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Architecture

The Three AI Programs

Customer guidance, internal ops agents, and business workflow automation, each with clear guardrails.

01

Program 01: Customer Guidance Flows

On-site conversational AI that explains your offerings, captures requirements, and routes qualified demand to the right team.

Guided Requirement Capture

The AI asks structured questions to understand what the customer needs: workload type, scale, timeline, compliance requirements. No forms, no guesswork. A conversation that extracts actionable information.

Intelligent Service Routing

Based on captured requirements, the AI recommends the right service tier and engagement model. Managed Cloud vs. DR vs. DevOps vs. a combination, matched to actual needs.

Qualification Brief

Every conversation generates a structured brief: requirements, recommended scope, confidence score, and suggested next steps. Your sales or solutions team gets a complete picture before the first call.

4.2x Faster Qualification

Traditional qualification takes days of back-and-forth emails. AI-guided qualification captures the same information in a single conversation. Same quality, fraction of the time.

02

Program 02: Internal Ops Agents

Automations for routine operational tasks that free your team for high-value work.

Automated Incident Triage

Alert fires → AI classifies severity, identifies affected services, pulls relevant runbook sections, and packages everything for the on-call engineer. Triage prep that takes 15 minutes by hand happens in seconds.

Runbook Context Packaging

When an incident matches a known pattern, the AI retrieves the relevant runbook, recent similar incidents, and current system state, presented as a ready-to-act brief.

Repetitive Task Automation

Certificate renewals, access reviews, capacity reports, compliance checks, tasks that are predictable, repetitive, and time-consuming. AI executes with logging; humans verify.

Knowledge Retrieval

"How do we handle X?" questions answered instantly from your internal documentation and incident history. No more searching Confluence for 20 minutes.

03

Program 03: Business Workflow Agents

Specialized AI assistants for support, sales operations, and process-heavy workflows.

Support Ticket Classification

Incoming tickets automatically categorized by type, severity, and routing. AI suggests relevant knowledge base articles and draft responses for common issues.

Sales Qualification Assist

Pre-call research automated: company profile, tech stack indicators, likely needs, and talking points. Your sales team walks into every call prepared.

Process Automation with Audit

Multi-step business processes (onboarding checklists, compliance workflows, approval chains) orchestrated by AI with full audit trails and human checkpoints at decision points.

Report Generation

Weekly ops summaries, monthly business reviews, and ad-hoc analysis generated from your data. AI drafts, humans review and approve before distribution.