AI Agent Use Cases
Every use case below is a real, proven AI agent used by customers in production. Each shows the challenge, the solution, and measurable results.
Application Screening Agent
Screen every candidate with the same focus — whether it's the first resume or the hundredth
Stop letting reviewer fatigue decide who makes it to interview. This agent evaluates every incoming resume and LinkedIn profile against the…
100%
Consistent, bias-resistant evaluation
80%
Reduction in screening time
Campaign Evaluation Agent
Automated post-campaign analysis that turns raw performance data into actionable channel insights
Stop letting campaign learnings evaporate the moment a campaign ends. This agent monitors performance as campaigns run, then compiles struct…
Multiple hours
Saved per campaign cycle
100%
Consistent evaluation across every channel and market
Commercial Contracts Agent
Intelligent contract management and analysis
Contract details shouldn't require digging through folders and CRMs. This agent organizes all your commercial contracts, answers questions i…
5 seconds
to answer any contract questions
Full
cross-contract visibility
Competitor Intelligence Agent
Intelligent competitor monitoring and market tracking
Your competitors are making moves — the question is whether you see them. This agent monitors their activities, tracks market changes, and s…
Constant
monitoring coverage
Instant
notification
Customer Anomaly Agent
Spot at-risk customers before the sales drop becomes a trend
Stop finding out about customer churn after it's already happened. This agent analyses your weekly sales data, detects customers whose buyin…
4 hours
Reduced weekly analysis time
100%
Store coverage with consistent methodology
DDQ Response Agent
Answer client questionnaires in minutes, not days
Stop spending days manually answering the same due diligence questions over and over. This agent reads your client's questionnaire, searches…
90%
Reduction in DDQ completion time
100%
Answer consistency across submissions
DevOps Assistant Agent
Provision access, enforce policy, and keep permissions current — without the manual overhead
Stop clicking through admin consoles every time someone needs access to a system. This agent handles identity and access management for your…
30+ minutes
Saved per access request
100%
Recurring access reviews with zero manual effort
Documentation Maintenance Agent
Automated documentation health monitoring
Documentation rot is inevitable - or is it? This agent monitors your codebase for changes, detects when docs fall out of sync, and flags gap…
100%
up-to-date documentation
98%
time savings
Event Calendar Agent
Automatically discover and track events where your brand can demo and sell
Stop manually hunting through event websites, festival listings, and press announcements to find your next sales opportunity. This agent sea…
Multiple hours
Of manual research eliminated every week
5×
Per week automated event discovery
Helpdesk Agent
Intelligent support and helpdesk with self-learning
Speed, quality, and cost — why choose? This agent answers common questions instantly and escalates complex issues to the right people. It le…
80%
time savings
100%
consistency
HR Support Agent
Instant answers to employee questions, 24/7
Give your employees instant answers and give your HR team their time back. This agent handles common questions about policies and processes,…
1 min
response time
60%
reduced workload
Invoice Generation Agent
From contract to sent invoice — without the manual work
Stop spending time hunting down contract terms, copying customer details, and second-guessing VAT rates every time a delivery closes. This a…
80%
Less manual handling time
~0
Pricing and VAT mistakes
Invoice Verification Agent
Catch suspect invoices before they reach payment — automatically.
Stop letting questionable invoices slip through to payment undetected. This agent reads every incoming invoice, checks it against your frame…
Time Efficiency
700 hours of manual review eliminated annually
Revenue Protection
200,000 kr saved per year
IT Due Diligence Agent
Automated vendor security and compliance assessment
Stop losing weeks to manual vendor security reviews. This agent automates the collection, evaluation, and documentation of third-party IT du…
75%
Faster vendor assessments
100%
Standardised evaluation across every vendor
Lead Analysis Agent
Automated lead research and qualification
What if every incoming lead was already researched? This agent analyzes each new company, scores it against your ICP, and alerts your team w…
90%
time savings on manual research
1-3
additional qualified leads/week
Lead Generation Agent
AI-driven lead sourcing and verification
Your pipeline doesn't have to stall just because the team is busy. This agent scours the web for new opportunities, verifies their relevance…
1-4
new qualified leads / week
Lead Intelligence Agent
Enrich inbound leads, score for ICP fit, and prioritise your pipeline — automatically
Stop letting raw lead lists sit in spreadsheets collecting dust. This agent takes your inbound contacts — from webinars, web visits, LinkedI…
Quality Improvement
80%+ of inbound leads fully enriched
200 leads
Researched and enriched in a single run
Legal Contracts Agent
Instant access to contract intelligence
Your contracts hold critical answers. The problem is finding them. This agent makes your entire contract library instantly searchable, answe…
5 seconds
to find information
Better decisions
based on actual contract terms
Month-End Close Agent
Spot the numbers that need your attention — before anyone asks
Stop wading through rows of bookkeeping data hoping the important deviations will jump out at you. This agent reads your bookkeeping system…
4 hours
Of manual comparison eliminated each month-end
100%
Variance detection coverage, every month
News Monitoring Agent
Curated intelligence that drives action
Critical opportunities are hiding in the noise. This agent monitors news across sources, languages, and formats, and then delivers only what…
2-5
actionable news items / week
70%
faster discovery of key industry opportunities
Onboarding Agent
Let new hires onboard themselves — thoroughly, consistently, and on their own schedule
Stop sitting next to every new hire for two hours explaining the same things you explained last month. This agent walks each employee throug…
80%
Of the onboarding walkthrough handled automatically
100%
Checklist coverage, every time
Paid Media Performance Agent
Weekly visibility into paid media spend, pipeline impact, and campaign performance — delivered to your team on Slack
Stop making budget decisions based on ad platform dashboards that don't tell you what actually converts. This agent pulls campaign data from…
Time Efficiency
3+ hours saved per week
100%
Full-funnel visibility, every cycle
Payment Analytics Agent
Pull live Stripe data, classify every transaction, and produce a complete VAT report — automatically, every month.
