MicrosoftMicrosoft 365 CopilotMicrosoft FoundryAzureAWSGoogle CloudOpenAIClaudeLovable

From Copilot pilot to governed agents, in five clear stages.

A roadmap across Microsoft, AWS, Google, OpenAI, Anthropic and Lovable. Built around healthcare operations, public services and enterprise portals—with defined outcomes, approved data and human oversight.

What the data says

Adoption needs a platform, a process and proof.

280,000

professionals given AI access in one rollout

Copilot in Teams, Outlook and Excel came first. A shared agent platform on Foundry came second.

Source: KPMG

50%

faster AI app builds on one central platform

Search, content safety and evaluation built in once, reused by every team. 75+ use cases, 16 in production.

Source: Accenture

Step by step

is how agentic AI scales

Steady rollout plus contained experiments, with cost and speed to value checked before scaling.

Source: Deloitte

Our AI roadmap

Our path from pilots to production.

Target phases across providers—not a commitment to deploy every tool. Client needs, validation and service availability determine what ships.

  1. 1

    Q1 2027

    Foundation & pilots

    • Planned

      AI readiness across Microsoft 365, Drupal/Acquia and business workflows

      Microsoft PurviewSharePointDrupalAcquia
    • Planned

      Compare Copilot, ChatGPT, Claude and Gemini against approved business tasks

      Microsoft 365 CopilotOpenAIClaudeGemini
    • Live now

      AI-assisted prototypes and sites, reviewed by our team

      LovableGitHub Copilot
  2. 2

    Q2 2027

    Workflow & knowledge

    • Planned

      Healthcare intake assistance with reviewed summaries, signature routing and payment follow-up

      OpenAIClaudeBoldSignStripe
    • Planned

      Public-service search and publishing assistance on Drupal and Acquia

      Drupal AIAcquia AI ProviderGoogle Agent Platform
    • Planned

      HR, policy and approval pilots in Microsoft 365

      Copilot StudioPower AutomatePower Apps
  3. 3

    Q3 2027

    Multi-cloud agents

    • Planned

      Build task-specific agents on the cloud that fits each client's data and operating requirements

      Microsoft FoundryAmazon BedrockGoogle Agent Platform
    • Planned

      Evaluate OpenAI, Anthropic and Gemini models on accuracy, cost and response time

      OpenAIAnthropicGemini
    • Planned

      Connect approved records and tools with scoped access and human approval

      MCPSharePointDrupalBoldSign
  4. 4

    Q4 2027+

    Govern & scale

    • Planned

      Provider-aware evaluations, access reviews and cost reporting across clouds

      Agent 365Microsoft PurviewAWSGoogle Cloud
    • Planned

      Reusable healthcare, public-service and enterprise workflow patterns

      LovableCopilot StudioAmazon BedrockGoogle Agent Platform
    • Planned

      Regulated deployment patterns, subject to service availability and client approval

      AzureAWSGoogle Cloud

How we adopt AI with you

Five stages. Each one earns the next.

  1. 01

    Readiness

    Map content, permissions and workflows across Microsoft 365, Drupal, cloud services and business applications. Rank the use cases by value and data sensitivity.

    Finish line: An agreed shortlist, data boundaries and success measures

    Microsoft PurviewEntra IDDrupalAWSGoogle Cloud
  2. 02

    Assistants in daily work

    Pilot the assistant that fits each team: Copilot for Microsoft 365, Claude or ChatGPT for approved tasks, and Gemini for Google workflows. Train users and measure adoption.

    Finish line: A reviewed pilot with an active-use and quality baseline

    Microsoft 365 CopilotOpenAIClaudeGemini
  3. 03

    Connected workflows

    Connect intake, document preparation, signatures and approvals. AI drafts and routes; people approve actions involving patients, money or official decisions.

    Finish line: One measured workflow with approval and audit controls

    Copilot StudioPower AutomatePower AppsBoldSignStripeLovable
  4. 04

    Custom agents

    Choose Microsoft Foundry, Amazon Bedrock or Google's agent platform to connect approved knowledge and business tools. Compare models on accuracy, privacy, latency and cost.

    Finish line: An agent that passes evaluation before release

    Microsoft FoundryAmazon BedrockGoogle Agent PlatformOpenAIClaudeMCP
  5. 05

    Govern and measure

    Keep an inventory of agents across providers. Review access, source quality, unsafe outputs, human overrides and spending before expanding to another workflow.

    Finish line: A recurring value and risk review with named owners

    Agent 365Microsoft PurviewAWSGoogle Cloud

What's changing

From AI assistance to connected workflows.

Microsoft Ignite informs our Microsoft track; AWS, Google and Drupal shape the wider roadmap.

Azure AI Foundry is now Microsoft Foundry

One platform for models (GPT and Claude), Foundry IQ retrieval, hosted multi-agent workflows and publishing agents straight to Microsoft 365.

Microsoft Azure Blog, Ignite 2025

Agent 365 is the control plane

Microsoft framed Ignite around the "Frontier Firm": human-led, agent-operated, with agents managed and secured like staff.

Microsoft Copilot Blog, Ignite 2025

SharePoint is the knowledge layer

Copilot reasons over SharePoint metadata, pages and labeled files. Clean structure is what makes answers right.

Microsoft SharePoint Blog, Ignite 2025

Our AI stack

The AI tools we build on.

Platforms in our roadmap, selected by use case, data requirements and operating cost. BoldSign and Stripe connect workflows; they are not AI models.

Assist

Microsoft logoMicrosoft
Microsoft 365 Copilot logoMicrosoft 365 Copilot
OpenAI logoOpenAI
Claude logoClaude
Gemini logoGemini

Build & deploy

Microsoft Foundry logoMicrosoft Foundry
Amazon Bedrock logoAmazon Bedrock
Google Agent Platform logoGoogle Agent Platform
Lovable logoLovable
GitHub Copilot logoGitHub Copilot

Knowledge

SharePoint logoSharePoint
Drupal AI logoDrupal AI
Acquia AI Provider logoAcquia AI Provider
Azure AI Search logoAzure AI Search

Connect & act

Copilot Studio logoCopilot Studio
Power Automate logoPower Automate
Power Apps logoPower Apps
BoldSign logoBoldSign
Stripe logoStripe
MCP logoMCP

Govern

Agent 365 logoAgent 365
Microsoft Purview logoMicrosoft Purview
Entra ID logoEntra ID
AWS logoAWS
Google Cloud logoGoogle Cloud

AI you can trust

Governance first, then automation.

Your data stays yours

Agents respect existing SharePoint permissions and sensitivity labels.

Humans approve

AI drafts and suggests. People decide and sign off.

Accessible by default

Every AI feature we ship is tested to WCAG 2.1 AA.

Built for regulated clouds

Designs that fit Commercial, GCC and GCC High rules.

Microsoft logoMicrosoft
AWS logoAWS
Google Cloud logoGoogle Cloud
OpenAI logoOpenAI
Anthropic logoAnthropic
Lovable logoLovable
BoldSign logoBoldSign

Ready to put AI to work on your platform?