AM
ENES

Expertise

Six disciplines that only work when they run together.

Transformation programmes fail at the seams: between the platform and the P&L, between the AI pilot and the operations floor. These are the seams I work in.

Business TransformationAI & Autonomous NetworksData & Digital PlatformsEnterprise EngineeringRegulatory & ComplianceM&A, Investment & Partnerships
01

Business Transformation

Rewiring how an enterprise delivers: organization, platform, and operating model together. Transformation only counts when it shows up in the financials.

  • Large-scale platform modernization across network and IT estates
  • Operating-model redesign paired with platform consolidation
  • Value-based delivery governance from business case to run-rate
02

AI & Autonomous Networks

An enterprise AI operating model, not a pilot: AI and ML in production moving operations from reactive to predictive, with supervised closed-loop operations today and autonomous remediation as the goal. Shipped by cross-functional teams, never by a lone lab.

  • Multiple AI use cases across network operations, from concept to delivery
  • ML-driven observability and self-healing platforms for predictive ops
  • Multi-agent open- and closed-loop models targeting Level 3 autonomy
  • Data science, platform, and network operations working as one team
  • Data platforms → ML models → multi-agent architecture → human supervision → closed-loop operations
03

Data & Digital Platforms

Open-source-first data lakes and global data platforms that turn ~12+-hour reporting cycles into ~15-minute decisions.

  • Global data platforms architected for Verizon Network Services
  • Network-performance data latency cut from ~12+ hours to under ~15 minutes
  • Large data lakes built on open-source products, displacing licensed COTS
04

Enterprise Engineering

In-house product engineering that displaces expensive COTS licensing and returns control of the roadmap to the business.

  • Directed in-house product builds that replaced high-licence COTS platforms
  • Engineering, supply chain, and partner ecosystems optimized together
  • Delivery efficiency, resilience, and cost performance as one scorecard
05

Regulatory & Compliance

Operating inside regulated, public-company constraints without letting compliance become the reason nothing ships.

  • Compliance-aware architecture for regulated telecom environments
  • Auditability designed into data platforms from day one
  • Risk posture balanced against delivery velocity
06

M&A, Investment & Partnerships

Technical due diligence, post-merger integration, and executive partnerships that compress time-to-value.

  • Led technological due diligence and post-merger integrations
  • Synergistic platform consolidation to accelerate time-to-value
  • Executive collaborations with Google, AWS, Ericsson, Nokia, Samsung

Ecosystem

Executive collaborations that shipped something.

Partnership work at enterprise scale is less about the logo and more about whether the joint roadmap survives two quarters.

Google
AWS
Ericsson
Nokia
Samsung

Advisory

Conversations can start with one badly-scoped programme and a number nobody believes.

Platform strategy, AI operating models, data architecture, or a transformation that has stalled. Happy to look at it.

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