Use Cases
Every AI employee we deploy is custom-built for a specific role. Here's exactly what each one does, what it replaces, and what stays human.
Your Operations Manager AI runs the daily rhythms of your business — status reports, follow-ups, scheduling, coordination — autonomously and consistently, without prompting.
Pulls data from your project tools and delivers formatted team briefings every morning.
Manages calendars, books meetings, sends agendas and follow-up notes automatically.
Sends follow-ups on pending actions, outstanding approvals, and overdue items on schedule.
Monitors project health, flags overdue tasks, and escalates to the right person before things slip.
Routes updates, announcements, and requests to the correct channels and individuals.
Compiles weekly performance snapshots across departments and delivers to leadership.
Strategic prioritization, sensitive personnel matters, cross-functional decision-making, escalations requiring judgment. The AI handles the operational machinery; leadership handles the calls that require it.
Your AI SDR qualifies, researches, personalizes, and follows up with hundreds of prospects simultaneously — filling your pipeline with qualified meetings while your AEs focus on closing.
Scores inbound leads against your ideal customer profile within minutes of form submission.
Writes and sends emails personalized with company data, industry context, and specific pain points.
Runs day 1, 3, 7, 14 follow-up sequences without missing a single touch.
Books discovery calls directly into your AE calendars when prospects express interest.
Logs every touchpoint, enriches contact records, and updates deal stages automatically.
Delivers a structured prospect brief to the AE before every discovery call.
Discovery calls, complex objection handling, relationship-building with warm prospects, strategic account outreach. Your AI SDR fills the top of funnel; your AEs close it.
Your CS Agent AI monitors every client relationship, executes onboarding, handles routine support, and escalates before problems become churn. Your human CSMs focus on strategic accounts and complex situations.
Automated onboarding sequences — welcome emails, setup guides, check-ins — triggered at contract signature.
Monitors engagement signals and proactively reaches out when usage drops or health scores decline.
Classifies, routes, and responds to routine support tickets. Escalates complex issues to humans.
Automated renewal sequences starting 90 days out — informational, then urgency-building, then AE handoff.
Compiles usage data, ROI metrics, and account history into QBR decks ahead of review calls.
Sends scheduled check-in emails to maintain relationship touchpoints across your entire client base.
Strategic account management, escalation handling, upsell conversations, clients that require genuine relationship depth. The AI manages the long tail; humans manage what matters most.
Your Finance Assistant AI handles the data assembly, reporting, billing follow-ups, and budget monitoring that consumes your finance team's time — freeing them for the analysis and decisions that actually require their expertise.
Creates and delivers invoices on schedule based on contract terms and service milestones.
Automated AR follow-up sequences that reduce days outstanding without awkward manual chasing.
Weekly and monthly reports assembled from your accounting system and delivered to stakeholders.
Monitors spend against budget and flags variances above defined thresholds to the right people.
Matches expenses against approved budgets and surfaces exceptions for human review.
Updates rolling forecasts with actuals as data comes in, keeping projections current.
Financial strategy, tax and compliance decisions, investor communications, complex modeling. The AI removes the data assembly burden so your finance team can do real financial work.
Your Research Analyst AI monitors markets, tracks competitors, researches prospects, and delivers structured briefings to the people who need them — on schedule, without being asked.
Curated briefings on your industry, competitors, and key topics delivered to relevant stakeholders each morning.
Monitors competitor websites, press releases, job postings, and social activity for strategic signals.
Builds company and decision-maker profiles before sales calls — no more scrambling for context.
Weekly and monthly market trend reports synthesized from monitored sources and delivered formatted.
Instant notification when a monitored trigger occurs — competitor product launch, key hire, news mention.
Pre-meeting and pre-decision briefings compiled on request, in a defined format your executives actually use.
Strategic interpretation, primary research requiring human interaction, investment decisions, judgment calls on ambiguous signals. The AI gathers and synthesizes; your strategists act on it.
Our standard roles cover the most common deployments. But the nature of AI employees is that they can be configured for almost any operational function that follows defined workflows, uses digital tools, and produces repeatable outputs.
We've deployed AI employees for legal intake coordination, real estate transaction management, e-commerce order operations, HR onboarding coordination, IT ticket triage, and dozens of other roles. If you can describe what the role does, we can build it.
Custom role deployments start with the same discovery process: we map the role, define the workflows, identify the integration points, and build to spec. Timeline is typically 5–7 days depending on complexity.
Book a discovery call. Describe the role — what it does, what tools it uses, what the outputs are. We'll tell you what's automatable, what's not, and what the deployment would look like.
Industries
AI employees deliver the highest ROI in service-intensive industries where operational overhead is high and talent costs are significant.
Intake, scheduling, document coordination, billing
Reporting, client comms, content scheduling
Research, proposals, client coordination
Order management, supplier coordination, CS
Reporting, compliance tracking, client comms
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