The work has not been measured
Teams feel the repetition, but rarely know its weekly volume, cost, error rate or knock-on effect. That makes every ROI claim fragile.
AI opportunity assessment for small businesses
Know where AI is worth your time.
Know where AI is worth your time.
Before you buy another tool.
A fixed-scope assessment for one team. In seven business days, get 5–7 ranked opportunities, transparent value scenarios and a practical 30-day plan.
€990 + VAT
One team or function
Remote, in English or Finnish
Illustrative report sample
Opportunity priority map
01
82
Proposal preparation
Process + tool · quick win
02
74
Meeting preparation
Managed agent candidate
03
61
CRM follow-up hygiene
Fix data first
First move30-day test
ConfidenceAssumptions shown
Example only. Scores and findings are hypothetical and do not represent a client result.
60
Minute interview
5–7
Scored opportunities
30
Day action plan
€990
Fixed price + VAT
The real buying problem
Finding AI ideas is easy. Choosing one that survives contact with your business is harder.
A useful opportunity has to fit the work, the people, the data, the controls and the budget at the same time. Tool-first advice usually leaves those decisions to you.
Different problems need different interventions
A prompt, team guideline, off-the-shelf tool, automation, managed agent and custom application solve very different jobs. Buying the most impressive option can add work instead of removing it.
Data and approval rules arrive late
Personal data, customer contracts, system access and human approval can change the viable solution. They belong in the first decision, not the final technical review.
No one owns the first test
A long backlog of ideas is not a roadmap. Progress starts when one bounded test has an owner, a baseline and a clear continue, change or stop decision.
One decision-ready map
See the opportunity, the trade-offs and the first test in one place
The assessment compares every opportunity with the same criteria: business impact, time, effort, cost, data, risk, organisational readiness, human control and speed to value.
What changes after the assessment
From a list to a sequence
You know what to test now, what needs preparation and what should wait.
From a savings claim to visible assumptions
Hours, cost, reducible share and implementation dependencies stay visible so your team can challenge them.
From “AI” to the right solution type
Each finding is classified as process, training, tool, automation, managed agent, custom application or a reason to wait.
Core outcome
A first decision your team can explain, fund and test in 30 days.
Exactly what you receive
A report built for a decision, not a presentation shelf
The standard package covers one company, one team or function, one interview and up to five workflows supplied for review.
Delivery
Within seven business days after the interview
Review call normally held within five business days after delivery.
- 01Structured intake
Your goals, workflows, tools, data, risks and implementation capacity.
- 0260-minute assessment interview
One primary stakeholder interview with up to two customer participants.
- 03Five to seven opportunity cards
Problem, solution type, impact, effort, cost, data, controls, confidence and first test.
- 04Priority scorecard and impact–effort map
The same weighted criteria applied across every opportunity.
- 05Transparent value scenarios
Customer-provided inputs, formulas, confidence and excluded costs shown.
- 0630-day action plan and longer roadmap
Owners, tests, decision gates and what should happen later.
- 0712–18 page PDF and 60-minute review
Plus one factual-correction round requested within five business days.
Hypothetical examples
A useful finding can recommend a tool, a different service or no AI yet
These examples show the report format. They are not client cases, results or promises.
Ready to test
Proposal preparation
Process change + off-the-shelf AI tool
Finding
Source material is reusable, but scattered across folders and old proposals.
First test
Ten historical proposals in a closed test with source checking.
Human control
Sales owner approves facts, prices and final text.
Agent candidate
Meeting preparation
Managed AI Agent
Finding
The work repeats on a schedule and needs calendar, CRM and document context.
First test
Prepare briefs for five internal meetings before adding external recipients.
Human control
The user reviews every brief; the agent sends nothing externally.
Fix the foundation
CRM follow-up hygiene
Process and data change first
Finding
Required fields and ownership rules are inconsistent, so automation would spread poor data.
First test
Define five required fields and measure completion for two weeks.
Decision
Reassess automation only after the data baseline improves.
Indicative value calculator
Estimate the value of reducing repetitive work
Use conservative inputs. The result is a scenario for discussion, not a forecast or guaranteed business outcome.
Potential value scenario
Hours / week3.0
Hours / year138
Monthly value€518
Annual value€6,210
Assessment-fee payback1.9 months
Discuss this scenario
What the payback includes
It compares the €990 assessment fee with the scenario value. It excludes implementation, subscriptions, training, change management and ongoing operating costs.
Transparent formulas
The assessment uses the same logic, then checks whether the inputs and reducible share are credible.
- Weekly hours
- employees × weekly hours × reduction %
- Annual hours
- weekly reclaimed hours × working weeks
- Monthly value
- annual hours × hourly cost ÷ 12
- Payback
- assessment fee ÷ monthly value
Important: This is an indicative scenario, not a forecast or guarantee. It assumes the entered work exists consistently, the reducible share is realistic and reclaimed time can be used productively. A reduction in work does not automatically become a reduction in payroll or cash cost.
A bounded delivery
From fit check to a first 30-day decision
The customer provides the operating context. Verstos challenges the problem, validates the options and turns the evidence into a prioritised plan.
