Inbound lead qualification
Every lead enriched, researched and scored within minutes. CRM updated automatically; a personalized first draft waits for the salesperson's approval before anything is sent.
SalesContinuousHuman approves outreach
Use cases
What would you stop doing manually?
Filter by department, outcome, data sensitivity, frequency or deployment. Every use case marks where AI works and where humans keep control. None of these claim guaranteed savings — they describe what the system does.
Proposal preparation
Draft proposals assembled from CRM data, past projects and pricing rules. Sales reviews and personalizes instead of starting from a blank page.
SalesWeeklyHuman finalizes
Request intake & document generation
Incoming requests validated, systems queried, required documents generated from templates. Only exceptions reach a manager — with context attached.
OperationsDailyLocal-capable
Recurring reporting
Weekly and monthly reports pulled from live systems, anomalies summarized by AI, distributed identically every time. No more Monday-morning spreadsheet assembly.
OperationsWeeklyRules + AI summary
Ticket triage & drafted answers
Intent and urgency classified on arrival; an answer drafted from your knowledge base with sources. Agents review and send — low-confidence cases route straight to people.
Customer SupportContinuousAgent approvesLocal-capable
Invoice processing
Extraction, supplier matching, duplicate checks and cost-centre suggestions — with human approval above thresholds and a full audit trail into your accounting system.
FinanceDailySensitive dataLocal-capable
Month-end preparation
Reconciliation checks, missing-document chasing and variance summaries prepared automatically, so closing starts from a checklist instead of a hunt.
FinanceMonthlySensitive data
Alert correlation & incident summaries
Signals correlated across monitoring and SIEM, severity assessed, and a readable incident summary drafted. Engineers approve any remediation before it runs.
IT & SecurityContinuousEngineer approvesLocal-capable
Access request handling
Routine access requests checked against policy and provisioned automatically; anything unusual escalates to IT with a recommendation and full context.
IT & SecurityDailyPolicy-gated
Private knowledge assistant
Employees ask; the system answers from your documents with citations, respecting per-user permissions. Can run fully on-premise so nothing leaves your network.
KnowledgeContinuousSensitive dataLocal-capable
Research & document synthesis
Long documents, tenders or regulations digested into structured briefs with source references — reviewed by the expert who owns the outcome.
KnowledgeWeeklyExpert reviewsLocal-capable
Employee onboarding
Accounts, access, equipment and introductions coordinated across systems from one trigger. HR approves the plan; the workflow executes and tracks it.
HRWeeklySensitive data
No use case matches this combination — but that does not mean it cannot be built. Describe your process
Your process isn't listed?
Even better.
The most valuable automations are usually specific to how your company works. Bring the process; we will tell you honestly whether it is a good candidate.