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Selected work · BrisAI studio system

From business questions to a practical AI shortlist.

The AI Opportunity Snapshot helps a business explore where AI could be useful. A responsive assessment turns structured answers into a prioritised report. Behind it, connected intake handles report delivery and CRM updates, bringing the customer experience and business operations together.

AI Opportunity Snapshot results showing opportunity and readiness scores for a fictional business
BrisAI studio system · Fictional business answers shown · Open full-size interface

The business problem

An open-ended AI conversation can be hard to begin. Owners need an accessible way to relate the possibilities to their own work.

The business also needs to handle interest consistently: retain context, deliver the requested information and connect the enquiry with its operational tools.

Inside the experience

How the system works

  1. 01

    Understand the business

    Structured questions collect the context needed to identify relevant opportunities.

  2. 02

    Show the reasoning

    Deterministic scoring produces a prioritised shortlist with readiness, complexity and risk considerations.

  3. 03

    Connect the next step

    An optional report request carries validated context into the delivery and CRM workflow.

The engineering behind it

BrisAI built a responsive multi-step assessment and a deterministic scoring engine, connecting business answers to fifteen stable opportunity entries.

Results explain the shortlist and its assumptions. The optional report request sends server-validated results to the delivery workflow.

A separate enquiry path accepts a short project message. The documented intake system logs receipt, prepares structured context, updates HubSpot and sends acknowledgements and operator notifications.

Experience
Responsive assessment, results and optional report request
Decisions
Deterministic scoring with server-side recomputation
Integration
Website APIs, n8n, Outlook and HubSpot
Business answersScore + prioritisePersonalised reportOptional report requestDelivery + CRM
An assessment journey connected to report delivery and CRM operations.

Evidence and operation

Built as a connected studio system.

The assessment, scoring engine and intake architecture are implemented in BrisAI’s own software. The example shown uses fictional business answers; it illustrates the experience rather than a client outcome.

Indicative recommendations

The report is based on questionnaire answers. A project assessment examines the actual processes, data and business case.

Operational evidence

The interface and documented integration demonstrate the implementation. This write-up does not report customer conversion, revenue or time savings.

Where this could take your business

Interactive assessments, quotation preparation, guided customer experiences and enquiry workflows that need to connect with business software.

Your next move

Let’s build what moves your business forward.

Bring a problem, an idea or an ambition. Start with a free 20-minute conversation to explore the possibilities and a useful next step.