Free Assessment
Where should AI go first in your business?
The Lightbridge.ai AI Opportunity Assessment turns four answers about your department, team size, workload, and existing systems into a ranked shortlist of specific AI use cases suited to your function. Each result includes a plain-language reason it fits and a link to the Lightbridge.ai practice or product built to help you pursue it.
4 questions. 2 minutes. Free.
What We Consider
The Lightbridge.ai AI Opportunity Assessment: four inputs, one ranked shortlist.
Department & function
The single biggest factor in a useful shortlist. AI opportunities look different in sales than in finance or operations, so this narrows the catalog to the use cases your function actually owns.
Team size
Some use cases pay off at volume, like an AI agent handling a high-ticket-count support queue. Others fit a lean team best, like a direct spreadsheet connection that skips building a new reporting pipeline.
Biggest time-sink
The one process costing your team the most hours today. This is the sharpest signal in the assessment: it points directly at where an AI use case would be felt first.
Systems already in use
Whether your team runs NetSuite, Salesforce, cloud infrastructure, spreadsheets, or custom software changes which use cases plug in with the least new work.
Not Another Checklist
A list of AI use cases is easy to find. A Lightbridge.ai shortlist that fits your team is not.
Lightbridge Automation publishes a full catalogue of enterprise AI use cases and a general where-to-start guide, and both are worth reading. They describe the whole landscape and the general order of operations, the same content for every reader. This assessment does something different. It takes your department, your team size, your actual time-sink, and the systems you already run, and returns the handful of use cases that fit your situation, ranked, with a reason for each one.
Catalogue
Static. Every use case, every function, same list for every reader.
Where-to-start guide
Static. Teaches the general sequencing framework, the same lesson for every reader.
AI Opportunity Assessment
Interactive. Your department, your workload, your systems, your shortlist.
What We Ask
The Lightbridge.ai AI Opportunity Assessment's full question set.
Four questions, answered in the tool below. Listed here in full so you know exactly what the assessment considers before you start.
What department or function do you work in?
Used to match use cases to the work your team actually owns.
Options
- Sales
- Marketing
- Finance & Accounting
- Operations & Supply Chain
- Customer Service & Support
- HR & Recruiting
- IT & Software Engineering
- Executive / Cross-functional
How large is your team or department?
Some use cases matter more at volume, others fit a lean team best.
Options
- 1 to 10 people
- 11 to 50 people
- 51 to 200 people
- 201 to 1,000 people
- More than 1,000 people
What is the biggest time-sink or manual process your team deals with today?
Pick the single process that costs the most hours, not every process that annoys you.
Options
- Manual data entry, or re-keying information between systems
- Reviewing documents, contracts, or invoices line by line
- Pulling numbers together and building reports by hand
- Repetitive customer, prospect, or candidate communication
- Chasing approvals or status updates across people and systems
- Onboarding or training new people on process and policy
- Building or maintaining custom software and integrations
Which systems does your team already use? (select all that apply)
Some AI opportunities plug directly into a system you already run.
Select all that apply
- NetSuite or another ERP
- Salesforce or another CRM
- AWS, Azure, or GCP infrastructure
- Spreadsheets and manual tracking
- Custom-built internal software
- None of these, or not sure
The Full Catalog
Every AI use case the Lightbridge.ai AI Opportunity Assessment matches against.
The tool below ranks a shortlist of four or five from this fixed catalog based on your answers. Each entry links to the Lightbridge.ai practice or product genuinely positioned to help, never a third-party vendor.
Sales & CRM
AI-assisted lead scoring inside your CRM
AI reads signals across your CRM records and ranks which accounts are ready for a conversation, so reps work the list in the order that produces revenue instead of top to bottom.
Learn more at Lightbridge Cloud, Salesforce practice →Sales & CRM
Draft and personalize outbound sales messaging
AI drafts and personalizes outbound messaging inside your CRM, tailored to a segment, while a person keeps approval and judgment over what actually goes out.
Learn more at Lightbridge Cloud, Salesforce practice →Sales & CRM
Surface which accounts are ready for a conversation
AI surfaces which accounts show real buying signals right now, so leadership sees where to focus attention before the quarter closes, not after.
