Success Story

Sales & Marketing

B2B marketing · Enterprise sales

Untouched lead recovery & re-engagement

  • Time to first sales touch9 days2 daysmedian stalled lead
  • Leads flagged weekly30–45recovery queue

Leads that would have aged out untouched get routed, contacted, and tracked — revenue recovery without adding headcount.

How it works

ProblemA large share of inbound marketing leads never entered the sales workflow — gaps between marketing automation and CRM meant reps never saw them. Direct revenue left on the table every quarter.

What Qurio doesQurio flags leads that stalled in Salesforce, prioritizes who to re-engage, drafts outreach, and logs activity back to the CRM — closing the loop marketing assumed was already running.

Integrations
SalesforceEmailWorkflows
Sales & Marketing

Promotional products · B2B sales

End-to-end quote workflow automation

  • Quote intake turnaround4 hrs~50 minmedian request

Quote intake scales without outsourced handlers or copy-paste errors — same playbook on every request.

How it works

ProblemHigh-volume quote requests were handled manually — read emails, update trackers, draft supplier outreach, chase follow-ups. Overflow was outsourced at hourly rates while the company scaled toward acquisition.

What Qurio doesQurio reads inbound quote emails, updates the tracking sheet, drafts supplier inquiries with logo/color/spec details, and runs conditional follow-up reminders across stakeholders.

Integrations
EmailExcelWorkflows
Sales & Marketing

B2B distribution · Sales enablement

150K-SKU catalog search & quote drafting

  • Catalog lookup time12 min3 minmedian inquiry
  • Quotes finished in chat~65%standard SKUs

Reps answer client questions and draft quotes in chat instead of manual catalog lookup.

How it works

ProblemSales reps searched a six-figure SKU catalog for every color, quantity, and availability question. Quotes slowed down and a legacy chatbot couldn't keep up with catalog complexity.

What Qurio doesDelivered AI assistant that answers product questions, surfaces catalog data, and generates quotes in natural language — integrated with live catalog and brand assets.

Integrations
Catalog APIChatQuotes
Finance

Construction & energy · Finance ops

AP/AR summaries across 12,000 vendors

  • Project AP/AR rollup2 days~25 minmonth-end close

Project-level financial exposure from file storage alone, at vendor scale.

How it works

ProblemThousands of vendor invoices lived in shared folders as PDFs and spreadsheets. Finance had no fast way to see payables, receivables, or project exposure without opening files one by one.

What Qurio doesQurio reads invoices from OneDrive and produces plain-language AP/AR summaries by project — no writes into the accounting system required.

Integrations
OneDriveExcelPDF
Sales & Marketing

Commercial banking · Relationship management

CRM updates from client meetings

  • Same-day CRM updates~80%of client meetings

CRM records updated same day — pipeline reflects live conversations, not end-of-day catch-up.

How it works

ProblemRelationship managers retyped meeting notes into Salesforce at the end of every day — pipeline data lagged 24+ hours behind client conversations.

What Qurio doesAfter meetings, Qurio captures notes and updates Salesforce records from conversation context — contacts, opportunities, and follow-ups logged automatically.

Integrations
SalesforceEmailNotes
Operations

Construction & energy · Program management

Multi-year project memory across PM turnover

  • PM handoff briefing4 days6 hrsavg handoff

Institutional knowledge survives handoffs on decade-long projects.

How it works

ProblemInstallation projects run 5–8 years but project managers change constantly. Budget status, delays, change orders, and subcontractor notes were lost at every handoff.

What Qurio doesQurio maintains living project memory — completion %, budget vs. actual, delay flags, and notes — queryable by the next PM without reconstructing history.

Integrations
OneDriveExcelTasks
Strategy

Private equity · Strategy & research

Raw survey data → strategy insights

  • Survey cleaning pass2 wks1.5 daystypical export

Weeks of data prep compressed to hours; insights start from the raw file.

How it works

ProblemStrategy teams spent weeks cleaning messy, unstructured survey exports before any analysis could start. Speed of insight was the competitive edge — prep was the bottleneck.

What Qurio doesQurio ingests raw Excel survey files with plain-language instructions — no pre-structuring, no analyst cleaning pass — and surfaces patterns for downstream strategy work.

Integrations
ExcelAnalysisReports
Operations

Solar installation · Field operations

Daily field crew dispatch at scale

  • Morning dispatch calls90 min15 mincoordinator
  • Crews notified pre-shift48–55typical day

Morning dispatch runs without coordinator phone trees.

How it works

ProblemDozens of field crews started pre-dawn shifts with no site or scope info — coordinators ran phone trees every morning before crews left the yard.

What Qurio doesQurio pushes work orders via SMS or WhatsApp before shift start — location, scope, and timing in one automated message per crew.

Integrations
SMSWhatsAppScheduling
Finance

Wealth advisory · Client reporting

Investment report assembly & monitoring

  • Client report assembly6 hrs1.5 hrsreporting cycle

Reporting cycles run from exports — advisors review and send instead of building spreadsheets from scratch.

How it works

ProblemClient performance reports required manual assembly from multiple custodian exports every cycle. Portfolio issues surfaced only when someone happened to review the numbers.

What Qurio doesQurio pulls custodian exports, assembles client-ready reports, and flags portfolio metrics that breach thresholds before advisors send.

Integrations
ExcelReportsEmail
Operations

Insurance · Claims operations

Claims file summarization

  • Claim intake summary35 min10 minadjuster median

One structured readout per claim from all source types — adjusters review instead of assemble.

How it works

ProblemEach claim scattered across emails, photos, adjuster notes, and attachments — adjusters stitched summaries by hand before review, with inconsistent severity calls.

What Qurio doesQurio ingests mixed claim inputs and produces structured summaries with severity context for adjuster review.

Integrations
EmailDocumentsImages
Operations

Nonprofit · Program operations

Volunteer scheduling off Excel

  • Weekly scheduling admin4 hrs1 hrcoordinator

Scheduling and reminders run from rules — coordinators spend time on programs, not cell updates.

How it works

ProblemVolunteer dispatch ran entirely in Excel — coordinators manually assigned sites, shifts, and sent reminders every week with no automated notifications.

What Qurio doesAutomated assignments and shift notifications from scheduling rules — who works where, without spreadsheet handoffs or manual outreach.

Integrations
ExcelSMSWorkflows
Sales & Marketing

E-commerce · Brand consulting

Amazon review triage & action roadmap

  • Review triage per brand7 hrs2 hrsmonthly pass

Review triage and prioritization run automatically — brands get data-backed fix lists instead of manual Excel sorting.

How it works

ProblemConsultants downloaded one-star reviews, categorized themes in Excel, and prioritized fixes by hand — hours per brand with no way to scale across a growing client roster.

What Qurio doesQurio ingests Amazon reviews at scale, clusters pain points by theme, and generates a prioritized product improvement roadmap with concrete next steps.

Integrations
AmazonExcelReports