Recommended first
Knowledge search
Help the service team find reliable answers in the tools they already use.
Existing software feature81.7/ 100
RESEARCH-INFORMED AI OPPORTUNITY ASSESSMENT
Find the AI projects worth implementing.
Discover helps your team find and evaluate useful AI ideas in one focused week. Leave with up to three well-founded opportunities, clear benefit estimates and a practical next step.
One focused weekUp to three assessed opportunities€4,500 + VAT
Workshops and preparation agreed in advance. We recommend the cases the evidence supports.
DISCOVER / PRODUCT EXAMPLE
A research-based way to find where AI could benefit your business most.
See the priorities, estimated benefits and suggested next steps from a fictional project. Open an idea to read more.
Discover / Northline ServicesFictional example
- 01Project Information
- 02Generate
- 03Evaluate
- 04Rank
- 05Implementation PartnersOptional
04 / Your priorities
AI includedA clear place to start.
Five ideas assessed. Three worth exploring further.
Versta score
Your ideas, in perspective.
Open an idea for details01Knowledge searchExisting software feature€75,000/ year · estimate81.7/ 100
The idea
Help the service team find answers in approved instructions and product documents, with links to the original sources.
Information retrieval & synthesisNext step
Test search quality with the service team.
02Invoice follow-upTraditional automation€37,500/ year · estimate78.8/ 100
The idea
Send reminders using clear payment rules and route disputed invoices to a person for review.
Traditional automation (without AI)Next step
Confirm exception rules with finance.
03Sales proposal assistantExisting solution€75,000/ year · estimate66.9/ 100
The idea
Draft proposals from approved service descriptions. Sales staff check the scope, price and commitments before sending.
Content generationNext step
Check the contribution estimate in a trial.
04Request routingExisting software feature€37,500/ year · estimate65.6/ 100
The idea
Classify incoming service requests and suggest the right team. A person handles unclear or sensitive requests.
AutomationNext step
Measure routing accuracy on past requests.
05Report draftingExisting solution€12,500/ year · estimate41.2/ 100
The idea
Prepare a monthly operating report from team updates. Source definitions and reporting practices first need to be agreed.
Information retrieval & synthesisNext step
Agree source data and reporting practices.
Illustrative estimates before implementation and running costs. Scores help compare ideas; they do not predict returns or success.
Why knowledge search comes first
Illustrative AI findings supporting the recommendation.
- A useful starting point
Approved source documents give the trial a clear starting point. Retrieval research supports testing answers grounded in relevant sources.
Lewis et al. · 2020 ↗ - A manageable first step
The existing software offers a way to start without building a new system. This is an inference from the fictional case.
- Something to verify
Performance varies by task. The trial needs to establish whether reliable answers release useful time in this team.
HBS · 2023 ↗
Research informs the assessment; it does not validate this fictional company’s benefit estimate.
Results preview · fictional data and AI findings · example choices reset on reload
Research helps us ask better questions.
We use published research and industry guidance to examine where AI helps, what makes implementation difficult and how benefits reach the business.
Explore the research ↗RAND · 2024
Define the business problem.
Project failures reveal the importance of clear goals, usable data and an understanding of the work.
Harvard Business School · 2023Assess the specific task.
AI can help one task and impair another. Suitability needs to be assessed in context.
American Economic Journal · 2021Account for the whole investment.
Skills, process changes and integration affect the cost and timing of business benefits.
A CONSIDERED RECOMMENDATION
How we develop recommendations for your business
Your consultant guides the assessment and brings the findings into context. The results make it clear which ideas deserve attention, why they stand out and what a useful next step would be.
Ideas grounded in your work
Start with the situations your team knows. We help turn a practical need into an idea worth examining.
Reasons you can examine
Relevant research, your business information and consultant judgment help establish what is promising and what still needs checking.
A practical next step
Receive clear priorities and a recommendation on how to test or develop the leading ideas.
OPTIONAL IMPLEMENTATION-PARTNER SEARCH
Finding implementation partners suited to your project
When you are ready to explore implementation, we can find up to three potential partners for the leading projects. We match the shortlist to your industry, the type of solution and the experience the work requires.
You decide whether to use this optional step and which partner to choose. An in-house team may also be the right fit. Versta receives no implementation-provider commission.
Industry and process knowledge
Relevant experience with the work, its terminology, exceptions and quality requirements. We look for comparable delivery examples and references.
Technology and integration
The ability to work with your systems, data and access controls. We consider whether an existing product, an integration partner or a specialist developer is the appropriate route.
Delivery and ongoing responsibility
A credible approach to testing, staff adoption, support and maintenance. We examine who would be responsible when the system or the underlying work changes.
Costs and commercial terms
Setup and running costs, licensing, data terms and supplier dependence. The provider must make sense for the scale and economics of the case.
VERSTA DISCOVER
An assessment to guide your next AI investment
A focused assessment for one company or business unit. Your team brings its knowledge of the work. We guide the workshops, evaluate the ideas and explain the recommendations.
What Discover includes ↗Discover · launch price€4,500+ VAT
Preparation, workshops, evaluation and a management readout. Optional implementation-partner search for the leading projects.