Action-first AI platforms use four pricing models: per-resolution ($0.10–$0.99), per-conversation ($1.50–$2.00+), per-seat ($15–$169/agent), and hybrid. This guide breaks down real costs across Sierra AI, Kore.ai, Intercom Fin, Zendesk, Gorgias, Tidio, and AskYura, including hidden fees, double-billing traps, and the ROI math you need before signing.
Action-first AI platforms do not all price the same way, and the model you choose changes how your costs scale, how predictable your budget is, and whether you pay for effort or results.
Here is a comparison of the four main models in use today:
Per-resolution pricing charges you only when the AI fully resolves a customer issue without human involvement. This is the strongest alignment between cost and value. Intercom Fin charges $0.99 per resolution, while Freshdesk's AI starts at $0.10 per session.
The risk is unpredictability. If your conversation volume spikes during a sale or a product recall, resolution fees multiply fast. A team averaging 2,000 AI resolutions per month pays about $1,980 in resolution fees alone. A spike to 10,000 resolutions puts that single line item at $9,900 for the month.
Per-conversation pricing charges for every AI interaction regardless of outcome. You pay the same for a conversation that ends in frustration as one that ends with a solved problem.
Salesforce Agentforce uses this model at $2.00 or more per conversation. It is common among larger enterprise platforms and makes costs difficult to justify when resolution rates are still being optimised.
The traditional helpdesk model charges a fixed monthly fee per human agent who accesses the platform. Zendesk Suite plans range from $55 to $169 per agent per month. Freshdesk starts at $15.
This model made sense when support was human-led. It creates a mismatch when AI is doing most of the work, because seat fees persist even as your AI handles more tickets and your team headcount stays flat.
Most mid-market platforms combine a base subscription with separate AI usage fees. Intercom charges $29 per seat per month, then $0.99 per Fin resolution on top. Zendesk charges $55 to $169 per agent plus a $50 per agent per month Advanced AI add-on.
Hybrid pricing sounds manageable until the usage layer kicks in. More on that in the hidden costs section.
The honest answer depends on your team size and ticket volume. Here is how costs break down across market segments.
Sierra AI starts at $150,000 per year for enterprise contracts, with Year 1 total cost typically landing between $200,000 and $350,000 once implementation and services are included. Kore.ai uses custom pricing, with light tiers starting around $50 to $60 per month but scaling significantly for enterprise deployments. Ada starts at roughly $30,000 per year, with per-resolution pricing estimated at $2 to $3.
These platforms offer deep customisation and enterprise SLAs. They are not designed for teams under 50 agents.
Intercom Fin is the most transparent at this tier: $29 per seat plus $0.99 per resolution. For a team handling 2,000 AI resolutions monthly, that is roughly $1,980 in resolution fees on top of seat costs.
Gorgias targets ecommerce teams with plans starting around $360 per month, but AI resolution overages at $1.50 per resolution push real costs higher quickly. Forethought and Zendesk sit in a similar band but require significant setup investment before you see results.
For smaller teams, meaningful action capability starts at $40 per month with tools like Oscar Chat. Tidio's Starter plan is $29 per month, but adding Lyro AI costs another $39 per month and only covers 50 AI conversations before you hit limits. Realistic monthly spend lands between $68 and $150.
AskYura is built for this segment: action-first AI that executes refunds, CRM updates, and multi-step workflows. It offers a Free tier (100 credits at $0), a Starter plan at $30 per month ($24 per month billed annually) for 5,000 credits, and a Pro plan at $175 per month ($140 per month billed annually) for 40,000 credits. All plans use flat-rate pricing with no per-resolution charges stacked on top.
Vendors lead with their lowest number. Zendesk advertises from $55 per agent. A 25-agent team going all-in on Zendesk AI easily reaches $6,000 or more per month once you stack Advanced AI ($50 per agent), Quality Assurance add-ons ($35 per agent), and per-resolution fees on top of that.
The pattern repeats across platforms: the advertised price covers access. Action costs extra.
There are four categories of costs that rarely appear on vendor pricing pages.
Many platforms separate the platform from the AI. Zendesk's Advanced AI Copilot is a $50 per agent per month add-on. Tidio's Lyro AI is a separate $39 per month charge. If you are comparing base plan prices across vendors, you may not be comparing the same thing.
Every integration that requires custom engineering adds between $5,000 and $15,000 in implementation cost, plus weeks of delay. Before signing, count the native connectors your chosen platform offers for your CRM, helpdesk, and order management tools. Fewer native connectors means more custom work.
Most platforms cap included AI usage at a monthly level. Once you exceed it, per-resolution or per-conversation overage rates apply. These overages are rarely capped, which means a traffic spike becomes a direct hit to your invoice with no warning.
Some platforms count the same AI interaction twice. Gorgias charges both a per-resolution fee and a per-ticket helpdesk fee for the same AI-handled conversation. A $360 Pro plan can become a $960 bill when your AI automation rate reaches the level Gorgias promotes in its marketing.
The math is straightforward once you have your baseline metrics.
A human support agent handling 15,000 contacts per year at a $60,000 salary costs $4.00 per contact. AI-handled contacts through most action-first platforms run $0.35 to $1.00 per resolution. That gap is where ROI lives.
According to Fini Labs, most companies see ROI break-even within 3 to 12 months, driven by deflected tickets, reduced handle time, and contained headcount growth.
Running the numbers on Zendesk Suite Professional with Advanced AI and per-resolution fees for a 25-agent team puts you at $6,000 or more per month. A mid-market alternative like AskYura or Intercom Fin brings that cost down significantly without sacrificing action depth.
AI providers using modern usage-based pricing report 40% higher gross margins than those still relying on per-seat models, which tells you where the market is heading regardless of what legacy vendors prefer.
Oscar Chat starts at $40 per month and includes AI in every plan without per-conversation fees. AskYura and Gumloop also offer SMB-friendly pricing with genuine action-execution capability. Tidio's base plan is $29 per month, but adding real AI capability pushes monthly costs to $68 to $150 or more.
Per-resolution pricing is generally better aligned with value: you only pay when the AI succeeds. Per-conversation pricing means you pay even for failed or abandoned interactions. The trade-off is predictability. Per-resolution costs scale with your AI's performance, which can create budget volatility during high-volume periods.
Intercom Fin's $0.99 per resolution fee is charged on top of the $29 per seat base plan. A team with 2,000 monthly AI resolutions pays approximately $1,980 in resolution fees in addition to seat costs. A minimum of 50 resolutions per month is also required, even if your volume is lower.
SMB teams should budget $500 to $5,000 per month for a capable off-the-shelf solution. Mid-market teams typically see total cost of ownership between $50,000 and $150,000 over three years. Enterprise deployments with Sierra AI or Kore.ai start at $150,000 per year and can reach $350,000 when implementation costs are included.
Yes. AskYura uses flat-rate pricing with no per-resolution billing. Its plans start at $0 (Free, 100 credits), $30 per month (Starter, 5,000 credits), and $175 per month (Pro, 40,000 credits), with annual plans reducing those rates to $24 and $140 per month, respectively. Gumloop also operates without per-resolution fees. Always confirm whether your plan includes AI actions in the base fee or meters them separately before signing.
With 10+ years in tech, Rose Tran specializes in growth marketing for startups and scaling businesses. She helps turn complex products into clear growth outcomes. Her focus is on the latest AI adoption, including conversational AI and automation. She applies AI-driven strategies to improve user acquisition and growth.
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