Dear Lucy vs QFlow.ai

Dear Lucy provides sales dashboards for pipeline, goals, forecasts, and sales performance. It includes more than 500 sales KPIs, calculations, and predictive forecasting models. Forecast features include revenue projections, pipeline scoring, forecast-versus-actual views, and early gap detection. Teams can set goals by team, person, business unit, or product, then track live pacing with traffic-light indicators. The Agentic Report Builder uses natural-language requests and structured CRM data to create or modify metrics, reports, and visualizations. Listed CRM integrations are Salesforce, HubSpot, Pipedrive, and Microsoft Dynamics 365; the Dynamics connection uses Microsoft SQL, Azure, or Synapse. Additional data sources and custom integrations depend on plan and requirements. Dashboards update automatically every hour or faster and can be shared through interactive links, embedded, or shown on office screens. Sharing and embedding are included in all plans. TEAM costs $165/mo (annual), billed $1,980 annually, and includes unlimited users and dashboards plus 500 AI credits per month. A 10-day trial requires no credit card. Dear Lucy is based in Espoo, Finland.

QFlow.ai provides governed AI analysis for B2B forecasts, planning, KPI reviews, resource allocation and board reporting. Its Sales Forecasting product combines sales representatives’ judgments with CRM evidence, pipeline movement, company goals and attainment in a shared forecast. Teams can roll up views by representative or manager, compare forecast buckets, review weekly calls and history, and see attainment. QFlow identifies omitted opportunities, mapping or ownership gaps, and forecast-bucket changes with estimated impact. Forecasting covers revenue, supports monthly horizons and includes scenario planning; the Professional plan allows forecasts up to 36 months or 13 quarters. The product lists Salesforce, HubSpot, Gong, Slack and Google Sheets, while QFlow also connects to NetSuite, QuickBooks, Sage, major warehouses and other systems through APIs, webhooks and reverse ETL. QFlow states it is SOC 2 Type II certified and follows NIST Cybersecurity Framework and OWASP guidelines. It says customer data is not sold or used to train shared models, AI features can be disabled, and data is encrypted at rest and in transit. A 30-day trial is available. Platforms listed are macOS, web and Windows.