Business problem
What is done today, by whom, how often and with what impact.
Know what to buy before asking for proposals
Describe a real business problem, your tools and constraints. AIPartnerLens first helps you decide whether the right path is existing software, automation, an internal build, custom AI or an external provider — then compares a few providers only if external execution is actually relevant.
Manual review
Each request is reviewed against available profiles rather than ranked automatically.
A few profiles
The aim is 3 to 5 reasoned options rather than an exhaustive directory dump.
No obligation
You decide which providers, if any, you want to contact afterwards.
How it works
How AI PartnerLens turns a problem into a buying decision
The request starts from the business problem, not a provider category. It first clarifies the likely execution path, then compares profiles only if external help makes sense.
- 1
Describe the problem
Explain the process, the users involved, the expected outcome and what is blocking you today.
- 2
Clarify the approach
Distinguish existing software, automation, internal build, custom AI or a real need for an external provider.
- 3
Compare if needed
If external execution is relevant, AIPartnerLens reviews a few profiles, explains why they may fit and highlights points to verify before contact.
Useful brief
Information that makes the selection more precise
The need can still be imperfectly defined. A few specific details prevent unlike proposals from being compared as if they covered the same scope.
Expected outcome
The observable change sought: speed, quality, volume, adoption, fewer errors or better decisions.
Systems and data
CRM, ERP, helpdesk, documents, databases, APIs, access constraints and documentation level.
Project framework
Indicative budget, timeline, internal sponsor, teams involved and expected maintenance level.
You can also prepare an AI project brief, use the AI provider comparison guide, or check the budget information worth sharing.
Methodology
How profiles are compared
A useful shortlist depends on more than a category. It should account for the business context, expected evidence level, tools already in place and operational risk.
Use cases
Customer support, prospecting, internal documents, reporting, HR, training, automation or AI strategy.
Budget / scope
Indicative range, expected integration level, maintenance and recurring costs to anticipate.
Available evidence
Demos, client case studies, anonymized deliverables, references or private evidence to request before signing.
Technical environment
CRM, support tools, Make, n8n, OpenAI, Notion, SharePoint, internal tools or existing constraints.
Internal maturity
Available data, documentation, project owner, team time and expected adoption level.
Risks and fit
Dependencies, reasons a provider may not be the right fit, unclear maintenance, security, data quality and limitations to verify.
Outcome and limitations
What the request helps prepare
What you receive
- A first read on the execution path to test: existing software, automation, internal build, custom AI or external support.
- If an external provider is relevant, a short selection of profiles that may fit your context.
- Decision criteria and points to verify before contacting or signing with a provider.
What it does not guarantee
- No ROI guarantee.
- No guarantee that a provider will be available.
- No paid ranking.
- No replacement for a full legal, technical or security audit.
Transparency
Why it is free during V0
AIPartnerLens is in a launch phase. Shortlist requests help us better understand real SMB and mid-market buyer needs and improve the comparison framework: use cases, budget, evidence, risks, tools, maturity and fit.
The business model may include verified, maintained or enriched provider profiles. This monetization cannot buy a better recommendation, hide a risk or influence editorial analysis. Paid profiles can make a provider's services easier to understand; editorial qualification and limitations remain independent.
Before requesting
Prepare a more precise comparison
If the right provider type is not clear yet, start from the business problem. The use-case pages show the data, risks and responsibilities worth clarifying before comparing profiles.
AI automationCustomer serviceHuman resourcesManufacturingSales productivityFinance operationsOrder processingRFPs & proposalsProcurement operationsEnterprise knowledgeSupply chainProduction planningQuality controlMaintenanceProduct content & e-commerceEmail operationsLegal & document operationsSales operationsFinance operationsAccounts receivableMeetings & productivityData & management reportingSupport operations
FAQ
Frequently asked questions before requesting a shortlist
Is the shortlist paid?
During V0, requesting a shortlist is free. It helps AIPartnerLens understand buyer needs and test the value of a more structured comparison.
Can providers pay to be recommended?
A provider can pay to structure or maintain its profile, but it cannot buy an editorial recommendation, hide a risk or remove a documented reason it may not be the right fit.
How many providers will I receive?
The goal is to suggest a few relevant profiles, not an exhaustive list. The number depends on the need, budget, maturity and available profiles.
Can I request a shortlist if my need is not fully clear yet?
Yes, if you can describe the business problem. AIPartnerLens can help clarify the need before comparing providers.
Does AIPartnerLens replace a scoping call?
No. The shortlist helps prepare discussions, but it does not replace detailed scoping with the selected providers.