Learn more at Lightbridge Cloud, Salesforce practice →Marketing
Turn one piece of content into many channel-ready assets
One source piece becomes briefs, summaries, and channel variants under editorial review, compressing the production cycle for a lean marketing team without diluting the message.
Learn more at Lightbridge Automation, custom AI development →Customer Service
Automated first-response and ticket triage
AI drafts a first response to the common, well-documented support requests and routes only genuine exceptions to a person, so first-response time drops.
Learn more at Lightbridge Automation, AI agents →Customer Service
Summarize and tag every customer interaction
Every call or chat is summarized and tagged automatically, so the next person has context immediately and the team sees what customers actually struggle with.
Learn more at Lightbridge Automation, AI agents →Cross-functional
An internal knowledge answer layer for policies and procedures
Policies, procedures, and prior answers become a searchable layer, so a person gets a grounded answer in seconds instead of hunting across documents and past tickets.
Learn more at Lightbridge Automation, AI agents →Finance & ERP
Native NetSuite AI for first-pass document review
NetSuite's own AI features, including Intelligent Bill Capture, read invoices and vendor bills and flag exceptions for a person to confirm. Lightbridge ERP configures and optimizes these features against your real chart of accounts and approval flow.
Learn more at Lightbridge ERP, NetSuite AI advisory →Finance & ERP
Native NetSuite AI for reporting commentary
NetSuite's Narrative Insights and Text Enhance features can draft the plain-language commentary that explains the numbers. Lightbridge ERP helps you turn that native capability on correctly and get it in front of the people who sign off.
Learn more at Lightbridge ERP, NetSuite AI advisory →Finance & Operations
Catch third-party freight charges before the carrier invoices you
A shipped NetSuite extension detects freight charges billed to your carrier account, including vendor shipments, before the carrier invoices you, then trues up to actual.
Learn more at Lightbridge Software, Predictive Third-Party Shipping Intelligence →Operations
Consolidate purchase orders to reach volume pricing
A shipped NetSuite extension lets your team selectively group individual order lines into consolidated vendor purchase orders that reach volume pricing and freight incentives.
Learn more at Lightbridge Software, Purchase Order Consolidation →Operations
Mobile barcode counting instead of a full warehouse system
A shipped NetSuite extension runs mobile barcode cycle and physical inventory counts, a deliberately lighter alternative to a full warehouse management system.
Learn more at Lightbridge Software, Barcode Inventory Counting →IT & Engineering
Custom integrations between the systems you already run
A custom-built integration connects the systems your team already runs, with an AI layer where it genuinely reduces manual work, built and supported by Lightbridge Automation.
Learn more at Lightbridge Automation, custom AI development →Operations & IT
An AI agent that carries a workflow end to end
An AI agent carries a repetitive, multi-step process end to end, with human review built in at the points that matter, instead of a person doing every step by hand.
Learn more at Lightbridge Automation, AI agents →HR & Recruiting
Structure and summarize candidate applications fairly
AI structures and summarizes applications against a role's real requirements, with human decision authority preserved and bias controls built in from the start.
Learn more at Lightbridge Automation, AI agents →HR & Recruiting
Answer employee policy and onboarding questions instantly
New hires and employees get grounded answers to policy and process questions any hour of the day, freeing a lean HR team for the conversations that need a person.
Learn more at Lightbridge Automation, AI agents →Cross-functional
A direct line between your spreadsheets and Claude
A Google Sheets integration for Claude lets your team ask questions and get analysis in place, without building a new reporting pipeline first.
Learn more at Lightbridge Software, Google Sheets connector for Claude →IT & Infrastructure
Cloud architecture and compute readiness for AI workloads
AI workloads need real compute, storage, and integration paths. Lightbridge Cloud evaluates your architecture and closes the gaps before a model ever reaches production.
Learn more at Lightbridge Cloud, AWS practice →Sales & Finance
Catch pricing and discount errors before a quote reaches finance
AI checks a quote against your pricing rules and approval thresholds before it moves from CPQ into an order, so finance is not the one catching a discount error after a customer has already signed.
Learn more at Lightbridge ERP, quote-to-cash advisory →Marketing
Roll up campaign performance across channels automatically
AI pulls campaign results out of your CRM and spreadsheets into one view, so a marketer sees what is working across channels without rebuilding the same rollup by hand every week.
