How AgentTIM Works.

Step 01 of 06

Brief

You tell us who you want.

Geo, age, audience and budget — the brief takes minutes, not a deck.

Step 02 of 06

Curate

We screen thousands of apps and keep only the ones safe for your brand.

Every app passes AgentTIM's age-inference and compliance screen before it can carry your ads.

Step 03 of 06

Segment

We pick the audiences that convert — bettors, casino players, high-value users.

Behavioural and contextual segments built for iGaming, not borrowed from retail.

Step 04 of 06

Buy

Our trading agents buy the placement, impression by impression, at the right price.

Programmatic buying across our in-house seats, bid by bid, with no middle layers.

Step 05 of 06

Optimise

Every hour they move budget toward what's working and away from what isn't.

Spend follows results: apps that convert get more, apps that don't get cut.

Step 06 of 06

Results

You see every app, every number, every day. Nothing hidden.

Installs, FTDs and cost per deposit by app and by geo — the same numbers we see.

  1. 01

    Brief

    You tell us who you want.

  2. 02

    Curate

    We screen thousands of apps and keep only the ones safe for your brand.

  3. 03

    Segment

    We pick the audiences that convert — bettors, casino players, high-value users.

  4. 04

    Buy

    Our trading agents buy the placement, impression by impression, at the right price.

  5. 05

    Optimise

    Every hour they move budget toward what's working and away from what isn't.

  6. 06

    Results

    You see every app, every number, every day. Nothing hidden.

Under the Hood.

Inside AgentTIM's AI‑powered Age‑Inference pipeline — from thousands of candidate apps down to a hand‑picked, brand‑safe inventory. Scroll to walk through it.

Inside AgentTIM's AI Powered Age‑Inference pipeline — from thousands of candidate apps down to a hand‑picked, brand‑safe inventory. Scroll to dive into AgentTIM's neural core.

    ARCHITECTURE RECAP

    That's the Whole
    Architecture.

    AgentTIM doesn't guess. It identifies, scrapes, infers, validates, scores, filters, and reports — every step logged, every decision traceable. Here's the recap, side-by-side.

    1. 1

      App Input

      DSP / client uploads candidate list

    2. 2

      Intelligent Identification

      Platform detect · fuzzy match scoring

    3. 3

      Data Acquisition

      Metadata · reviews · multi-country iOS

    4. 4

      AI Age Inference (4 layers)

      Slang · Linguistic AI · Validation · Aggregation

    5. 5

      Risk Scoring

      Levels 1–5 with confidence metrics

    6. 6

      Whitelist & Filter

      UKGC / ASA / geo rules applied

    7. 7

      Final Inventory

      App + review level, fully auditable

    Multi-signal, not single-source

    The Age Inference Engine deliberately uses four cooperating layers — local slang detection, OpenAI psycholinguistic analysis, evidence validation, and weighted aggregation. No single layer can call an age on its own; they have to agree.

    Quality of evidence beats volume

    A short, generic review barely moves the needle. A long, specific, life-stage-heavy review counts for 20× more. That's how we avoid blanket over-classification while still catching real youth exposure.

    Conservative by design

    When data is too thin or signals conflict, AgentTIM downgrades confidence rather than guessing. Insufficient evidence pushes an app into Level 5 — flagged for review, not silently passed.

    Auditable end-to-end

    Every review's score, evidence tier, and contribution to the final tier is logged. Every app gets a row. Your finance team and compliance officers are looking at the same file.

    Built for regulated growth

    Tier-1 operators stay locked behind the strictest filters. Tier-2 and Tier-3 brands can dial the risk threshold up to scale faster — with full visibility on what they're buying.

    GET IN TOUCH

    Ready to Scale
    Your In-App Media?

    If you're spending on media and not seeing clear, attributable returns — we should talk.

    We build growth funnels with measurable KPIs, full spend and inventory transparency, and results that hold up to scrutiny.

    Join other high growth brands scaling their app acquisition & achieveing positive ROAS that beats all your other media spend.