Quick answer: There is no single price. Cost depends on the process, channels, volume, integrations, customisation, security and support. Compare implementation, usage, licences, maintenance and internal operations against a measurable outcome.
Why prices vary
An ‘AI agent’ can range from simple document retrieval to a workflow connected to channels and internal systems. Proposals with the same label can offer very different levels of autonomy, control and support.
The main cost drivers
Process complexity, channels, usage volume, integrations, data preparation, security and ongoing support shape the investment.
- Discovery and process design
- Implementation and integrations
- Licences and variable usage
- Testing and rollout
- Monitoring, support and improvement
Calculate total cost of ownership
Use: implementation + licences + usage + integrations + maintenance + internal operations. Then divide by a relevant unit such as completed conversation, qualified opportunity, confirmed appointment or hour saved at equivalent quality.
The lowest starting price is not always the lowest total cost.
Estimate value carefully
Measure current volume, time, conversion, abandonment and rework. Model conservative, expected and optimistic scenarios, including human supervision and exceptions. Validate the result through a pilot rather than treating ROI as guaranteed.
Compare proposals
Ask what is included, which costs vary, who pays third-party services, how many integrations are included, how support works, how data can be exported and what success measures will be used.
Be cautious of pricing without scope, promises of complete automation or omitted channel and usage costs.
Frequently asked questions
Is there a recurring fee after implementation?
Often yes. Platform, model, channel, usage and support costs may recur and should be explicit.
Does WhatsApp add cost?
It can add channel, provider, messaging and integration costs depending on the chosen setup and current rules.
How can I reduce initial investment?
Start with one journey, limit integrations, prepare knowledge and prove value before expanding.