CCS Architecture Solutions / Microsoft

Enterprise AI Assistant: Connected Systems

Governed enterprise assistant connecting collaboration, CRM, ITSM, ERP and knowledge systems through identity-aware retrieval and controlled actions.

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THE ARCHITECTURE, EXPLAINED

Connect knowledge without widening access.

CCS / REFERENCE SERIES
Microsoft
Six responsibilities. One connected design.
GUIDED FLOW · 01 / 06

Authenticate

Employee entry pointIdentity & access

Authenticate users and enforce scoped application permissions and access checks.

Illustrated relationships, not a live system or a strict execution sequence. Select any step to explore.
LOGICAL SOLUTION BOUNDARYSelect a component to explore its role
Logical data or control flowSelected connections

Illustrative logical architecture. Arrows describe selected relationships, not every network connection. Product alternatives and deployment boundaries are confirmed during design.

THE EXECUTIVE PERSPECTIVE

Put business knowledge within reach of the people who need it.

An executive assistant for the organization should connect work, not create another information silo. CCS can bring approved knowledge and enterprise tools into an employee experience, with permissions and ownership aligned to the systems already in place.

HOW THE DESIGN WORKS

Follow the logic.

The employee signs in before an agent receives the request. The runtime selects approved retrieval or connector tools, with authorization checked at each boundary. Responses retain their evidence and actions are logged so access, quality and data handling can be reviewed.

Apply the caller’s permissions to retrieval and every tool action.
THE RETURN ON THE INVESTMENT

Make value measurable.

Potential value · to be validated

Potential return comes from less searching, fewer repetitive internal requests and quicker completion of defined tasks. Adoption and task quality determine whether recovered time creates useful business capacity.

01

Time to complete a defined employee task

Baseline → pilot → operational review

02

Weekly adoption among eligible users

Baseline → pilot → operational review

03

Correct, authorized task-completion rate

Baseline → pilot → operational review

A PRACTICAL VALUE MODEL

Annual capacity value = adopted task volume × verified minutes saved ÷ 60 × loaded hourly cost.

Include licenses, model usage, connectors, evaluation, change management and ongoing knowledge ownership.

Recovered time represents capacity, not automatically cash savings. Count it as financial benefit only where finance agrees how that capacity will be used. No achieved client ROI is claimed for this reference architecture.

Model your first-year ROIUse your own estimates. See the calculation change.

Enter values in one currency. Gross benefit must reflect achievable adoption and timing. Include all first-year costs; do not count the same benefit twice. These figures stay on this page and are not submitted.

First-year net valueAdd your estimatesFirst-year ROINot yet calculated

ROI = (gross benefit − operating cost − implementation cost) ÷ (operating cost + implementation cost) × 100. Requires a positive total cost. An estimate, not a forecast or guaranteed return.

From reference to your reality

A design shaped around
your operating constraints.

Illustrative reference pattern, not a deployable design or a claim of a completed client implementation. CCS validates workload requirements, integrations, security controls, recovery paths and ownership before recommending a production design.

A decision worth making explicit

Apply the caller’s permissions to retrieval and every tool action.

DESIGN, WITH A BASIS

The technical reading room.

Official guidance behind the design choices. These sources explain technology capabilities; they do not substantiate client returns.

Microsoft and AWS product icons are used to explain their respective technologies. Product names are trademarks of their owners. No partnership, certification or endorsement is implied.