From AI ambition to business results.

From AI ambition to business results.

We help enterprises decide where to apply AI, establish the structure to deliver it, and put solutions into operation.

Services

Services

The expertise to move your AI plans forward.

The expertise to move your AI plans forward.

We identify where AI can create the most business value and help you turn those opportunities into working solutions.

AI Opportunity Audit

Find the AI opportunities worth pursuing.

We map how work moves across your teams and systems, identify costly bottlenecks, and prioritize opportunities by business value and feasibility. You get a clear plan for what to implement first.

Embedded AI Team

Bring in the expertise to move from plan to production.

We work alongside your business and IT teams to select tools, design integrations, and manage implementation, with clear ownership and controls.

AI Solutions

Automate the workflows slowing your business down.

We build AI agents and automation solutions that work across your existing systems, reducing manual effort and increasing capacity.

AI Opportunity Audit

Find the highest-value AI opportunities.

Find the highest-value AI opportunities.

We assess your operations, identify the strongest AI opportunities, and define what to pursue first. You get clear priorities, business cases, and a practical roadmap.

Baseline

Map workflows, systems, and data to understand current performance and readiness for AI.

Baseline

Map workflows, systems, and data to understand current performance and readiness for AI.

Quantify

Identify where delays, errors, and manual work drive costs or limit revenue. Assess where AI can help.

Quantify

Identify where delays, errors, and manual work drive costs or limit revenue. Assess where AI can help.

Business Case

Estimate benefits, costs, and expected returns. Rank opportunities by business value and feasibility.

Business Case

Estimate benefits, costs, and expected returns. Rank opportunities by business value and feasibility.

Execution Roadmap

Define priorities, ownership, and timelines, with clear recommendations on what to buy, build, or improve.

Embedded AI Team

Build the capacity to execute.

Build the capacity to execute.

We work alongside your business and IT teams to guide decisions and coordinate delivery. From vendor selection to governance, we bring the expertise and structure to move AI initiatives forward.

Vendor & Tool Selection

Evaluate tools and partners against your business needs, technical requirements, and budget.

Vendor & Tool Selection

Evaluate tools and partners against your business needs, technical requirements, and budget.

Architecture & Integration

Define how AI solutions connect to your existing systems, data, and workflows.

Architecture & Integration

Define how AI solutions connect to your existing systems, data, and workflows.

Operating Model & Governance

Establish ownership, prioritize initiatives, and track costs and business results, with clear controls for responsible use.

AI Solutions

Put AI to work in your operations.

We build and integrate AI agents and automation solutions that execute workflows across your existing systems, reducing manual work, shortening turnaround times, and increasing capacity.

Built for your workflows

Designed around your processes, data, and systems, with human review and approvals where needed.

Built for your workflows

Designed around your processes, data, and systems, with human review and approvals where needed.

Measured by business results

Track improvements in cost, speed, accuracy, and capacity against an agreed baseline.

Measured by business results

Track improvements in cost, speed, accuracy, and capacity against an agreed baseline.

Supported through adoption

Test against real cases, prepare your teams, and refine performance as the solution enters production.

Case Studies

Case Studies

Three pilots. None in production. No clear ownership or governance, and a weak business case that failed to target the organization’s critical bottlenecks.

Strategy + Fractional AI CoE

A prioritized, investable AI roadmap with 6 ranked use cases and a clear path to $7M in recoverable revenue, backed by the ownership and governance to embed AI into core workflows and deliver measurable impact in production.

Three pilots. None in production. No clear ownership or governance, and a weak business case that failed to target the organization’s critical bottlenecks.

Strategy + Fractional AI CoE

A prioritized, investable AI roadmap with 6 ranked use cases and a clear path to $7M in recoverable revenue, backed by the ownership and governance to embed AI into core workflows and deliver measurable impact in production.

Your AI Transformation Partner.

Your AI Transformation Partner.

© 2026 Assembly, Inc.