Metadata-driven ELT
Pipelines are generated from metadata, not hand-written. New sources land in days, documented from the first run.
ATLAS · data platform
The platform behind the Knowledge System
A metadata-driven data platform and quantitative intelligence engine. Automated ELT, near-real-time pipelines and analytics that turn raw data into decisions.
ODS→DDS→Data Mart→Monitor
ATLAS · LIVE MONITOR
ODS → DDS → MART
$8.4MRevenue TTM
42%Gross margin
1.2MMAU
Unit economicshealthy
KPI alignment98%
Mobile accesson
for Web3 · Fintech · SaaS · Marketplace · iGaming
Capabilities
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We build. You grow.
The technology and the methodology are ready in advance, which is why deployment runs several times faster than the market.
Auto-generated NRT Lambda
Near-real-time processing paths are produced automatically, so dashboards follow the business, not yesterday's batch.
Vector Mapping Engine
Source-to-model mappings maintained as data: transparent, versioned and reusable across domains.
Abstract Semantic Knowledge Base
The semantic layer AI reads: field meanings, methodology, business rules and exceptions.
Self-healing architecture
Quality control and recovery are built into the platform: failures are contained, not discovered in reports.
Mobile-first live monitoring
The numbers a CFO, COO and CRO need: live and accessible from a phone at any time.
Delivery & pricing
01 · ANALYSIS & DISCOVERY
02 · METHODOLOGY DESIGN
03 · ATLAS BI IMPLEMENTATION
04 · ONGOING SUPPORT
A working revenue & cost tool, ready in 2–3 months
USD 10–20k
1 month
- Business model & strategy review
- Financial plan & existing metrics
- Org structure & decision-making
- Interviews with key stakeholders
→ Diagnostic report
USD 10–20k
1 month
- Revenue factor analysis
- Transaction cost framework
- Unit economics & KPI system
- Management reporting structure
→ Agreed methodology
USD 20–30k
1–3 months
- Full build-out in ATLAS
- Data source integration
- Live dashboards & financial model
- CEO / CFO team onboarding
→ Tool ready
USD 2–5k/mo
Annual
- ATLAS platform maintenance
- Version updates
- Ad-hoc financial consultations
- Metrics & KPI monitoring
→ Runs independently
FULL BUILD: USD 50–60K · 2–3 MONTHS
IN-HOUSE CFO ALTERNATIVE: USD 10–15K / MONTH
Contact
Let's start with a 30-minute call
Tell us where the numbers hurt. We'll show you what a working management tool looks like for your business.
msm.smart.expertise@gmail.com
+971 54 353 6631
Dubai, UAE · DMCC Business Center