Industry Solutions & Regulatory Engineering · 6 Core Sectors

Domain-Specific AWS & Data Architecture for Regulated, High-Velocity Industries.

Enterprise cloud initiatives fail when generic reference architectures meet 20-billion-record telecom firehoses, rail safety regulations, or banking audit committees. We bring direct principal experience inside six demanding industry verticals.

01Telecom & Media 02Industrial IoT & Mobility 03Banking & FinTech 04Private Equity & B2B SaaS 05Retail & Supply Chain 06Public Sector & Defense

Vertical 01 · Telecom & Digital Media 3GPP · GDPR · KVKK · Sovereign Data

National-Scale DPI Telemetry & Subscriber Intelligence

Tier-1 telecommunications carriers generate tens of billions of Deep Packet Inspection (DPI), Call Detail Record (CDR), and RAN events every day. Conventional JVM/Spark clusters choke on GC pauses and burn millions in compute just to land raw files.

Zero-Copy C++/PyArrow Ingestion: Sustains ~300,000 records/sec per worker under 80 MB RAM across 200,000+ daily files (20.5B records/day), cutting EL windows from 14.5h to 3.5h.
Hybrid Data Vault 2.0 Subscriber Lakehouse: Auditable customer 360, churn prediction, and real-time ARPU attribution built with dbt and automate-dv-kimball.
Agentic Telecom Engineering: FastMCP and Loop Engineering workflows enabling 10x faster data product delivery across 50M+ subscriber bases.

PyArrow C++ Apache Iceberg dbt Data Vault 2.0 FastMCP Agents

Pedigree: Türk Telekom (50M+ Subscribers) Read Case Study →

Vertical 02 · Industrial IoT, Rail & Mobility ISO 27001 · NIS2 · Safety-Critical

Fleet Digital Twins & Predictive Maintenance at 50M+ Files/Day

Modern rail fleets, connected vehicles, and industrial assets stream millions of deeply nested JSONL and binary diagnostic payloads daily. Delayed ingestion means missed fault prediction and costly unscheduled asset downtime.

Event-Driven AWS IIoT Backbone: AWS IoT Core, Kinesis Data Streams, Lambda, ECS, and S3 orchestrated across 60+ microservices with 400% throughput headroom.
Automated Schema Evolution & Data Vault 2.0: Resilient ingestion of heterogeneous sensor firmware versions into Snowflake and Iceberg without breaking downstream digital twins.
Predictive Fault & SLA Analytics: Sub-minute anomaly detection supporting multi-billion-pound rolling stock maintenance contracts.

AWS IoT Core & Kinesis Snowflake Data Vault 2.0 60+ Microservices

Pedigree: Siemens Mobility (£1.6B UK Rail) Read Case Study →

Vertical 03 · Banking, Capital Markets & FinTech PCI-DSS · SOX · DORA · Basel III

Audit-Traceable Financial Data Platforms & Licensing FinOps

Financial institutions face a dual mandate: prove immutable, column-level lineage to regulators while reining in runaway cloud and commercial database licensing costs.

Regulatory Data Vault 2.0 Architecture: Immutable Raw Vault history with deterministic Point-in-Time (PIT) reconstruction for SOX, PCI-DSS, and central-bank audits.
Commercial Database Core FinOps: Hard-partitioned virtualization and workload consolidation cutting Oracle EE & SQL Server core licenses by 85% (>£1M/yr saved).
High-Concurrency Risk & Treasury Pipelines: Mission-critical ETL/ELT engineering across 200+ database instances with zero-data-loss replication.

AWS Control Tower KMS & PrivateLink Oracle / SQL FinOps Data Vault 2.0

Pedigree: Bank of America Merrill Lynch · İş Bankası Read Case Study →

Vertical 04 · Private Equity, M&A & B2B SaaS SOC 2 Type II · HIPAA · ISO 27001

Post-Merger Cloud Carve-Outs, 1,000x CI/CD & SaaS Unit Economics

During private equity carve-outs and hyper-growth SaaS scaling, engineering leaders must decouple entangled infrastructure, pass security audits, and defend gross margin per tenant.

Security-Accredited Golden AMI Factories: HashiCorp Packer + Terraform + Jenkins/GitHub Actions pipelines that compress regulated release cycles from 6 weeks to 6 minutes (1,000x).
Multi-Tenant Cloud & AI Cost Attribution: Recover ~22% of unattributed AWS spend and enforce per-tenant LLM token caps via tokener.
M&A Technical Due Diligence: Pre-close AWS architecture, database licensing, and AI unit-cost audits for PE operating partners.

