Use Cases

What we build agents for.

Every workflow below is one we've either shipped or scoped for clients. Each one replaces hours of manual work with an agent that runs on autopilot.

Sales & Revenue

Inbound Lead Qualification

An agent that scores and routes inbound leads based on ICP fit, enrichment data, and engagement signals — so reps only spend time on deals that close.

CRMEnrichmentScoring

Outbound Sequence Personalization

Generates hyper-personalized cold outreach by researching prospects in real time — pulling from LinkedIn, news, company filings, and product pages.

OutboundEmailResearch
📈

Pipeline & Forecast Reporting

Pulls deal data from your CRM, flags stalled opportunities, and generates a weekly forecast summary for leadership — no manual spreadsheet work.

CRMReportingForecasting
💬

Proposal & Quote Generation

Takes meeting notes and deal context, then drafts a custom proposal or quote document ready for review — cutting turnaround from days to minutes.

DocumentsSales Ops

Content & Marketing

Content Repurposing Pipeline

Takes a long-form piece (webinar, whitepaper, podcast) and generates social posts, email snippets, and blog summaries — maintaining voice and brand tone.

ContentSocialRepurposing
📰

SEO Brief & Draft Generation

Researches keywords, analyzes top-ranking pages, and generates a structured brief with an optional first draft — ready for your editor to polish.

SEOContentResearch
📣

Campaign Performance Digest

Aggregates metrics across ad platforms, email tools, and analytics — then delivers a daily or weekly performance summary with actionable insights.

AnalyticsAdsEmail
🎨

Brand Asset Coordination

Manages creative requests — routes briefs, tracks asset status, notifies stakeholders on completion, and archives final versions in the right folders.

CreativeWorkflow

Customer Success & Onboarding

👋

Client Onboarding Orchestration

Automates the entire onboarding flow — sends welcome sequences, creates accounts, assigns tasks to internal teams, and tracks completion milestones.

OnboardingAutomationCRM
🔔

Churn Risk Detection

Monitors usage patterns, support tickets, and engagement signals to flag at-risk accounts before they churn — giving CSMs time to intervene.

AnalyticsRetentionAlerts
📝

Support Ticket Triage & Routing

Classifies incoming tickets by urgency, topic, and customer tier — then routes them to the right team with suggested responses pre-drafted.

SupportTriageNLP
📚

Knowledge Base Maintenance

Detects outdated help articles, flags content gaps based on support trends, and drafts updated documentation for review.

DocsSupportContent

Internal Ops & Finance

💳

Invoice Processing & Reconciliation

Extracts data from incoming invoices, matches them against POs, flags discrepancies, and pushes approved entries to your accounting system.

FinanceOCRERP
📋

Expense Report Automation

Collects receipts, categorizes expenses, enforces policy rules, and generates submission-ready reports — removing back-and-forth with finance.

FinanceCompliance
🔍

Contract Review & Extraction

Reads through contracts, extracts key clauses (renewal dates, payment terms, liability caps), and surfaces risks before signing.

LegalNLPDocuments
🛠

IT Request & Access Management

Handles routine IT requests — software access, account provisioning, password resets — by validating against policy and executing through integrations.

ITITSMAccess

Data & Reporting

📊

Automated KPI Dashboards

Pulls data from multiple sources (CRM, analytics, billing), transforms it, and updates a live dashboard — eliminating manual data wrangling.

BIDataDashboards
🔬

Competitive Intelligence Monitoring

Tracks competitor websites, pricing changes, product launches, and press mentions — delivering a weekly digest so your team stays ahead.

ResearchMonitoring
📄

Board & Investor Reporting

Collects metrics from across departments, formats them into a polished report template, and delivers it on schedule — no more last-minute scrambles.

ReportingFinanceOps
💡

Data Quality & Cleanup Agent

Scans your CRM or database for duplicates, missing fields, and stale records — then cleans or flags them based on rules you set.

CRMDataHygiene

HR & People Ops

👥

Employee Onboarding Automation

Handles new hire setup end to end — account creation, equipment requests, training assignments, and welcome messages across tools.

HROnboardingHRIS
📜

Resume Screening & Shortlisting

Parses incoming applications, scores candidates against role requirements, and generates a ranked shortlist with reasoning — so recruiters start with the best fits.

RecruitingNLPATS
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