Stratos - Modern Data Stack

Modern Data
Operating System

Prepare your company for AI: structure your datastack to unlock your data's full potential

Soufiane

"The right data stack isn't just infrastructure—it's the bedrock of AI success. Without clean, accessible, well-governed data, even the most sophisticated AI models will fail to deliver value."

Soufiane Taabani Data Architect at Stratos
// ARCHITECTURE

Medallion Pipeline

We build your modern data stack

INGEST
VALUE
LAYER 01

Bronze (Raw)

Raw ingestion with full historical preservation. Total traceability without alteration.

JSONParquetBlob Storage
LAYER 02

Silver (Clean)

Cleaned, deduplicated, and structured data. Application of business rules.

dbtSparkDelta Lake
LAYER 03 / PRODUCTION

Gold (Aggregated)

Dimensional models ready for consumption. Pre-calculated KPIs for minimal latency.

Bi-ReadyStar Schema
// INFRASTRUCTURE USE CASES

Use Cases for Mid-Cap Companies

Scalable data foundations designed for growth and AI readiness.

Data Quality & Governance

Implement automated monitoring systems that detect inconsistencies and errors across critical business data.

Unified Data Integration

Connect CRM, ERP, and financial systems into a centralized data warehouse or data lake.

Data Enrichment

Enhance internal datasets with external market intelligence and industry benchmarks.

AI-Ready Architecture

Build foundational data infrastructure that supports ML initiatives: clean training datasets and feature stores.

Master Data Management

Create a centralized system for managing critical master data entities across multiple systems.

Real-Time Streaming

Deploy streaming infrastructure to capture and process events in real-time from IoT and applications.

Is Your Data Stack AI-Ready?

Make sure your data foundation is ready for AI with our Data Stack Audit.

Assess My Stack
// ANALYTICS

Intelligence Layer

Decision-making powered by real-time monitoring and reporting.

C-Level Dashboards

Holistic vision and financial health.

Real-time Monitoring

Operational alerting and anomaly detection.

REVENUE_Q3_OVERVIEW
Total Processed 1.2 PB
Uptime 99.99%
Query Latency < 20ms

Our Assessment Covers:

  1. Technology Stack and Architecture Review
    • Mapping of infrastructure, tools, and interconnectivity.
    • Identification of obsolescence, redundancies, and scalability limits.
    • Evaluation of risks tied to performance, security, and compliance.
  2. Budget and Resource Allocation Benchmarking
    • Analysis of IT and tech budgets across departments.
    • Benchmarking spend and staffing levels against best-in-class peers.
    • Highlighting over- and under-invested areas.
  3. Process and Delivery Maturity Scan
    • Review of key business and operational processes (Finance, Sales, Operations, etc).
    • Identification of gaps in automation, data flows, and system alignment.
    • Evaluation of cross-functional collaboration and bottlenecks.
  4. Governance and Change Readiness
    • Assessment of project ownership, leadership engagement, and accountability.
    • Identification of silos and lack of process control.
    • Readiness score for transformation initiatives or upcoming integrations.
  5. Roadmap and Quick Wins
    • Prioritized 12–24 month roadmap for remediation and optimisation.
    • Clear articulation of compliance actions, quick wins, and long-term levers.
    • Alignment with strategic goals and investment thesis.
Benefits for Clients:
  • Clarity on where you stand versus the market and your ambitions.
  • A practical, ROI-driven roadmap for the next 12–24 months.
  • Reduced operational risk ahead of transformation or M&A.

This assessment provides the board with an actionable view of tech maturity and scalability—turning hidden risk into controlled execution.

Our services

We offer a range of strategic services.

Comprehensive suite of services designed to help organizations navigate complex Tech & Data landscapes to achieve their goals.

We deliver a full-stack audit of your tech, processes, and budget—benchmarking maturity, surfacing risks, and outlining a 24-month prioritized roadmap.

We deliver a full-stack audit of your tech, processes, and budget—benchmarking maturity, surfacing risks, and outlining a 24-month prioritized roadmap.

We deliver a full-stack audit of your tech, processes, and budget—benchmarking maturity, surfacing risks, and outlining a 24-month prioritized roadmap.

We deliver a full-stack audit of your tech, processes, and budget—benchmarking maturity, surfacing risks, and outlining a 24-month prioritized roadmap.

Ready to drive better returns?

Partner with Stratos to secure your Tech & Data roadmaps, derisk execution, and maximize value creation across your portfolio.

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