Learn more at Lightbridge Cloud, Salesforce practice →Customer Service
Route and prioritize support cases inside Salesforce Service Cloud
AI reads an incoming case, assigns it to the right queue, and flags the ones that need urgent attention, so a support team spends its time working cases instead of sorting them.
Learn more at Lightbridge Cloud, Salesforce practice →HR & Recruiting
Answer headcount and workforce questions straight from your spreadsheets
A direct connection between your existing headcount and comp spreadsheets and Claude lets HR ask a question and get an answer in place, without a new reporting tool to stand up first.
Learn more at Lightbridge Software, Google Sheets connector for Claude →Take the Assessment
Start the Lightbridge.ai AI Opportunity Assessment.
Answer the four questions above. Your ranked shortlist appears on screen the moment you finish, with the option to email yourself a copy and request a consultation.
Four questions. A ranked shortlist.
What department or function do you work in?
Used to match use cases to the work your team actually owns.
How large is your team or department?
Some use cases matter more at volume, others fit a lean team best.
What is the biggest time-sink or manual process your team deals with today?
Pick the single process that costs the most hours, not every process that annoys you.
Which systems does your team already use? (select all that apply)
Some AI opportunities plug directly into a system you already run.
Once Lightbridge.ai narrows where to focus, confirm you can execute.
A shortlist names the opportunity. It does not confirm your organization is ready to pursue it. Take the AI Readiness Assessment next to score your data, team skills, infrastructure, and governance across the same functions. Ready to turn a shortlist into a sequenced plan with owners and decision gates? Talk to Lightbridge.ai AI strategy consulting about turning these results into an AI adoption roadmap.
Frequently asked questions about the Lightbridge.ai AI Opportunity Assessment
- What is the AI Opportunity Assessment?
- The AI Opportunity Assessment is a free, interactive tool from Lightbridge.ai. It asks four questions about your department, team size, biggest time-sink, and the systems you already run, then matches your answers against a fixed catalog of AI use cases and returns a ranked shortlist of four or five candidates, each with a plain-language reason and a link to where you can pursue it.
- How does the AI Opportunity Assessment rank use cases?
- Your department narrows the catalog to the use cases relevant to that function. Your time-sink, the systems you already use, and your team size then score each candidate: a use case that matches your stated time-sink or plugs into a system you already run ranks higher. The result is a shortlist tied to your actual answers, not a generic top-five list.
- How is this different from Lightbridge Automation's AI use-case catalogue?
- Lightbridge Automation's enterprise AI use-case catalogue and where-to-start guide are comprehensive, static references. They describe the full landscape of AI use cases and the general order of operations for adopting AI, the same content for every reader. The AI Opportunity Assessment is interactive: it takes your own department, workload, and systems and returns a shortlist scoped to you, not the full catalogue.
- How is this different from the AI Readiness Assessment?
- The AI Readiness Assessment measures whether your organization is prepared to execute on AI, across data, team skills, infrastructure, use-case clarity, and governance. The AI Opportunity Assessment identifies which AI use cases are worth pursuing in the first place, based on your department, workload, and systems. Many organizations take both: find the opportunity first, then confirm readiness to execute on it.
- Is the AI Opportunity Assessment free?
- Yes. The assessment and your shortlist are provided at no cost, in your browser, with no waiting on an emailed report.
- Does the assessment recommend a specific vendor or platform?
- No. Each use case links to the Lightbridge.ai entity or product genuinely positioned to help: Lightbridge Cloud for CRM and cloud infrastructure work, Lightbridge ERP for NetSuite AI advisory, Lightbridge Automation for custom AI development and AI agents, and Lightbridge Software for its own shipped ERP extensions. The assessment does not recommend a third-party vendor or platform Lightbridge.ai has no relationship with.
- What happens after I get my shortlist?
- Your ranked shortlist appears immediately on screen. If you want a copy in your inbox, share your contact details and we will send your results and follow up within one business day to offer a complimentary consultation. From there, many organizations move to AI strategy consulting to turn a shortlist into a sequenced roadmap, or to the AI Readiness Assessment to confirm they can execute on it.
- Can I retake the assessment for a different department or team?
- Yes. Selecting Start over on your results screen returns you to the four questions with a blank slate, so you can run the assessment again for a different department, team size, or workload and compare shortlists.