18 case studies · two types of proof

We grow projects.
We build the tech that makes it possible.

Below you'll find two kinds of proof: growth results we've delivered for clients, and the technology infrastructure we've built ourselves. Together they show why Aylab is different.

1.5M
Wallets in 30 days
$1B+
Trading volume driven
37%
Lower CAC vs. rivals
10M+
App downloads
8
Production systems built

What we can do for you

AI deployment, agent workflows, chatbot builds, last mile deployment, production readiness, GEO expansion.

AI we built

Production AI systems Aylab engineered — trading bots, voice platforms, mobile apps, Telegram engines.

Growth results

Real outcomes for clients — wallets, volume, users, cost-efficiency — with the numbers to prove it.

What we can do for you
Services

What we can do for you.

Every service below is something we have built and delivered ourselves. Not a referral. Not a reseller.

Last Mile Deployment

Your app is built. We get it live in 48 hours.

You built with Claude, Bolt, Lovable, Cursor, or Replit. Now you are stuck on deployment. We take your repo and ship it to production with SSL secured, monitoring live, and a runbook written.

  • Deploy to AWS, GCP, Azure, Railway, or Render
  • SSL, env variables, process manager configured
  • Uptime monitoring and auto-restart on crash
  • CI/CD pipeline from GitHub — one-click deploys
  • Plain-English runbook for your team
  • 30-day support included on every deployment
AWSGCPAzureDockerCI/CD48h guaranteed
Pricing
$499
Launch and go live
$799
Production-ready + CI/CD
$999/mo
Agency retainer, 4 deploys/month
48h
Guarantee or full refund
AI Agents Deployment

Deploy AI agents that actually work in production.

We design, build, and deploy autonomous AI agents that integrate with your existing tools, APIs, and workflows — handling tasks end to end without human intervention.

  • Agent architecture design — single agent or multi-agent orchestration
  • Integration with your existing APIs, databases, and internal tools
  • Tool use, memory, and reasoning loop configuration
  • Production deployment with monitoring and fallback handling
  • Human-in-the-loop escalation for edge cases
ClaudeGPT-4oLangChainTool useOrchestration
Workflow Evaluation and Optimisation

Find where your AI workflows break down — then fix them.

Most AI integrations underperform because no one evaluated them properly. We audit your prompts, pipelines, and outputs — then rebuild the parts that are costing you accuracy, time, or money.

  • End-to-end workflow audit with failure mode analysis
  • Prompt engineering and chain-of-thought optimisation
  • Evaluation framework with automated regression testing
  • Latency and reliability benchmarking
  • Ongoing monitoring and improvement cadence
EvalsPrompt engineeringBenchmarkingPipelines
Token Cost Optimisation

Your AI bill is too high. We will cut it.

LLM inference costs compound fast at scale. We audit your token usage, restructure prompts and context windows, introduce caching where appropriate, and select the right model for each task — often cutting costs by 40–70% with no quality drop.

  • Token usage audit across all AI calls
  • Prompt compression and context window restructuring
  • Semantic caching for repeated or near-identical queries
  • Model routing — use cheaper models where quality allows
  • Cost dashboard with per-feature and per-user breakdown
Token auditCachingModel routingCost dashboard
Custom Development

Full-stack product engineering, end to end.

From Telegram bots to mobile apps to trading systems we build production-grade software from scratch. Smaller teams, faster delivery via AI-assisted development.

  • Mobile apps — iOS and Android (Flutter / React Native)
  • Backend APIs, databases, real-time systems
  • Telegram bots, mini-apps, Web3 wallet integrations
  • Admin panels, analytics dashboards, internal tools
  • AI-assisted development via Claude Code
FlutterNode.jsPythonReactWeb3
AI Deployment and Integration

Deploy AI into your product, support, or operations.

We deploy AI where it has the most immediate impact — whether that is a customer-facing chatbot, an internal operations assistant, a document processing pipeline, or a voice AI interface. We build, integrate, and optimise the full system.

  • AI chatbots — customer support, sales qualification, internal helpdesk (most common use case)
  • RAG pipelines — AI that answers from your actual content, not hallucinations
  • Live data integration — orders, inventory, CRM, and internal APIs connected
  • Voice AI interfaces — for customer calls, onboarding, or field operations
  • Document and data extraction — structured outputs from unstructured inputs
  • Auto-syncing knowledge — AI stays current within 24 hours of any content change
RAGGPT-4oClaudeVoice AILive dataChatbots
Use cases we deploy for
Customer support chatbot
Self-resolves queries, connects to live order and account data, escalates intelligently
Sales and qualification bot
Qualifies leads, answers product questions, books meetings directly into your CRM
Document and data extraction
Turns unstructured PDFs, emails, and forms into clean structured data automatically
Voice AI interface
Real-time voice agents for customer calls, onboarding flows, or field operations
Production Readiness

It works in dev. Does it hold up under real conditions?

