Automatic lead qualification
Takes an enquiry, asks the right questions and qualifies intent, budget, urgency and location before passing it on.
Automation ideas
Start from a business problem, not from a technology.
The best automations do not start with “what can AI do?”, but with “what costs time or money here?”.
Opportunities to explore
Acquisition
Quote request Agent
Collects the data, photos, location and size of the job, then prepares a structured request.
Automatic prospect follow-up
Chases prospects who stopped replying, within the applicable rules.
Out-of-hours enquiry capture
Handles enquiries received at night or at weekends and prepares the call-back for the team.
Sales
Pre-sales Agent
Answers questions, identifies the need and prepares the handover to a salesperson.
Sales meeting qualification
Avoids pointless meetings by gathering context beforehand.
Proposal drafting
Turns project data into a first proposal structure, for a person to review.
Customer service
Level 1 support
Handles repetitive requests and passes exceptions on.
Automatic request triage
Classifies urgency, department and subject.
Post-job follow-up
Checks that the service solved the problem and surfaces blocking issues.
Appointments
Appointment booking
Collects the need and availability, then prepares the booking.
No-show reduction
Confirmations, reminders and rescheduling.
Reputation
Review collection
Asks for feedback at the right moment and opens a path to a public review.
Unhappy customer detection
Spots negative feedback before any public review request and alerts the team.
Administration
Automated document collection
Chases missing paperwork and tracks progress on the file.
Customer onboarding
Gathers all the information needed after the sale.
Data extraction and filing
Processes emails, documents and forms, then organises the information for internal systems.
Operations
Job coordination
Collects the problem, location, urgency and availability, then prepares the intervention.
Automatic reporting
Pulls the data together and produces readable periodic reports.
Recurring task tracking
Identifies status, delays and blockers, then notifies the people responsible.
These are opportunities to explore, not Agents available in the catalogue. We hold no data proving demand for any of them.
Positioning
Specialised Agent or general-purpose Agent?
Both approaches are valid. They simply answer different questions.
The specialised Agent
Rather than a “quote request Agent”, build a “quote request Agent for roofers”. It can then understand precise vocabulary:
LeakRoofEmergencyPhotosHeightAccessRoofing typeAvailability
- Far more precise language
- Simpler onboarding
- Better questions
- A more convincing demonstration
- A partner who immediately understands who it is for
- A business that recognises its own problem
- Less configuration needed
- Stronger commercial positioning
The general-purpose Agent
A general-purpose Agent can be superior when the problem is genuinely horizontal, for example:
Email classificationDocument summarisationMeeting organisationReportingOnboardingData extractionAdministrative tasks
- A far larger potential market
- One technical base across several sectors
- More reuse
- Centralised maintenance
- More integration opportunities
- The option to sell several versions or configurations
Why specialising can increase value
A buyer almost never pays for “more features”. They often pay for something else: less work between installing the product and getting the expected result.
A highly specific Agent already knows the vocabulary, the workflow, the data needed, the exceptions, the questions to ask and the expected outcome. It therefore needs less customisation, which strengthens the sense of fit — even if the total market is smaller.
The hybrid strategy: general core, specialised packaging
A particularly interesting approach keeps a common engine and presents it commercially by trade.
The general-purpose Agent
Qualification for roofersQualification for plumbersQualification for estate agenciesQualification for clinics
The core stays shared, while the prompts, the questions, the configuration, the onboarding, the demonstration and the copy are adapted to each trade.
This can combine the technical efficiency of a horizontal product with the commercial strength of a specialised solution. It is not always the right answer: it depends on the problem.
Do not build twenty mediocre Agents.
One solid Agent beats a library of automations that fail. Aim for a product that is:
ReliableTestedExplainableConfigurableMultilingualWell onboardedClear about its limits
Does one of these sound familiar?
Turn it into a workable automation, then into an offer.
I have an idea