Fit and scope
A free 20–30 minute call confirms the team, decision, workflows, risks and whether the standard package fits.
Intake and interview
You complete the structured intake and join one 60-minute interview. No production credentials or raw sensitive datasets are required.
Analysis and report
Verstos researches, scores and quality-checks 5–7 opportunities, their value scenarios and solution paths.
Review and decide
A 60-minute review challenges the assumptions, selects the first move and names an owner for the 30-day plan.
Your responsibilities
- Complete the intake at least two business days before the interview.
- Provide reasonable estimates for volume, time, cost and current tools.
- Redact personal, confidential and special-category data unless separately agreed.
- Bring the person who knows the selected workflows and can confirm assumptions.
- Name an owner if the 30-day plan will be implemented.
Interview recording is optional and requires explicit consent. Redacted notes are enough for the assessment.
A strong fit
You have recurring knowledge work and need a first business decision
- Founder-led or owner-managed B2B service business.
- One team or function with visible repetitive work.
- A decision-maker and someone who can own a 30-day test.
- Enough workflow, volume and cost information to make assumptions visible.
- Willingness to choose a simpler process or tool when it is the better answer.
Probably not the right service
You need an enterprise strategy, compliance opinion or immediate implementation
- A company-wide architecture or transformation programme.
- Legal advice, DPIA, AI Act conformity assessment or security audit.
- A guaranteed savings figure before a test.
- Production-system access, procurement or implementation inside the assessment.
- Automated high-risk decisions in employment, credit, health, biometrics or safety without specialist support.
Fixed scope and price
One assessment. One team. One first decision.
Prices exclude VAT. The assessment is paid before the interview. Implementation and third-party tools are quoted or purchased separately.
AI Opportunity Assessment
€990 + VAT
For one company, one team or function, one interview and up to five workflows supplied for review.
Structured intake
60-minute interview
5–7 scored opportunities
Impact–effort matrix
Value scenarios
Tool and solution paths
30-day action plan
Longer roadmap
12–18 page PDF
60-minute review
Clarity commitment
Leave the review with a clear first decision and a practical 30-day next step
If the review shows the report does not provide both within the agreed scope, Verstos will revise it once at no charge. This does not guarantee savings, returns, tool suitability or implementation results.
Broader team view
Team assessment from €2,490 + VAT
Up to three stakeholder interviews, two connected functions, 8–10 opportunities and a 90-minute decision workshop. Recommended only when one interview would create a misleadingly narrow view.
What may come next
The recommendation chooses the next service, not the other way around
The review is designed to remain useful even when you implement the recommendation yourself or choose another provider.
1:1 Personal AI Sparring
When one person needs hands-on capability, prompts or tool guidance.
Managed AI Agent
When recurring work needs persistent context, scheduled routines and managed operation.
Custom AI Apps
When the workflow needs a tailored interface, logic or customer-facing product.
Training or workflow automation
When the main constraint is shared capability or a stable, bounded process.
Assessed by the person who can also challenge the implementation
I have spent more than 20 years building digital services, growth systems and businesses. At Verstos, I focus on practical AI-native tools and services for entrepreneurs and small teams.
You work directly with me from the fit call to the final review. The report may recommend a simple tool, a process change, outside expertise or no implementation yet.
Questions before buying
Frequently asked questions
What exactly do you assess?
The standard package covers one team or function and up to five workflows you provide. It assesses the business need, value scenario, solution type, effort, cost, data, risk, readiness, human control and first test.
How is this different from 1:1 AI sparring?
Sparring helps one person use AI better in their own work. The assessment is a business-level diagnostic: several workflows are compared, scored and turned into an investment sequence and 30-day plan.
How accurate are the savings estimates?
They are scenarios, not predictions. The report shows the customer-provided inputs, reducible share, formulas, excluded costs and confidence. A bounded pilot should verify the estimate before a wider investment.
Do you need access to our systems or data?
Not for the standard assessment. Workflow descriptions, aggregate figures, tool names and redacted examples are normally enough. Do not send passwords, production exports or unnecessary personal data.
Will every recommendation lead to a Verstos service?
No. A finding may recommend a process change, team training, an off-the-shelf tool, another specialist, a later review or no action yet. Any Verstos implementation is a separate decision and proposal.
Can you assess regulated or high-risk workflows?
The assessment can flag that specialist legal, privacy, security or domain review is required. It does not provide that review. Workflows affecting employment, credit, health, biometrics, safety or people's rights may be excluded or paused until the right specialists are involved.
Can the assessment be delivered in Finnish?
Yes. The interview, report and review can be delivered in Finnish or English.
What if there is no worthwhile AI opportunity?
That is a valid conclusion. The report should explain what blocks value, what foundation to fix and when to reassess. Verstos will not invent an implementation to justify the assessment.
Choose the first opportunity
Book a 30-minute fit call
Bring one team's recurring work. Leave the review with a decision.
Book a free 30-minute fit call. We will check the scope, decision, workflows and whether the assessment is the right next step.