Enterprise AI assistant

What we design: enterprise ai assistant. These are solution capabilities, not claims of completed projects. Technical choices are made during discovery.

Discuss solution architecture ↗← Products & solutions

01 / SOLUTION DESIGN

Functional building blocks

Delivery capabilities: Enterprise AI assistant

↗User roles and business workflows

↗Workspaces, rules and process automation

↗Reporting, notifications and audit events

↗Administration, monitoring and APIs

Architecture is selected for workload, availability targets, SLAs and infrastructure constraints: modular monolith, microservices or event-driven components.

SOLUTION ARCHITECTURE

What the system can include

Functional modules, integration boundaries and engineering decisions to scope a tailored implementation — not a claim of an existing product.

Functional modules

Knowledge-grounded answers
Agent workflows
Human approvals
Usage analytics

Systems and integrations

Enterprise search
CRM and ERP
Identity systems

Engineering considerations

RAG evaluation
Prompt-injection controls
Model routing

Discovery checklist

Target workflows and measurable success criteria
Expected scale, user roles and availability requirements
Existing systems, APIs and data ownership
Security, hosting and compliance constraints

Discuss architecture ↗

02 / ENGINEERING

Architecture approach

Architecture is selected for workload, availability targets, SLAs and infrastructure constraints: modular monolith, microservices or event-driven components.

Integrations and data

APIs and adapters for ERP, CRM, identity, payments and analytics; controlled migration, synchronization and data-quality measures.

Reliability and security

Role-based authorization, encryption, observability, resilience, vulnerability testing and applicable regulatory controls are designed in from the start.

03 / EXECUTION

Delivery stages

↗Business discovery and requirements

↗Architecture and data model design

↗Iterative development and integration

↗Performance validation and controlled release

04 / HANDOVER

What the client receives

Requirements dossier, architecture decisions, source code and infrastructure, automated tests, operating documentation and a support transition plan.

Discuss solution architecture ↗