great content” looks like in their niche

Phase 2: Proof of Value

We built a prototype in 2 weeks that:

  • Passed AI detection tests
  • Sounded more human than ChatGPT
  • Aligned with brand guidelines and tone of voice

That moment flipped the switch. Confidence replaced hesitation.

Phase 3: Production-Ready

We polished up the AI agent for production readiness, scaled the backend system, added a slick frontend on top with Streamlit - all ready to go for their first client within a couple weeks.

Results

✅ Product delivered in 8 weeks

✅ Hundreds of articles written

✅ Already generating organic traffic in week 3 after launch

✅ Team re-engaged for Phase 2 development

When your client comes back asking for more AI, you know you got it right.

While the AI content space is flooded, most tools skim the surface. TIPi Group showed us that there’s room for better when you combine deep domain expertise with a bold vision that demands more than “good enough”.

Let's talk about what AI can do for your business.

Get in touch