Cloudwalker Solutions

Stop waiting for reports.
Ask your data anything.

Echo is Cloudwalker's conversational analytics engine for iGaming operators. Decision-makers ask questions in plain language — Serbian or English — and get instant, accurate answers from live operational data.

Echo — live session Connected

What is Echo

Your data warehouse, finally speaking your language

Echo connects directly to the Amazon Redshift data warehouse Cloudwalker already manages for you. Instead of waiting for a dashboard or a ticket to be resolved, your team types a question and gets the answer — in seconds.

Designed specifically for the iGaming domain, Echo understands the terminology your operators use every day: GGR, tiket, kvota, uplatno mesto, igra. No SQL knowledge required.

Bilingual by design
Ask in Serbian or English. Echo responds in the same language with full understanding of local iGaming terminology.
Live operational data
Queries run against your production Redshift warehouse in real time — the same data your BI team uses, with no duplication.
100% AWS — data never leaves
Every component runs within AWS eu-central-1 (Frankfurt). No third-party model providers, no data leakage risk.

Core capabilities

Built for the questions operators actually ask

01

Bilingual conversations

Ask in Serbian or English. Echo responds in the same language with full understanding of local iGaming terminology — uplatno mesto, tiket, kvota, igra, podigra.

Serbian English Domain-aware
02

Multi-turn dialogue

Refine your question across multiple turns. Echo remembers context — "Show me that breakdown by region" works naturally after an initial query.

Context memory Follow-up questions
03

Domain-aware SQL

Echo generates Redshift-compatible SQL using your actual schema — correct joins, date handling, NULLs, and GGR calculations built in from day one.

Redshift SQL Schema-aware RAG
04

Role-based context

CEO sees the full picture. Retail managers see their locations. CRM managers see player activity. Each role gets a tailored experience and data scope, enforced at the prompt level.

CEO / CFO Retail Manager CRM
05

Multi-operator ready

A single Echo deployment serves multiple operator clients with isolated data, custom prompts, and separate session histories — no cross-contamination between clients.

Data isolation Custom prompts Multi-tenant
06

Full domain coverage

Sports betting, casino, player financials, retail network, CRM activity — Echo spans all operational domains because real questions don't respect category boundaries.

Sports Casino Retail Players

How it works

From question to answer in seconds, not days

Step 01 — 02
Ask & Understand
Type a question in Serbian or English — the way you'd ask a colleague. Echo's AI agent clarifies ambiguity, identifies the right tables and joins, and maps your business terms to your actual data model.
Step 03
Query
A precise, optimized SQL query runs against your Redshift warehouse — the same production data your BI team uses, executed in real time with no intermediate copies.
Step 04
Answer
You get a clear, formatted response with numbers, context, and the option to dig deeper with follow-up questions — all in the same conversational thread.

Built for decision-makers

Every role asks different questions. Echo understands all of them.

CEO / General Manager

"What's our total GGR this month vs. the same period last year?"

Company-wide performance, cross-domain trends, executive-level KPIs.

CFO / Finance

"Which locations have a payout ratio above 95% this week?"

Financial risk, transaction volumes, margin analysis, anomaly detection.

Retail Manager

"Koji su mi top 5 šaltera po broju tiketa danas?"

Location performance, cashier activity, footfall patterns for their territory.

CRM Manager

"How many new players registered this month who also placed a first bet?"

Player lifecycle, acquisition funnels, activation and retention metrics.

COO / Operations

"Show me locations with no ticket activity in the last 3 hours."

Operational health, network uptime, real-time activity monitoring.

Sports Trading

"Top 10 events by handle this weekend — which sport led?"

Betting volumes by sport, market, and event; odds performance analysis.

2
Languages — Serbian and English, natively
6+
Operator roles with tailored data scopes
100%
AWS-native — data stays in eu-central-1
<5s
Typical question-to-answer latency

Built on AWS

Amazon Bedrock Amazon Redshift AWS Lambda Amazon API Gateway AWS Amplify Amazon S3 AWS CloudFormation Amazon Cognito Bedrock Knowledge Bases Bedrock Agents AWS Step Functions

Ready to hear what your data has to say?

Echo is available as a limited preview for existing Cloudwalker clients. We'll run a live demo on your data, with your actual questions.