Hipther
AI Workflow Guide · Hipther Studio

AI 2.0.

The post-hype reality of AI in iGaming.

A step-by-step framework across five milestones — from project foundation to executive review.

Bartek Borkowski
Powered by Bartek Borkowski Managing Partner
🏆

You've completed the entire workshop!

Seriously though — you just went through the whole AI workflow stack. RTP on this session: 100%. Time to go disrupt some markets. 🎰

1

Build a Foundation

ChatGPT

Goals

  • Build a foundation for any questions

Why ChatGPT

  • Cheap
  • Doesn't overcomplicate long reversed queries and MD file creation
1

Build a Project

  • Explain what a project is
  • Explain instructions
  • Explain file upload
2

Basic Instructions

  • Basic personality
  • The way I like to communicate
Note: Some LLMs have a limit of 1500 chars for instructions.
1 — Prompt with basic instructions
Prompt 1 Open file
# Role Act as a **Senior Market Intelligence Analyst specialized in iGaming and Slot Games**. Expertise: - Regulation & licensing - Distribution (studios, aggregators, operators) - RTP & certification - Market entry strategy - Competitive intelligence - Localization - Gambling payments Clearly distinguish: Game studio / Aggregator / Operator / Platform provider. Never confuse these roles. --- # Communication Protocol Be: Precise · Fact-driven · Direct · Efficient Avoid: Politeness fillers · Marketing language · Fluff · Teaching tone Assume user is **industry expert**. Do not explain basics unless requested. ## Brevity Use: Short sentences · Bullets · Tables when useful Rule: **Minimum text needed to deliver value.** ## Evidence Always label: **[FACT]** · **[ESTIMATE]** · **[SPECULATION]** Never present guesses as facts. ## Decision Focus Prioritize: Execution reality · Commercial viability · Revenue impact Always answer: **What does this mean commercially?** **Verbosity: LOW**
3

Describe Markdown (MD) Format

  • Introduce ChatGPT to using markdown for structured output
  • Headings, bullets, tables, code blocks
4

Reversed Prompts — Build MD File for Project Foundation

  • Reversed prompts are easier for us to digest
  • Asking questions one after another
Note: ChatGPT is best for this — it doesn't forget the flow of conversation as often. It keeps sending the full file for a longer time; other engines tend to cut it.
2 — Prompt for reversed MD file creation
Prompt 2 Open file
You are responsible for building a **Game Studio Master Reference File ("Studio Bible")** in Markdown format. This file will later be attached to a Project and used as the primary knowledge base about the studio. Your job is to **extract structured information from the user using sequential questions**, one at a time. After every user answer: 1. Update the master file 2. Output the **FULL updated Markdown file** 3. Ask the next question # INTERACTION RULES - Ask **one question at a time** - No explanations · No commentary · No summaries · No small talk · No praise After receiving an answer: 1. Update the master file 2. Output full updated .md 3. Ask next question Repeat until complete. # OUTPUT FORMAT RULES Always output the **entire file**, not partial fragments. Never output diffs. Never skip sections.
3 — Ready prepopulated MD file (Studio Bible)
Prompt 3 Open file
# STUDIO BIBLE — Hipther Studio ## 1. Company Overview Company Name: Hipther Studio Headquarters: Prague, Czech Republic Year Founded: 2023 Team Size: 5 (Core) + 6 external contractors (art, math, QA) Core Business Model: Developing and distributing online slot games to regulated operators via aggregators. Strategic Focus: Mid-complexity slot games, fast production cycles, low integration friction. ## 2. Product Portfolio Active: Lucky Pandas Hold & Win (2024) · Viking Gold Blitz (2025) In Dev: Cyber Fortune 88 (Q3 2026) · Wild Factory Megaways (Q4 2026) ## 5. Market Strategy Core Markets: Central Europe · Baltics · Selected Nordics Expansion Targets: LATAM (Peru, Colombia) · Southern Europe (Spain, Portugal) Entry Philosophy: Aggregator-first, then selective direct integrations. ## 8. Compliance & Certification RNG: GLI-certified · Labs: GLI Approved: CZ · SK · LV · LT · EE — Think of many files, many APIs, many databases, many knowledge sources. This file (and such files) creates a "context" – it stays and feeds any LLM you will use.
Think of many files, many APIs, many databases, many knowledge sources. This file (and such files) creates a "context" — it stays and feeds any LLM you will use.
5

Upload the File to Project

  • Attach the generated MD file to your ChatGPT project
  • This becomes the persistent context for all future sessions
2

Research Regulatory Requirements & Competition

Perplexity

Goals

  • Research regulatory requirements
  • Research competition

Why Perplexity

  • Uses multiple LLMs depending on exact questions
  • Great for research — gives exact source links
  • Pretty good with very fresh, up-to-date info (think: better Google search)
1

Create a Space & Upload MD File

  • Create a dedicated Perplexity Space for the project
  • Upload the foundation MD file from Milestone #1
  • Go through the created space and verify context is loaded
2

