You’re not sure where to start with AI
Organisations that want to adopt AI but are unsure where to start and need a clear picture of what’s realistic in the next 6–12 months.
Use this when you need structured thinking, stakeholder alignment, and clear next steps—not just ad‑hoc ideas about AI.
Organisations that want to adopt AI but are unsure where to start and need a clear picture of what’s realistic in the next 6–12 months.
Teams with multiple AI ideas across functions that need a structured, value‑vs‑effort framework to decide what to do first.
Leaders who have experimented with isolated PoCs and now need a cohesive roadmap that connects wins into a wider program.
Businesses that want AI strategy grounded in delivery realities—not just slideware or vendor hype.
Our AI consulting practice combines strategy, product thinking, and engineering depth. We start from your business goals and work backwards to the right mix of data, models, and workflows.
Discovery & Alignment
Stakeholder workshops to clarify objectives, constraints, and success metrics. Inventory of data sources and current tooling.
Use Case Prioritization
Shortlist and rank AI opportunities using a value vs. feasibility framework, with risk and compliance considerations built in.
Architecture & Experience Design
High‑level solution designs covering data flows, model choices, integration points, and user journeys.
PoC / MVP Planning
Define scope, timeline, and experiment design for first builds. Identify data needs, evaluation metrics, and rollout approach.
Fresh perspectives on technology, product delivery, and enterprise transformation.
We help companies and individuals build out their brand guidelines.

"The team understood our operational constraints and shipped a platform that finally gave our support engineers the tools they needed."
Stay ahead with Autolayer
Short, useful emails on building and scaling digital products — from architecture patterns and delivery playbooks to real-world lessons from our work with engineering teams.