The Market Concepts

PILLAR 01 · AI CONSULTING & WORKFLOW TRANSFORMATION

AI built into how the work gets done.

For organisations that know AI could improve productivity, but not where to start or how to implement it safely.

THE CONTEXT

McKinsey’s 2025 global survey found that 88% of organisations use AI in at least one function, yet only 39% report any impact on profit.1 MIT’s Project NANDA found that 95% of organisations saw no measurable return from generative AI, mostly because the tools were never built into daily workflows.2

OUR APPROACH

We start with the work itself. We sit with the people who handle enquiries, quotes and reports, map what they do each day, and decide task by task what AI should do, what simple automation can handle, and what must stay with a person. Then we build it into the tools your team already uses and track response time, conversion and hours saved.

SERVICES AND PAPERS

Five services. One researched paper for each.

Each paper sets out the market context, the common problems, our approach, what you receive and how success is measured, with every figure sourced.

PAPER 01 · AVAILABLEAI Opportunity AuditFinding where AI will pay back first. A review of workflows, inefficiencies, automation opportunities, data and risks.Read the paper → PAPER 02 · AVAILABLEAI Workflow ImplementationRedesigning the work, not just adding a tool. One or more tested workflows, integrated with the tools you already use.Read the paper → PAPER 03 · AVAILABLEAI Agent DevelopmentAssistants that do real work, with people in control. Purpose-built for enquiries, internal knowledge, reporting or support.Read the paper → PAPER 04 · AVAILABLEAI Adoption & TrainingGetting your people to use AI well, and safely. Training, SOPs, governance and responsible-use guidelines.Read the paper → PAPER 05 · AVAILABLEManaged AI OperationsKeeping AI working after launch. Monitoring, maintenance, improvements and ongoing support.Read the paper →

SOURCES

  1. McKinsey, The State of AI in 2025
  2. MIT Project NANDA, The GenAI Divide: State of AI in Business 2025 (reported by Virtualization Review)

Not sure where AI fits in your business?

Start with the audit paper, or tell Atlas what you are working on.

Read Paper 01Talk to Atlas