Search for Regulatory Requirements

  • Prompt to create prompt first
  • [ ] brackets are used to make the LLM ask you a question
Prompt to create a prompt
Open file
I want you to create a good prompt in an md format. This prompt will be used to search for regulatory requirements in Spain. This is a market I want to enter with my games. Forget about the context, as I will have it in space/project instructions.
Prompt for a research
Open file
# Research Prompt: Spain iGaming Regulatory Requirements for Slot Game Studio Entry ## Research Objective Identify all regulatory requirements that a B2B slot game supplier must fulfill to distribute games to licensed Spanish operators. Scope: **game supplier / software provider compliance pathway only** — not operator licensing. ## Required Research Areas ### 1. Regulator & Legal Framework - Name and role of the Spanish gambling regulator (DGOJ / successor body) - Applicable legislation: Ley 13/2011, Royal Decrees, and any 2023–2026 updates - Whether a formal B2B supplier license or registration is required for a game studio ### 2. Game Certification Requirements - Mandatory technical standards for online slot games (RNG, RTP, game logic) - Approved/recognized testing laboratories for Spain (GLI accreditation status in Spain) - Required RTP range or caps for slots under Spanish regulation - Specific rules on: bonus buy features, jackpot systems, free spins, cascading mechanics - Whether existing GLI certification can be recognized or if Spain-specific re-testing is required ### 3. Responsible Gambling & Game Feature Restrictions - Mandatory RG features embedded at game level - Feature restrictions: bonus buy ban, max win caps, spin speed limits, autoplay restrictions - Current status of bonus buy feature legality in Spain (as of 2025–2026) ### 4. Technical Integration Requirements - Spain-specific data reporting or logging requirements at game level - Any mandatory integration with DGOJ monitoring systems from the game provider side ### 5. Aggregator Pathway - Can a studio distribute into Spain solely via an aggregator that holds the relevant certifications? - Does the studio still need direct certification regardless of aggregator coverage? ### 6. Timeline & Cost Estimates - Approximate cost of Spain game certification per title - Estimated timeline from submission to approval ## Deliverable Format [FACT] – verified, sourced information [ESTIMATE] – industry-standard estimates, clearly labeled [SPECULATION] – inferred or unverified, clearly labeled ## Sources to Prioritize 1. DGOJ official site (ordenacionjuego.es) 2. Ley 13/2011 and related Royal Decrees 3. GLI Spain accreditation documentation 4. BMM, NMi, eCOGRA Spain certification scope 5. Industry sources: Focus Gaming News, iGaming Business, Yogonet (Spain section)
Note: Use "research mode". This research will take into consideration all the info about your studio — no need to say you're a game studio doing slots or what's your typical RTP, it knows it.

Perplexity sometimes makes up the source. For mission-critical data you should double check it.
3

Save the Results as MD File

Prompt to save the results of the research to MD file
Open file
Now put everything into md file. The file might be long, feel free to put whatever important information you think should be there. Also, provide direct links to official gov documents there.
4

Save Regulatory Requirements Towards Development

Prompt to save regulatory info
Open file
ok download all regulatory files in original, unchanged manner. I will use them to instruct my developers on how to create games for spanish market.
I've done the same for direct competition on Spanish market. Resulting MD file:
Spain — Direct Competition Intelligence
Open file
| Studio | Spain Entry | Confirmed ES Operators | Footprint | |------------|-------------|------------------------|------------------------------| | Wazdan | 2020 | 4 | Strongest — deepest coverage | | Endorphina | 2022 | 3 | Growing — recent deals | | Playson | ~2019–2020 | 3 | Active, fewer announcements | Sources: Company press releases, European Gaming, iGaming Express, Sigma.world
3

Create One Source of Truth

NotebookLM

Goals

  • Create one source of truth without hallucinations

Why NotebookLM

  • Great for little to zero hallucinations
  • Shows exactly fragments of documents used / citing
1

Create a Notebook & Upload Files

  • Create a new notebook at NotebookLM
  • Upload all MD files: project foundation + research results
  • Every answer will be grounded strictly in the uploaded documents, with exact citations
No real steps here — just show the tool.
NotebookLM cites the exact fragment of the source document for every answer it gives.
Open NotebookLM Notebook
4

Create a CEO Presentation

Claude

Goals

  • Create a nice PowerPoint presentation for CEO

Why Claude

  • Pretty cool "skills" feature — preset actions to do, repeatable tasks allowing you to work higher level
  • Very good at iterative approach when working with presentations
  • Good at distilling info from fact-dense research
  • Creates direct PowerPoint files — has a "PowerPoint skill"
1

Create a Space & Upload MD Files

  • Create a Claude project / space
  • Upload MD files: base info + research results
  • Go through the created space and verify all context is available
2

Go to Create a PowerPoint

Frequent lock-outs ("you've hit your limit")
Stupid-but-works: on long projects, if you close Claude app and open it again, limits hit later :D
If you work directly from the console, it's a bit faster.
Prompt to create PowerPoint
Open file
Create a powerpoint (pptx) presentation dedicated for our CEO. He asked me to do the research on entering spanish market. I researched our competition and regulatory situation. Presentation should be on executive-level, talking value and not digging into boring nuances. 3-5 slides max. As a last slide add your recommendation if you think that this market is interesting. However, prepare in such a way that I could easily change content there - I will review it. Do not make any research on your own, use only md files available for this project.
5

Review as CEO

ChatGPT

Goals

  • Review as CEO

Why ChatGPT (New Context)

  • Fresh context — no carry-over bias from earlier sessions
  • Simulates a cold read, just like the real CEO will experience it
1

New Context — CEO Review Prompt

Start a completely new ChatGPT conversation — do not continue a previous thread.
CEO review prompt
Open file
# Act as a CEO of game studio - you expect real value - you don't like to waste your time - you're too busy and need a good understandable summary of new ideas - whatever info you get, it must be backed with data - you are hesitant to spend any money unless its proven it makes sense to Review attached presentation, where your team was supposed to do a research about entering new market. Be critical, expect most.