Ash Lane

Ash Lane

Agentic AI Solutions Architect

Dubai · Open to Global & Remote

me@ash-lane.com

ash-lane.com

linkedin.com/in/ashlane

Phone: +971 58 517 8182

Professional Summary

Agentic AI solutions architect who can move from executive problem framing to technical architecture, proof, and implementation. I design credible agentic systems for enterprise workflows: scoped agents, tool access, human review, data boundaries, integrations, dashboards, and rollout plans. My background spans solutions consulting, enterprise demos, platform architecture, founder-level product delivery, and production AI workflow systems.

Core Skills

Discovery & Solution Design

  • Executive and operator discovery that turns business problems into feasible AI solution scopes
  • Reference architectures for agentic workflows, integration boundaries, controls, and rollout paths
  • Technical narratives that make risks, trade-offs, and success criteria clear to stakeholders

Proofs & Pilots

  • Hands-on prototypes, demos, pilots, and implementation plans that prove value without overselling magic
  • Prompt systems, structured outputs, retrieval, routing, review queues, and operator dashboards
  • Clear acceptance criteria, success metrics, and transition paths from pilot to production

Enterprise Architecture

  • Identity, tenancy, permissions, data contracts, auditability, observability, and compliance-aware design
  • React/TypeScript, Flutter/Dart, Node APIs, serverless functions, queues, Durable Objects, Firebase, SQL-backed services, and API integrations
  • CRM, messaging, roadmap, media, device, admin, and operational workflow coverage

Cross-Functional Delivery

  • Bridging product, engineering, sales, delivery, and customer success around realistic implementation plans
  • Documentation, enablement, handover, and field feedback loops
  • Turning lessons from deployments into reusable platform capabilities and sales assets

Director-Level Scope

  • Director-level ownership across product roadmap, delivery governance, stakeholder communication, vendor selection, budget trade-offs, and cross-functional operating cadence.
  • Experience leading product, engineering, operations, GTM, implementation, and partner teams through 0-to-1 launches, regional expansion, and platform scaling.
  • Translate founder, board, and executive priorities into OKRs, portfolio plans, hiring needs, delivery metrics, risk management, and customer-facing execution.

Professional Experience

Agentic AI Solutions Architect / Product Lead

Topolo Technology Inc

Mar 2022 – Present Global / Remote

Translate enterprise AI opportunities into credible architectures, proofs, implementation plans, and shipped product surfaces.

  • Designed reference architectures for AI-assisted CRM, roadmap intelligence, support operations, media workflows, admin tooling, device operations, developer onboarding, and workflow automation.
  • Built demos, prototypes, and production paths connecting buyer problems to cloud-native systems, operator experiences, and measurable business outcomes.
  • Defined solution boundaries across identity/OIDC, tenant data, service ownership, human review, observability, usage tracking, cost control, and customer-facing outcomes.
  • Connected AI gateway, billing, notification, CRM, roadmapping, admin, and developer-platform capabilities into practical implementation plans.
  • Produced technical narratives, implementation notes, and decision records that made complex AI systems easier for stakeholders to evaluate and trust.

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.

Technical Skills

AI Solution Patterns

Agent design, structured outputs, retrieval, embeddings, classification, workflow routing, human review, prompt/eval loops.

Technical Architecture

Node/TypeScript, React, Astro, Next.js, Flutter/Dart, Laravel/PHP, Vue, REST/GraphQL APIs, Firebase, PostgreSQL, MySQL, queues, Durable Objects, Cloudflare Workers/D1/KV/R2, Vercel, and Netlify.

Field & Delivery Assets

Discovery maps, demo flows, proof plans, implementation playbooks, architecture diagrams, runbooks, enablement docs, success metrics.

SaaS Tools & Platforms

CRM, GTM & Lifecycle

Salesforce, HubSpot, Pipedrive, Apollo, LinkedIn Sales Navigator, Mailchimp, Braze, Customer.io, WhatsApp Business API, Stripe, Google Ads, and Meta Ads.

Product, Analytics & Support

Jira, Linear, Notion, Confluence, Figma, Airtable, GA4, Looker Studio, Mixpanel, Amplitude, Hotjar, Intercom, and Zendesk.

Delivery, Cloud & AI

Git, GitHub, GitLab, Bitbucket, GitHub Actions, GitLab CI, CircleCI, Jenkins, Docker, Kubernetes, Terraform, CI/CD pipelines, Slack, Microsoft Teams, Google Workspace, AWS, Google Cloud/Firebase, Cloudflare, Vercel, Netlify, VPS/cPanel, PostgreSQL, MySQL, Sentry, Datadog, OpenAI API, Claude, Claude Code, Codex, Cursor, MCP, RAG, vector search, prompt/eval workflows, and agent tooling.

Selected Projects

  • Topolo platform: Edge-native business software ecosystem spanning identity/OIDC, developer onboarding, CRM, roadmapping, billing/payments, AI gateway, notifications, admin tooling, commerce, workflow automation, media operations, and customer support.
  • Platform infrastructure: Cloudflare Workers architecture with generated deployment manifests, staging/production targets, service-to-service auth, scoped JWT/JWKS authorization, CI/CD, D1/KV/R2/Vectorize/Queues/Durable Objects, and deployment orchestration tooling.
  • JustCook SaaS and JustFeed: Food-tech operations and mobile subscription platform covering ordering, inventory, recipes, procurement, routing, payments, lifecycle messaging, and reporting.