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Ash Lane

Ash Lane

AI Transformation Engineer

Dubai · Open to Global & Remote

[email protected]

ash-lane.com

linkedin.com/in/ashlane

WhatsApp: +971585178182

Profile

AI transformation engineer focused on practical enterprise adoption: identifying operational bottlenecks, redesigning workflows, and shipping AI-assisted systems that teams can actually use. I bridge strategy and implementation across discovery, data/process readiness, agentic workflows, integrations, operator interfaces, rollout plans, and governance. The common thread is turning messy business process into controlled, measurable, AI-enabled operating capability.

AI Transformation Focus

Opportunity Mapping

  • AI readiness assessments, workflow audits, pain-point mapping, and value-case prioritisation
  • Separating process, data, tooling, and adoption blockers before choosing an AI pattern
  • Building transformation roadmaps that move from pilot to production capability

Workflow Redesign

  • Operational process mapping across sales, marketing, delivery, planning, media, device, and admin work
  • Human approval, escalation, and audit designs for sensitive or high-impact decisions
  • Data contracts, service boundaries, and ownership models for AI-enabled workflows

Implementation Delivery

  • Cloudflare-native applications, APIs, queues, storage, dashboards, and internal tools
  • LLM systems using structured outputs, retrieval, classification, summarisation, and routing
  • Integration patterns across CRM, messaging, analytics, product, and operational systems

Change & Adoption

  • Operator training, runbooks, stakeholder alignment, and handover rituals
  • Success metrics tied to cycle time, decision quality, error reduction, and throughput
  • Governance practices that keep transformation work grounded in business outcomes

Experience

AI Transformation Engineer / Platform Lead

Topolo Technology Inc

Mar 2022 – Present Global / Remote

Turned fragmented business operations into connected AI-ready workflows, platform services, and adoption paths for a multi-product technology ecosystem.

  • Identified high-leverage automation opportunities across CRM, planning, media, device control, content, admin, and go-to-market workflows.
  • Converted operational processes into platform capabilities with shared identity, service boundaries, tenant-aware data models, and repeatable delivery patterns.
  • Designed AI-assisted workflows with practical governance: human approval, traceable outputs, constrained tool access, and clear escalation paths.
  • Built Cloudflare-native applications and control surfaces that connected strategy, workflow design, implementation, and operator adoption.
  • Maintained documentation and implementation playbooks so transformation work could move from experiment to repeatable operating capability.

Automation & Product Systems Lead (Founder)

Fresh Ventures – Livefreshr, JustCook, JustFeed

Mar 2014 – Present Dubai, UAE

Owned product and automation systems for a vertically integrated food tech stack spanning consumer, operational, and SaaS layers.

  • Designed and implemented JustCook SaaS, an end-to-end platform for meal kit operations including orders, inventory, recipes, procurement, routing, reporting, and operational workflows.
  • Translated kitchen, logistics, customer-service, and marketing constraints into software and automations that reduced manual effort and operational error.
  • Connected campaign, CRM, order, and product data so decisions could move faster across operations, marketing, and delivery teams.
  • Shipped customer and internal tools across Flutter, Laravel/Vue, lifecycle messaging, analytics, and decision-support workflows.

Solution Consultant / Project Manager

XpertLearning

Feb 2013 – Sep 2016 UAE

Implemented enterprise learning and talent management platforms, bridging client workflows, technical integration, and vendor product constraints.

  • Served as the first Cornerstone OnDemand certified solution consultant in the GCC, leading discovery, configuration, integrations, and deployments for major regional clients.
  • Owned RFP responses, solution demonstrations, admin training, workflow mapping, and post-launch optimisation for performance, learning, and talent products.
  • Converted real-world client usage patterns into vendor enhancement requests, reporting improvements, and operational playbooks.

Mid-Market Sales Manager / TPP Partnerships Manager

Cvent

Apr 2019 – Mar 2021 Dubai, UAE

Brought a product-minded and data-led approach to selling event technology platforms into the Middle East market.

  • Drove consultative discovery, tailored demos, workflow mapping, and product-qualified opportunities for enterprise and mid-market event teams.
  • Partnered with product, SDR, and implementation teams to turn pipeline signals, customer constraints, and regional requirements into successful deployments.
  • Built credibility with both commercial and technical stakeholders by connecting event operations, integrations, reporting, and adoption outcomes.

Transformation Stack & Methods

Transformation Methods

Workflow audits, AI readiness scoring, roadmap design, implementation playbooks, governance models, adoption planning, success metrics.

AI & Data Patterns

Structured outputs, retrieval, classification, summarisation, routing, CRM enrichment, event-driven workflows, analytics feedback loops.

Delivery Stack

Cloudflare Workers, D1, KV, R2, Queues, React, TypeScript, Astro, Flutter, Laravel/Vue, dashboards, docs, and runbooks.