AI-DRIVEN EFFICIENCY & TRANSFORMATION

Turn AI into efficiency, productivity, and business value.

We help organizations identify, prioritize, and implement artificial intelligence opportunities to reduce costs, transform processes, increase productivity, and improve decision-making.

AI chip showing business impact: +32% potential savings in IT spend, -28% cost reduction and +45% process improvement

THE CHALLENGE

AI is already on the agenda. The challenge is delivering results.

Organizations are accelerating AI adoption, but moving from isolated experiments to concrete results takes much more than adding new tools.

  • Pilots With No Measurable Value

    Scattered initiatives with no portfolio, metrics, or business case.

  • Processes That Didn't Change

    AI layered onto existing processes without rethinking how work gets done.

  • Untapped Productivity

    Internal teams and vendors that aren't yet taking full advantage of new automation and AI capabilities.

  • Unprepared Data and Systems

    Fragmented information, limited integrations, and legacy systems.

  • Governance and Risk

    Shadow AI, uncontrolled tools, permissions, security, and compliance.

  • Rising Costs

    Licenses, models, tokens, infrastructure, and agents without financial discipline.

OUR APPROACH

From experimenting with AI to transforming how your organization operates.

RD combines strategy, technology, processes, and execution to identify where AI can create the most value, and supports your organization from the initial opportunity through to capturing results.

01 · Strategy

AI Strategy & Roadmap

Define where AI can create value.

We build an AI strategy and roadmap aligned with IT and business priorities, turning scattered opportunities into a prioritized portfolio of initiatives.

  • Opportunity identification
  • Business cases
  • Use case portfolio
  • Implementation roadmap
  • Impact and effort prioritization
  • Required capabilities and architecture

Outcome: a concrete, executable agenda that directs AI investment toward the highest-value opportunities.

02 · Savings

AI Savings & Optimization

Use AI to identify and capture efficiencies.

We analyze IT spend, contracts, services, and processes to identify AI-powered cost reduction and productivity opportunities.

  • Contracts and vendors
  • Applications and legacy systems
  • Cloud and infrastructure
  • Internal and external team productivity
  • Licensing and SaaS
  • Manual and repetitive processes
  • Shadow IT
  • Consumption and demand

From potential to real savings: we don't stop at identifying opportunities — we support implementation and measure the results achieved.

15–45%Efficiency potential based on the spend structure analyzed.
90 daysFirst savings opportunities.
03 · Readiness

AI Maturity & Readiness

Is your organization ready to scale AI?

We assess your organization's maturity level and the capabilities needed to move from isolated initiatives to structured AI adoption.

  • Strategy
  • Architecture
  • People and skills
  • Technology
  • Processes
  • Security
  • Data
  • Governance

Deliverables: AI Maturity Matrix (current maturity level by dimension), Gap Analysis (gaps limiting adoption), and Readiness Roadmap (a prioritized plan to build the required capabilities).

04 · Transformation

Process Transformation with AI

Don't automate inefficient processes. Redesign them.

We analyze end-to-end processes to identify how AI can transform the way work gets done.

  • Which tasks to eliminate
  • Which decisions to improve with data
  • Which tasks to automate
  • Where to use agents
  • Which activities to assist with AI
  • Where to keep human involvement

Applications: IT, Finance, Procurement, HR, Operations, Legal, Internal Support, and Document Management.

05 · Agents

AI Agents & Automation

Take automation to the next level.

We design and implement agents and automations that can execute tasks, query information, interact with systems, generate deliverables, and escalate exceptions to people.

  • Analytics agents

     â€” Analyze large volumes of information and generate insights.

  • Operational agents

     â€” Execute tasks and coordinate activities across systems.

  • Support agents

     â€” Answer questions, triage requests, and resolve cases.

  • Knowledge agents

     â€” Access corporate information and deliver contextual answers.

Design principle: AI where it adds speed, human-in-the-loop where it adds judgment and control.

06 · Governance

AI Governance

Scale AI without losing control.

We design the governance model you need to use AI securely, responsibly, and cost-effectively.

  • Policies and standards
  • Security and permissions
  • Use case classification
  • Data management
  • Roles and responsibilities
  • Human-in-the-loop
  • Risk management
  • Vendor and model governance
  • Solution monitoring
  • AI FinOps

Innovation with control: the goal isn't to block AI adoption, but to set different levels of governance based on each solution's risk, autonomy, and impact.

OUR METHODOLOGY

From opportunity to outcome.

A structured process to turn AI opportunities into measurable results, from initial assessment to scaling the initiatives that prove their value.

  1. 01

    Identify

    We understand business challenges, processes, technologies, and spend to spot high-impact opportunities.

  2. 02

    Prioritize

    We evaluate each initiative by financial impact, business value, complexity, time to implement, risk, dependencies, ROI, and payback.

  3. 03

    Implement

    We execute the prioritized initiatives, coordinating technology, processes, people, and vendors.

  4. 04

    Measure & Scale

    We measure real benefits, correct course, and scale the initiatives that deliver results.

WHERE WE HELP

AI applied where it makes an impact.

Six areas where we combine AI, processes, and technology to deliver efficiency and measurable value in your operations.

  • IT Cost Optimization

    Analyze contracts, consumption, and spend to identify and capture savings opportunities.

  • Software Development

    Improve productivity in development, testing, documentation, and maintenance.

  • Service Management

    Automate triage, diagnosis, resolution, and tracking of incidents and requests.

  • Procurement & Vendors

    Analyze contracts, vendors, performance, risks, and negotiation opportunities.

  • Knowledge Management

    Turn scattered documentation and information into accessible, contextual, and actionable knowledge.

  • Business Process Automation

    Redesign processes and use agents to execute tasks and interact with enterprise systems.

100+ COMPANIES TRUST RD

Companies that trust us

Leading companies across industries have worked with RD to accelerate their AI transformation.

WHERE WE HELP

AI applied where it makes an impact.

Six areas where we combine AI, processes, and technology to deliver efficiency and measurable value in your operations.

Strategy + Execution

We don't stop at recommendations. We support implementation.

AI + IT Expertise

We apply new AI capabilities to problems we've known for more than 20 years.

Results-Driven

We build business cases and measure the impact delivered.

Technology Independence

We select models, platforms, and technologies based on each need.

End-to-End Transformation

We integrate people, processes, data, technology, and governance.

Shared Risk

In certain programs, we can tie part of our fees to the results achieved.

LET'S GET STARTED

Where can AI create the most value in your organization?

Let’s identify the highest-impact opportunities and build a concrete roadmap to turn them into results.