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Budget

AI project budgets for SMBs: pricing, ranges and recurring costs

Break down scoping, data, POCs, integrations, deployment, training, tools, maintenance and internal time, with public AIPartnerLens amounts where available.

Independent selection

A provider's payment does not determine whether it is included.

Traceable data

Profiles distinguish public sources, provider-supplied information and AIPartnerLens analysis.

Fit before volume

The shortlist focuses on a few comparable providers, not a wall of logos.

What to verify before signing

  1. 1

    An AI project often includes scoping, data work, integrations and training.

  2. 2

    Initial budget is not enough: maintenance and tools matter.

  3. 3

    Compare a realistic scope rather than a broad promise.

  4. 4

    Ask what is included in setup and recurring fees.

  5. 5

    Plan the internal time required to validate and maintain the solution.

Next step

Have a budget range? Look for providers that fit the scope, not just an entry price.

The shortlist request lets you share the budget, integrations and expected production level so that more comparable offers can be considered.

AIPartnerLens data

What public prices can actually be compared

Across 81 public profiles, 21 contain public budget information, even if partial, and 11 show at least one numeric amount. The sample is too heterogeneous to calculate a meaningful average price: training, SaaS, automation and custom systems do not cover the same responsibilities.

81

public profiles analyzed

21

profiles with public budget information

11

profiles with at least one numeric amount

Examples of public amounts, scopes and comparison limitations
ProviderPublic amountScopeTo verify
BatirUpFrom €1,500 per projectModular start with a first high-impact agent.Post-deployment support is stated as included; longer-term maintenance remains separate.
GeneeMake from €3,500; program €8,000 to €25,000Make automation, build & run and MVP formats are published separately.Official pages do not all show the same ranges for business applications.
AGI-SOCustom system from €9,990 excl. VATDelivered in stages; fractional CTO stated from €499 per month.No public price range is currently used for the assessment or training.
CegosOpen-enrollment training from €990 excl. VATPublic price snapshot for the open-enrollment AI course.In-company and custom formats require a tailored quote.
Botnation AISaaS from €39 excl. VAT per monthPublic software price; enterprise-plan pricing and support terms need confirmation.A SaaS subscription is not comparable to a custom integration project.

Snapshot based on public data present in profiles on 4 August 2026. Amounts are neither merged nor converted into an average. See each provider profile for the complete wording: BatirUp, Genee, AGI-SO, Cegos, Botnation AI.

What actually makes up the budget

The cost of an AI project for an SMB is not limited to building an assistant or automation. Budget depends on scoping, data quality, the number of tools to connect, customization, team training, maintenance and recurring costs for the solutions used.

  • Scoping: clarify the need, data, risks and scope.
  • Prototype: test a limited use case before expanding it.
  • Deployment: integrate the solution into existing tools and routines.

Use price ranges carefully

There is no universal price. A targeted workshop or assessment costs less than a POC connected to several tools; a production deployment with security, monitoring and maintenance requires a larger budget. Treat ranges published by providers as comparison points, never as guaranteed quotes.

  • Small scoping exercise or workshop: short scope, decision deliverable and few integrations.
  • POC or targeted automation: prepared data, a few connections and explicit validation criteria.
  • Production: robust integrations, security, testing, documentation, training and maintenance.

Why two proposals may not be comparable

Two providers can quote similar budgets while covering very different realities. One may include audit, workshops, documentation, training and maintenance; another may price only the initial implementation. Compare deliverables, assumptions, exclusions and post-delivery responsibilities.

  • Does the proposal include integrations with existing tools?
  • Are training and documentation included?
  • Is maintenance included or billed separately?

Costs that are often forgotten

The visible budget is not always the full budget. Also plan for tool subscriptions, internal validation time, data preparation, corrections after production deployment, changes to prompts or workflows, and sometimes change management for teams.

  • Internal team time for scoping and validation.
  • Subscriptions to AI, CRM, support or automation tools.
  • Corrections and ongoing maintenance.

Pitfalls to avoid

A low price can be reasonable for a limited scope. It becomes risky when a broad project connects several tools, depends on sensitive data or is presented as requiring almost no internal effort. Conversely, a higher budget should be justified by scope, evidence, method and clear follow-up.

  • Compare scope before comparing price.
  • Ask what happens after delivery.
  • Check whether the budget covers testing, errors and adjustments.

Use the budget as a decision tool

Budget should help choose a realistic level of ambition. An SMB can start with a targeted use case, verify value and then expand. AIPartnerLens does not replace a proposal, but it helps buyers ask the questions needed to avoid proposals that are too broad, too vague or impossible to compare.

FAQ

Frequently asked questions

Should you ask for a fixed budget or a range?

A range is often more realistic at the beginning. It should state assumptions, scope and the factors that could change the price.

Should maintenance be planned from the start?

Yes. An AI solution depends on data, tools, usage and user feedback. Without clear maintenance, the real cost may only become visible after launch.

How should you compare AI agency pricing?

Compare deliverables, method, evidence, tools, integration depth, training and recurring costs, not only the initial amount.

Does AIPartnerLens publish an average AI project price?

No. Public amounts cover engagements that are too different to produce a reliable average. AIPartnerLens publishes scopes and limitations so figures can be compared without merging unlike services.

You can also review a decision-focused example profile before comparing providers.