Media, culture and communication · Gaming and esports
AI applications for game studios and esports teams
Recap matches, debrief scrims, triage cheat reports, grade chat toxicity and rewrite patch notes for players.
What these applications take on
- Matches covered
Write match recaps and debrief a scrim into points to work on.
- Communities protected
Triage cheat reports and grade the toxicity of chat messages.
- Players kept informed
Structure bug reports, rewrite patch notes for players and announce a roster signing.
Applications in this trade
Match Recap Caster
Returns a broadcast-ready written recap of a match from the raw scoreboard notes.
Scrim Debrief Builder
Turns messy scrim-block notes into a structured coaching debrief the roster can act on.
Cheat Report Triage
Labels an incoming cheating report with a category, a confidence level and the next verification step.
Chat Toxicity Grader
Scores an in-game chat excerpt for severity of rule-breaking and proposes a sanction tier.
Bug Report Structurer
Converts a player's rambling bug message into a clean QA ticket with reproduction steps.
Patch Notes Rewriter
Rewrites an internal changelog into grouped, player-facing patch notes.
Roster Signing Post
Drafts the public announcement post for a new player joining the roster.
Ruleset Gap Review
Flags ambiguous clauses, missing rules and enforcement risks in a draft tournament ruleset.
Sponsor Pitch Angle
Produces a short sponsorship pitch with two activation ideas tailored to one brand.
VOD Chapter Splitter
Turns timestamped stream notes into a clean chapter list ready to paste under the VOD.
Stream Title Lab
Gives eight stream title options plus thumbnail overlay text for a planned broadcast.
Clip Caption Kit
Writes platform-ready captions, hashtags and alt text for a highlight clip.
Mod Reply Composer
Drafts a calm moderator reply that states the decision, the rule behind it and the next step.
Quest String Localizer
Returns each game UI or quest string translated into the target language, line for line.
Caster Talking Points
Builds the desk talking points for an upcoming match from the supplied team notes.
Floor Shift Handover
Turns raw floor notes from a gaming venue into a structured handover for the next shift.
Tryout Applicant Screen
Recommends whether an academy tryout applicant should advance, be held or be declined.
Prize Split Calculator
Applies the split rules to a prize pool and returns the amount owed to each placement or player.
Ban Appeal Verdict
Recommends upholding, reducing or overturning a ban and drafts the reply to the player.
Crash Log Triage
Reads an engine crash log excerpt and returns the likely cause, severity and the next checks to run.
Game Concept Pitch
Returns a one-page green-light pitch for a game concept, from hook to biggest risk.
Playtest Session Report
Turns raw playtest observations into blockers, confusion points and ranked change candidates.
Balance Change Rationale
Documents each proposed balance change with its intended effect, likely side effect and metric to watch.
Item Flavor Text
Writes in-world flavour lines for each supplied item or ability, within your character limit.
NPC Bark Pack
Returns numbered short spoken lines an NPC can say in one gameplay situation.
Content Rating Advisor
Suggests the likely age band and content descriptors a game's content would attract.
Accessibility Spec Check
Flags accessibility gaps in a game feature specification and names a concrete fix for each.
Localization QA Check
Compares translated game strings against the source and lists every line that needs fixing.
VO Recording Script
Formats dialogue lines into a studio recording script with IDs, direction and pronunciation notes.
Player Review Digest
Summarises a batch of store reviews into sentiment counts, ranked complaints and top requests.
Refund Case Ruling
Rules on a refund request against store policy and drafts the reply to the player.
Draft Ban Priorities
Returns the ban and pick priorities to take into the draft against a specific opponent.
Player Development Plan
Builds a one-to-one review with strengths, improvement areas and two measurable goals for a player.
Player Contract Summary
Extracts the key terms of a player contract into a labelled summary with clause references.
Press Answer Prep
Anticipates the interview questions a player or staff member will face and drafts answers.
Match Day Run Sheet
Converts a list of broadcast segments into a timed run of show with cues and crew.
Bracket Seeding Plan
Applies your seeding rules to a team list and returns the seed order and first-round pairings.
Match Dispute Ruling
Rules on a competition protest and drafts the notice published to both teams.
Sponsor Read Script
Writes a timed live sponsor read that opens with a clear paid-partnership disclosure.
Game Review Draft
Drafts a structured game review with headline, verdict and recommendation from playthrough notes.
Store Page Copy
Produces the short description, feature bullets and long description for a game's store listing.
Deck List Critique
Reviews a card-game deck list and returns its weak slots, matchup risks and suggested swaps.
Rank Climb Plan
Turns a player's self-assessment into a weekly practice plan with one measurable checkpoint.
Server Rules Draft
Writes the numbered rules and appeal line for a game community's chat server.
Patch Impact Brief
Turns the publisher's patch notes file into a briefing on what actually changes for your roster's picks and next scrim block.
Roster Eligibility Sweep
Reads your tournament registration export and flags every team entry that is incomplete or breaks the roster rules.
Sponsor Deliverable Ledger
Pulls every promise out of a signed sponsorship agreement into a dated checklist with an owner against each line.
Playtest Survey Rollup
Condenses a playtest survey export into the themes testers actually repeated, ranked by how often they came up.
Minor Consent Check
Checks an under-18 player's signed consent form for the details your event needs before the entry can be accepted.
Rulebook Question Desk
Answers a referee's in-match question from your own tournament rulebook and quotes the clause the ruling rests on.
Tech Rider Checklist
Converts an event technical rider into a load-in checklist of gear, specs and who is responsible for supplying each item.
Rules Quick Start
Rewrites a game manual into a one-page quick start a first-time table can follow without opening the book.
Scoreboard Shot Reader
Reads an end-of-match scoreboard screenshot into a clean stat table plus the one line that explains the result.
Overlay Legibility Audit
Scores a screenshot of your stream overlay for readability and lists what a phone viewer would fail to see.
Console Repair Intake
Turns the counter photo of a console or controller into the visible-damage notes that open the repair ticket.
Trade In Listing Draft
Writes the second-hand listing for a used game or console from its shelf photo, with an honest visible-condition line.
Bug Screenshot Writeup
Turns a QA screenshot of a visual glitch into a filled-in bug ticket a developer can pick up and action.
How an application works
- Choose the job
Each application covers one task of the trade, described in a sentence.
- Fill in its fields
Paste your notes, a message or a document extract into the fields the application asks for.
- Use the answer
Read a structured result you can copy, send or file, or fetch it through the Ultineo AI API.
Hand these jobs to Ultineo AI
Tell us which applications your team needs and we will open your access.
Questions about these applications
Yes. Each plan includes a number of applications you can customize, so their fields and instructions follow your own practice.
Only the content the fields ask for, such as notes, a message or a document extract. Share no more personal data than the task needs.
Yes. The Ultineo AI API launches any application your project can use and returns its answer once the run is finished.