Customer & Sales Layer (CRM)Commercial | Leads scattered across inbox threads, regional spreadsheets, and unlinked forms | Centralized CRM with automated lead routing, quote tracking, and multi-channel attribution | Data schema, pipeline playbooks, automated webhook & email sync |
Operations & ExecutionWorkflow | Status updates chased over chat; approvals and handoffs lost between teams | Structured project, order, and fulfillment workflows with clear state gates and SLA alerts | Workflow state diagrams, role-based access matrix, operator SOPs |
Custom Portals & APIsApplication | Customers or suppliers emailing PDFs and waiting days for manual confirmation | Self-serve client/partner portal connected directly to your internal database and ERP | Full source code repository, CI/CD deployment pipeline, API documentation |
Data & Applied AIIntelligence | Weekly manual CSV exports; repetitive drafting, classification, and document review | Live warehouse/BI dashboards plus domain-tuned AI assistants embedded in daily tools | Executive KPI dashboard, prompt & evaluation suite, governance controls |