Most apps that work are not production-ready. We audit your stack and close the gaps across security, performance, monitoring, and documentation so you can launch with confidence.

  • Security audit covering API keys, exposed endpoints, vulnerabilities
  • Load testing at 100 or more concurrent connections
  • Error monitoring and alerting configured
  • Backup and disaster recovery setup
  • Written runbook and handover documentation
SecurityLoad testingMonitoringDRRunbook
GEO Expansion

New markets. Faster than you would expect.

We have delivered growth across Southeast Asia, MENA, Japan, South Korea, and Western Europe. We adapt campaigns, infrastructure, and messaging for new markets without starting from scratch.

  • Market-specific campaign strategy and audience targeting
  • Localisation covering language, payments, and regional compliance
  • Regional infrastructure for data residency, CDN, and latency
  • In-market partnerships and distribution channels
  • Singapore specialisation — PDPA-aware, SGD pricing, IMDA path
SEAMENAJapanSingaporeLocalisation

Not sure which service fits?

Tell us what you are building, what is broken, or where you want to grow and we will tell you exactly what we would do.

Book a free call →
Part 1 — AI we built
Part 1 — AI we built

We don't just run campaigns. We build the AI.

These are production AI systems Aylab engineered from scratch — the same capability we bring to every client engagement. This is what separates us from agencies that only buy media.

AI platform · Real estate

Luxury real estate AI platform — voice-powered property discovery for high-net-worth buyers

An end-to-end AI platform enabling overseas high-net-worth individuals to discover luxury real estate through voice AI consultations, automated KYC, and intelligent preference matching. Full cross-platform mobile app (iOS + Android) with a Node.js backend — shipped in 8 weeks. Client anonymised by request.

What this proves to you

We can take a complex AI product — multi-language voice cloning, KYC compliance, LLM orchestration, and a two-sided marketplace — and ship it to production in 8 weeks using AI-assisted development.

Delivery snapshot
Timeline
8 weeks
Platforms
iOS + Android
Languages
EN · JP · ZH
Voice latency
<1.5s avg
What was built
Voice AI consultation with agent avatar and voice cloning
In-app KYC with passport + face matching
GPT-4o preference extraction and property matching
Agent monetisation dashboard and admin CMS
Trading bot

Arbium — multi-exchange futures & arbitrage bot

A fully autonomous marine/futures trading bot built from scratch. Handles cross-exchange order routing, position management, and arbitrage execution without human intervention.

What this proves to you

We don't just talk about trading — we've built and deployed live bots. Our exchange campaign strategies are informed by how real trading systems work.

Telegram platform

Instant Crypto — dual-sided campaign engine via Telegram

Clients launch and manage high-performance campaigns directly in Telegram — tracking participation, rewarding users, and boosting visibility. Users join campaigns, complete tasks, and earn instant crypto rewards.

What this proves to you

We built our own reward distribution infrastructure. This is the same engine that powers our client campaigns — giving us speed, control, and no middleman cost.

Telegram bot

Crypto reward bot — task & earn, wallet-native

A Telegram-native bot where users complete tasks and earn crypto rewards. Handles reward logic, wallet integration, and full user state management entirely inside Telegram — no app download required.

What this proves to you

We understand how to move users through a reward funnel inside Telegram — the most important channel in Web3 growth right now.

SaaS platform

Aylab platform — campaign & ad engine with full analytics

The operational backbone behind Aylab's growth-as-a-service offering. Enables full campaign lifecycle: impressions, CPC tracking, participation rates, conversion funnels, and multi-client management — live at platform.aylab.io.

What this proves to you

Every campaign we run for clients is measured on our own infrastructure. No black-box reporting — we own the data pipeline end to end.

Analytics

User tracking dashboards — cross-product acquisition visibility

Custom analytics dashboards built to aggregate users captured across all Aylab products and client campaigns. Unified real-time view of acquisition channels, retention, and engagement.

What this proves to you

We track what matters. When we report campaign results to clients, we're pulling from our own verified data — not platform estimates.

Part 2 — Growth results for clients
Part 2 — Growth results for clients

What we delivered. In numbers.

Every card follows the same format: the problem the client faced, what Aylab did, and the results we delivered. No vanity metrics — only outcomes that matter to a business.

Layer-1 / DeFiGlobal

1.5M wallets onboarded in 30 days — Aylab becomes #1 growth driver for a leading Layer-1

The problem

A fast-growing Layer-1 needed wallet adoption at scale to prove ecosystem viability to developers and investors — fast.

