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PROSPERUMCONSULTING
Solutions by Function

Where AI creates leverage, by department.

Select a function to see the kind of work we typically move from manual to automated first. Every business is different — this is a starting point, not a prescription.

Sales

  • Lead scoring and qualification
  • Proposal and quote drafting
  • Pipeline research and enrichment
  • Follow-up sequencing
  • Call notes and CRM logging
What We Can Build

Example system designs, not case studies.

Prosperum is early — these are illustrative architectures showing how we'd approach a common problem, not completed client engagements or measured results.

Sales

AI Lead Qualification System

Every inbound lead is scored against your ideal customer profile, enriched with firmographic data, and routed to the right rep — before anyone opens the notification.

Architecture

  • Form and inbox intake via webhook
  • Enrichment through third-party data APIs
  • AI scoring model tuned to your ICP
  • CRM write-back with full context attached

Reps spend their time on qualified conversations instead of triaging a shared inbox.

Customer Service

AI Customer Support Agent

A support agent that reads your documentation, resolves common tickets directly, and escalates anything outside its scope with full conversation context attached.

Architecture

  • Knowledge base indexed and kept in sync
  • Scoped tools for order lookup and account actions
  • Confidence-based escalation to a human rep
  • Full audit trail of every resolved and escalated ticket

Routine tickets get resolved immediately; your team only sees the ones that need judgment.

Operations

Automated Client Onboarding

From signed agreement to fully set up account — contracts, welcome sequences, internal provisioning, and kickoff scheduling run without a manual checklist.

Architecture

  • Trigger from signed contract or CRM stage change
  • Document generation and e-signature routing
  • Internal system provisioning via API
  • Scheduled kickoff and welcome communications

New clients get a consistent, fast start regardless of who closed the deal or how busy the team is.

Research

AI Research & Reporting System

A recurring research and reporting pipeline that pulls from multiple sources, summarizes findings, and assembles a formatted report on schedule.

Architecture

  • Scheduled data collection across defined sources
  • AI summarization and trend extraction
  • Templated report generation
  • Delivery to the channels your team already checks

Recurring research and reporting work stops depending on someone remembering to do it.

Knowledge Management

Internal Knowledge Assistant

An assistant scoped to your internal documentation — policies, SOPs, product details — so employees get accurate answers without interrupting someone else's day.

Architecture

  • Internal documentation indexed and access-controlled
  • Retrieval-grounded answers with source citations
  • Sync process to keep the index current
  • Usage visibility into unanswered or gap questions

New and existing employees stop losing time searching for — or waiting on — answers that already exist somewhere.

Operations

Custom Operations Dashboard

A single internal view built around the handful of metrics leadership actually checks — assembled automatically from the systems that already hold the data.

Architecture

  • Data pulled from CRM, finance, and operational systems
  • Scheduled aggregation and normalization
  • Purpose-built interface, not a generic BI template
  • Alerting on the thresholds that matter to your team

Leadership gets a current answer without waiting on someone to assemble a report.

Find the highest-value AI opportunity in your business.

We’ll examine your workflows, identify the strongest opportunities for automation or AI implementation, and determine what’s worth building.

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