Stop downloading Stripe reports and rebuilding the same spreadsheet every month. This agent connects directly to your Stripe account, fetche…
Multiple hours
Of manual work eliminated every month
0%
Human errors in classification and calculation
Procurement Agent
Streamlined procurement documentation and compliance review
Procurement documents take weeks. They don't have to. This agent generates, reviews, and validates RFPs against company standards, industry…
90%
time savings
Higher
quality output
Product Description Agent
Generate on-brand product descriptions at scale, automatically
Stop writing product descriptions one by one. This agent connects directly to your product data, applies your brand voice and style guidelin…
40×
Faster copy per SKU
100%
Tone consistency across every listing
Product Insight Agent
Turn scattered customer signals into a clear picture of what to build next
Stop digging through dashboards, feedback tools, and support logs trying to piece together what your users actually need. This agent pulls c…
1+ hours
Saved on manual data gathering each week
3-in-1
Sources consolidated into every feature decision
Product Updates Agent
Release notes generated directly from your codebase
Release notes that write themselves. This agent monitors your repository, translates technical commits into product updates, and posts the r…
1 minute
to generate release notes
100%
release coverage
Proposal Writer Agent
Draft and format sales proposals in minutes
From meeting to finished proposal — without the manual work. This agent transcribes your meeting notes, drafts tailored proposals, and forma…
3-4
hours saved per rep, per week
Sales Enablement Agent
Walk into every sales meeting knowing exactly who you're talking to and why it matters
Stop showing up to sales calls under-prepared. This agent researches your meeting attendees and their companies ahead of every call, pulling…
20+ minutes
Saved per meeting
100%
Meeting coverage with full context
Sales Prospecting Agent
Find high-fit buyers before your competitors do
Stop burning hours on manual prospect research only to surface leads that aren't ready to buy. This agent continuously scans job boards, fun…
Time Efficiency
80–90% reduction in prospect research time
Pipeline Volume
From 10 to 100+ qualified leads per week
Sales Report Agent
Automated sales reporting across HubSpot and Stripe — actuals, forecasts, and performance summaries on demand
Stop losing entire mornings to spreadsheet exports and manual cross-referencing. This agent connects your HubSpot pipeline and Stripe revenu…
3–5 hours
Recovered per reporting cycle
90%
Faster report delivery
Security Vulnerability Agent
Vulnerability monitoring tailored to your codebase
Not every vulnerability affects you — but the right ones must be caught immediately. This agent monitors new threats, filters for relevance…
Instant
awareness of relevant threats
Higher
security
Supplier assessment agent
Compliance checking of suppliers using automated AI
Every new supplier brings risk. Assessing that risk shouldn't require weeks of PDF hunting and fragmented checklists. This agent researches…
30 minutes
instead of days of dragging feet
100%
consistent methodology
Sustainability Compliance Agent
Intelligent sustainability compliance and supplier assessment
Stop drowning in sustainability reporting. This agent knows what needs to be checked, when to check it, and how to assess the results — auto…
1hr
per compliance cycle
100%
compliance coverage
Target Screening Agent
Automated investment target research and qualification
The list of potential targets grows faster than your team can screen them. This agent researches each company, scores them against your crit…
80%
faster screening
100%
consistent evaluation
Usage Anomaly Monitoring Agent
Catch unusual activity before it becomes an incident
Stop letting anomalies hide in your log data. This agent continuously monitors usage patterns across your systems and applications, surfacin…
95%
Faster anomaly detection
50%
Faster incident triage
Weekly Payment Reports Agent
Automated payment insights, delivered on schedule
Stop spending your Monday mornings pulling Stripe data and building reports by hand. This agent connects to your payment platform, analyses…
5 hours
saved per week
New insights
that manual reporting misses entirely
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