An AI agent platform gives your team software to build and operate workflows. AmpliLoop adds people to design, run and improve the agreed agents. The choice is not necessarily one or the other: a capable internal owner may only need a platform, while a team short on operating capacity may need support using the tools it already pays for.
Software and operating capacity solve different gaps. Start by asking whether your team needs better tools, more time to use them, or both.
You have a capable owner and need software to deliver a clear, repeatable workflow.
You need capacity to design and operate agents, not just access to more software.
Typical responsibilities, not a product feature checklist. Platform capabilities and vendor support vary; compare the actual plan and engagement.
| Question | AmpliLoop | Buying a platform |
|---|---|---|
| What you are buying | Design, launch and ongoing operation of agreed agents, with software inside the service. | Software capabilities, with implementation or managed support only where the vendor’s offer includes them. |
| Choosing the workflow | We propose priorities through a blueprint; your team agrees the brief and business rules. | Your internal owner evaluates templates and capabilities against the work your team needs done. |
| Build and integration | An operator configures the agreed workflow in suitable tools, subject to access and integration scope. | Your team or implementation partner configures data, permissions, integrations and exceptions. |
| Monitoring and improvement | We review, measure and tune the agents as part of the managed engagement. | Your owner uses the available logs, alerts and evaluation tools, and acts on what they show. |
| Judgment and approval | Your team agrees qualification rules and review points; people approve the actions that need review. | Your team defines rules and configures the platform’s approval controls. Capabilities vary by product and plan. |
| Tool and data fit | Use existing tools where they fit; confirm required licences, data access and any custom work before launch. | Check the specific product’s connectors, permissions, limits and coverage of your actual workflow. |
| Complete running cost | Launch from $3,999, then service from $4,999 a month. Model and API costs are included; third-party licences are separate. | Licences and usage, plus implementation, internal operating time and any paid support or maintenance. |
| Changes and exit | Agree included changes, account access, documentation and the next operating owner. | Check export options, configuration portability, vendor dependencies and who maintains the workflow if you switch. |
Buy and operate a platform yourself when someone on your team has the skills, access and time to own the workflow. That owner needs a real place in the roadmap—not an expectation that they will fit monitoring and improvements around an already full job.
A narrow, repeatable job may not need a managed service. If a template handles your enrichment task, the data is reliable and a named person checks exceptions, software alone can be the simpler choice. At low volume, a manual checklist may be simpler still.
Some vendors offer onboarding, implementation partners or managed services. Include those in the comparison if they solve your operating gap. The important distinction is what work the offer covers, not whether the provider calls itself a platform.
Clay, Salesforce Agentforce and HubSpot Breeze are examples teams may evaluate, not interchangeable products. Their scope, CRM context, integration options and commercial terms differ. This guide compares buying software with buying managed operation; it is not a feature ranking of those products.
Test your actual brief before choosing a tool. For stalled deals, can it read the relevant activities, exclude closed deals, apply your inactivity rules, show evidence and route a contextual draft to the right person? Check permissions, data freshness, usage limits and what happens when context is missing.
If you already own a suitable platform, start there. AmpliLoop can work with existing tools where they fit the agreed scope. Confirm feasibility before committing: an existing licence does not guarantee every connector, permission or custom workflow is available.
Compare the same workflow over the same period. For a platform, include subscription or seat fees, usage credits, implementation, support and the time your team spends checking runs and improving outputs. Ask how retries, higher volume and additional integrations affect the bill. There is no useful single price for the whole platform category.
AmpliLoop starts with a free blueprint, a launch sprint from $3,999 and ongoing service from $4,999 a month. One launch plus six months at those starting rates is $33,993 before third-party licences. Model and API costs are included; tools such as enrichment services are billed separately. This is an illustrative budget, not a quote for every workflow.
Using AmpliLoop with a platform you own does not replace the vendor’s bill. Include both costs, alongside your team’s remaining review effort. Managed operation is worth considering when that additional capacity solves a recurring problem—not simply because the software takes some configuration.
A platform can provide monitoring, evaluations and approval features. Someone still needs to configure them, investigate failures and decide whether the output is useful. The same responsibility applies to a managed service: agree who reviews failures, who changes the workflow and who handles business exceptions.
For stalled-deal monitoring, keep qualification separate from drafting. Define pipelines, open stages, inactivity thresholds and exclusions, then show the activity evidence behind each flag. AI may help summarize notes or propose a follow-up; it should not decide which deals qualify as stalled.
Start with a small sample. Let reps edit, approve or skip drafts, and track whether recommendations are actionable and lead to replies, meetings or deal progression. Expand only when the workflow proves useful repeatedly. Before signing, also agree data access, retention, export options and the handover plan; do not assume every configuration can move unchanged to another tool.
Three illustrative situations, not customer results. The right route changes with the problem.
RevOps needs to enrich a weekly list. The inputs are consistent and someone already checks the exceptions.
What matters: Do not buy an operating service to solve a problem that software and an existing owner already cover.
The CRM has useful activity data, yet nobody consistently checks which open deals need attention.
What matters: The gap is repeatable ownership. More AI features alone do not establish a useful follow-up process.
Sales changes a pipeline and renames a field. Runs still complete, but the output is no longer trustworthy.
What matters: A successful run is not proof of correct output. Name who catches drift and who pays for changes.
Use the same brief to evaluate a platform, a managed service or the two together. These four checks make the decision concrete.
Bring representative records, including missing data and deals that should not qualify. Check evidence, draft context, approval and failure handling—not just the happy-path demo.
Name who configures the build, checks outputs and handles exceptions. For managed support, agree the provider’s responsibilities and what stays with your team.
Price the same period and expected volume. Include licences, usage, implementation, support and internal time; ask what happens when volume or scope changes.
Confirm permissions, data handling, account ownership and export limits. Ask what documentation you receive and who operates the workflow if the tool or provider changes.
You may not. If your team can configure, monitor and improve the workflow using the tools you own, start there. Consider AmpliLoop when there is a recurring gap in design or operating capacity. We can use existing capabilities where they fit the agreed scope.
Not for every job. These products have different scopes, integrations and requirements, and their capabilities change. Evaluate each against your workflow and current vendor documentation. This page compares operating arrangements, not individual product features or prices.
Many provide tools for those jobs, depending on the product and plan. Check the actual controls, then name who configures them, responds to alerts and reviews output. Buying a feature does not by itself assign that responsibility.
Yes, where it fits the workflow and engagement. We review the setup before agreeing delivery or support. You keep paying the vendor for required licences; confirm integration access, usage limits and any custom work in the brief.
The AmpliLoop app connects to HubSpot out of the box today. For other CRMs, including Salesforce, Microsoft Dynamics 365, Pipedrive, Zoho CRM, Close and Attio, we scope work using suitable platforms, integrations or custom agents. Confirm your specific data and workflow needs before assuming a native connection exists.
Third-party licences, such as an enrichment tool or an existing platform subscription, are billed separately. Model and API costs are included in the service. Agree scope, change requests and your team’s review responsibilities before comparing the complete budget.
Agree account access, documentation, deliverable rights and handover responsibilities before signing. Export and deletion options depend on the tools involved; some workflows need rebuilding elsewhere. Name the next operating owner rather than assuming the workflow will keep running without support.
Tell us in a line or two. We'll send a free plan of where agents fit and what to build first, within 5 business days.