What Aylab did
  • High-volume wallet onboarding via crypto ad network
  • DeFi-native audiences already primed to use new chains
  • Optimised for wallet activation, not just impressions
Results delivered
1.5M
Wallets in 30 days
#1
Top growth driver
CEX / ExchangeGlobal

20K verified Web3 users for a Tier-1 CEX — at 37% lower cost than every other channel

The problem

A major exchange was overpaying per verified user. They needed volume without inflating CAC — a common trap in Web3 growth.

What Aylab did
  • Audited channel mix and identified cost inefficiencies
  • Traffic Loop targeting high-intent, KYC-eligible users
  • Incentives structured to drive KYC completion, not just sign-ups
Results delivered
20K
Verified users
37%
Lower CAC
DePINUS · Korea · Japan · W. Europe

World's first DePIN smartphone: concept to 1,000+ pre-orders with 2x Web2 conversion

The problem

Hardware launches in Web3 require real commitment — pre-orders — not just clicks. Web2 ads were the only benchmark.

What Aylab did
  • Refined rewards-driven CTA and simplified sign-up flow
  • Incentive-aligned activation across mobile and trading mini-apps
  • DePIN and trading community targeting in premium markets
Results delivered
2x
Conversion vs. Facebook Ads
1,000+
Pre-orders secured
Gaming / NFTJapan · US · W. Europe

NFT + GameFi platform: 50K users in 2 months — Aylab outperforms every channel

The problem

A Web2 IP-backed GameFi platform needed wallets, deposits, and NFT purchases in premium markets with a tight timeline.

What Aylab did
  • Pre-launch platform testing to identify drop-off points
  • Phased funnel: sign-up to login to deposit to NFT purchase
  • Outperformed Google, Meta, and influencer channels
Results delivered
50K
Users in 2 months
#1
Best channel overall
CEX / ExchangeMENA

$15M trading volume in MENA — in 2 weeks

The problem

Breaking into MENA crypto markets quickly with verifiable volume, not just sign-ups.

What Aylab did
  • MENA-specific targeting across Aylab's crypto network
  • Regional incentive structures for fast volume activation
Results delivered
$15M
Volume in 2 weeks
Layer-1 / DeFiGlobal

120K users delivered to a DeFi protocol via Tier-1 CEX onboarding

The problem

A leading DeFi protocol needed quality users — not airdrop farmers — who would actually deposit and participate.

What Aylab did
  • Pipelined verified users via Tier-1 CEX partnerships
  • Rewards structured for protocol participation and first tx
Results delivered
120K+
Quality users delivered
DePINGlobal

80K wallets for a DePIN Layer-1 — full ecosystem activation

The problem

A DePIN Layer-1 needed active wallet holders who would participate in the network long-term.

What Aylab did
  • DePIN-native audiences in high-engagement markets
  • Node participation incentives post wallet creation
Results delivered
80K
Wallets activated
DEX / DeFiGlobal

Polygon DEX acquires high-value traders and builds ecosystem trust

The problem

A Polygon DEX needed quality traders and credibility — not airdrop hunters — to attract developer integrations.

What Aylab did
  • Targeted verified on-chain traders with DEX history
  • Volume and referral incentives for high-value users
Results delivered
High-value
Traders, not farmers
Mobile / GamingSouth Asia

Cricket Fly reaches 10M downloads and builds a Web3-ready user base

The problem

A cricket gaming app needed explosive growth and a clear path to Web3 monetisation.

What Aylab did
  • Scaled mobile UA through high-engagement ad placements
  • Retention loops to maximise LTV and referrals
  • Web3-ready architecture for future token integration
Results delivered
10M+
Downloads
Web3
Ready
InfrastructureGlobal

Meme coin platform bootstrapped to wallets, transactions, and viral growth

The problem

A meme coin launchpad needed to prove liquidity and viral adoption from zero — without a token war chest.

What Aylab did
  • Bootstrapped early wallet and tx activity via incentive design
  • Viral referral loops triggered community-led growth
Results delivered
Viral
Growth loop activated
On-chain
Volume proven

See yourself in any of these?

Whether you're a CEX, Layer-1, GameFi, or DePIN project — we've done it before. Tell us your numbers and we'll show you what's realistic.

Discuss my project →
Part 2 — AI we built

Need custom AI alongside your growth campaign?

We can build the Telegram bot, the reward engine, the dashboard, or the AI platform — and run the campaign that fills it with users.

Let's scope it →

Your project. Our full stack.

Growth campaigns, AI builds, or both. Tell us what you need and we'll show you what we can deliver.

Talk to Aylab Read all case studies