Packer Golden AMIs Terraform tokener LLM FinOps M&A Carve-Out

Pedigree: Yahoo Inc. ($5B Apollo M&A) Read Case Study →

Vertical 05 · Global Retail & Supply Chain PCI-DSS · Global Omnichannel

Zero-Crash Merchandising, Inventory & Demand Lakehouses

Global retailers running thousands of stores cannot afford overnight batch crashes that leave merchandising and supply-chain planners blind on Monday morning.

Legacy T-SQL to dbt / DuckDB / Polars Refactoring: Decomposed 15,000+ lines of fragile, monolithic stored procedures into modular, CI-tested pipelines with 100% crash elimination.
Omnichannel Inventory & Pricing Marts: Automated Hybrid Data Vault 2.0 + Kimball star schemas powering SKU-level margin and replenishment analytics.
Peak-Season Autoscaling: Cost-aware compute isolation ensuring Black Friday / seasonal bursts never starve executive reporting.

dbt Core DuckDB & Polars Kimball Star Schema Zero-Crash ELT

Pedigree: LC Waikiki (Global Fashion Retail) Read Case Study →

Vertical 06 · Public Sector, Defense & GovTech UK Official-Sensitive · Sovereign Cloud

Air-Gapped Intelligence Migrations & National Revenue Platforms

Law enforcement, municipal governments, and national revenue authorities require zero-data-loss migrations, strict data sovereignty, and extreme transactional throughput.

High-Security Intelligence Cutovers: Executed an 80 TB zero-data-loss law-enforcement data migration for the UK Metropolitan Police under Lockheed Martin.
National Revenue & Customs Scale-Up: Scaled sovereign tax and customs data platforms 19x while delivering a 900% transaction throughput boost.
Municipal Citizen Data Lakes: Unified fragmented public-sector housing, social care, and finance systems into governed AWS analytics platforms.

80 TB Cutover AWS Sovereign Controls 19x Platform Scale Zero Data Loss

Pedigree: Lockheed Martin · LB of Hackney · Techno Brain Read Case Study →

Audit-Ready By Design

Regulatory Framework to AWS Architectural Control Matrix.

We don't treat compliance as a spreadsheet exercise at the end of a project. Every regulatory requirement is enforced directly in Terraform, IAM, KMS, and Data Vault metadata.

Regulatory Regime	Primary Verticals	AWS Native Controls Enforced	Archeon Cloud Engine (ACE) IP Applied
SOC 2 Type II & ISO 27001	B2B SaaS, IIoT, FinTech, PE Portfolios	AWS Control Tower, SCP guardrails, IAM Identity Center, Security Hub CIS benchmarks, CloudTrail immutable audit logs, AWS Config drift rules	Packer Security-Accredited Golden AMIs (6w → 6m release accreditation); Terraform baseline modules
HIPAA & BAA Readiness	HealthTech, BioTech, Clinical AI	Customer-managed AWS KMS keys, VPC PrivateLink (zero public internet traversal for Bedrock/RDS), encrypted EBS/S3, strict PHI bucket policies	Self-hosted `tokener` inside private VPC subnets so PHI prompts never touch third-party SaaS proxies
PCI-DSS v4.0 & SOX / DORA	Banking, Capital Markets, Global Retail	Dedicated CDE AWS accounts, AWS Network Firewall, WAF, GuardDuty, automated backup vault locks, deterministic multi-AZ/multi-region failover	Hybrid Data Vault 2.0 (`automate-dv-kimball`) providing immutable, timestamped, source-attributed audit trails for every financial record
GDPR, KVKK & GCC Data Sovereignty	Telecom, European & MENAT Enterprise	Regional residency pinning (`eu-west-2`, `eu-central-1`, `me-central-1`), Macie PII discovery, Lake Formation column/cell-level masking	PII-isolated Satellite splits in Data Vault 2.0 enabling cryptographic right-to-erasure without corrupting historical fact tables
UK Official-Sensitive & Sovereign GovTech	Defense, Policing, National Revenue, Local Gov	Air-gapped / Direct Connect transfer pipelines, FIPS 140-3 KMS HSMs, cryptographic row-hash reconciliation across every migration batch	Proven 80 TB zero-data-loss policing cutover harness & automated reconciliation runbooks

Operating under a strict regulatory deadline or preparing for an enterprise audit?

Speak directly with a principal architect who has delivered under UK Official-Sensitive, SOX, PCI-DSS, GDPR, and $5B M&A InfoSec mandates.

Book a 30-Minute Compliance & Architecture Review →