
AI Operator 101
Building vs Buying AI Voice Agents: The True Cost Breakdown for Trades Businesses
Feb 2, 2026
I get it. You're looking at your monthly software stack ($200 here, $300 there) and thinking: There has to be a cheaper way.
Then Clawdbot goes viral. Open-source AI agents are everywhere. Suddenly "build your own" looks like freedom from vendor fees.
Here's the uncomfortable truth:
The costs don't disappear. They just change addresses.
Let me show you exactly where the money goes, whether you build or buy.
How much do AI voice agents actually cost to run?
Free software ≠ free operation.
Every AI voice agent, DIY or purchased, runs on the same underlying infrastructure. Your subscription vendor isn't printing money. They're paying these same costs and bundling them into your fee.
Here's what that infrastructure actually costs for any trades business management setup:
How much does AI voice cost monthly?
Every conversation your AI CSR has consumes tokens. Input tokens (what the customer says) plus output tokens (what your agent responds).
Real numbers:
Claude Sonnet: ~$3/million input tokens, $15/million output
GPT: Similar pricing
Monthly reality:
Light usage: $10-30/month
Moderate usage: $30-70/month
Heavy usage: $70-150/month
Your subscription vendor pays this too. They've just baked it in with economies of scale.
How much does AI phone calling cost?
This is why AI voice costs more than chatbots. The voice pipeline is expensive.
Converting speech-to-text (so the AI understands) and text-to-speech (so customers hear a response) requires specialized APIs.
Real numbers:
ElevenLabs (quality voices): ~$0.30/minute
Deepgram (transcription): ~$0.0043/minute
Monthly reality:
500 minutes of AI phone calls = $150-200/month in voice costs alone.
If you're serious about your HVAC lead generation or any home services business, those minutes add up fast.
What about SMS and communication?
Follow-up texts, appointment confirmations, reminders. Small per-message costs that scale.
Real numbers:
Twilio: ~$0.0079/SMS sent
Plus phone number fees ($1-2/month per number)
Monthly reality:
1,000 texts/month = $10-15/month. Seems small until you're sending 10,000.
How much does hosting cost?
Your AI CSR needs to run 24/7. That means servers, databases, and redundancy.
Options:
Basic VPS: $20-50/month
Production-grade with failover: $100-300/month
The cheaper your hosting, the more calls you'll drop. Uptime costs money. Period.
What if I'm recording calls?
Audio files and transcripts also add up fast.
Real numbers:
S3 storage: ~$0.023/GB/month
500 calls/month with recordings: $15-30/month
Worth it for reviewing calls to monitor your customer service operations. But it's not free.
What about your time? (The cost nobody talks about)
This is the AI cost that doesn't show up on any invoice. It's also the most expensive line item.
Debugging, updating, monitoring, iterating. Something breaks, you fix it.
Real cost: If you value your time at $150/hour (conservative for a business owner chasing a successful HVAC business), 5 hours/month of maintenance = $750 in opportunity cost.
That's before something actually goes wrong.
Is it cheaper to build or buy an AI voice agent?
Let's add it up.
Cost Component | DIY Monthly | Subscription (Typical) |
|---|---|---|
LLM Tokens | $50-100 | Included |
Voice Pipeline | $150-200 | Included |
SMS | $10-15 | Included |
Hosting | $50-150 | Included |
Storage | $15-30 | Included |
Your Time (5 hrs @ $150) | $750 | $0 |
Total | $1,025-1,245 | $200-500 |
The "free" option costs 2-3x more than the subscription you're trying to escape. And that's before something breaks.
Who answers when it's 9 PM on Saturday?
LLMs have rate limits during peak hours. Voice APIs have outages. Self-hosted servers crash.
When a vendor's system goes down: Their on-call engineer fixes it.
When YOUR system goes down: You fix it. Or your customer goes to voicemail.
Reliability isn't a feature. It's the whole point. And reliability has a price tag.
For HVAC sales, a missed after-hours call isn't just an inconvenience. It's revenue walking to your competitor.
How to automate phone calling without losing your weekends
Reframe the question. It was never about money. It's about attention.
For solo operators: Every hour debugging AI is an hour not doing billable work. That math gets ugly fast when you're trying to hit $500K as a one-person shop.
For multi-location owners: Your job is growing the business, not maintaining infrastructure. You didn't get into trades business management to babysit servers.
The real question: Is AI infrastructure your core competency? Or is HVAC, plumbing, or electrical your core competency?
Here's what it looks like when someone else handles the infrastructure.
How to create AI for home services (when DIY actually makes sense)
I'll be honest. There ARE scenarios where building saves money:
Massive scale: 10,000+ calls/month where you can justify dedicated engineering
In-house developers: Existing team with excess capacity
Niche use case: No vendor serves your specific workflow
AI as product: You're building AI as a business line, not a tool
For everyone else: The subscription fee isn't a tax. It's a trade. Your money for someone else's expertise, infrastructure, and 3 AM on-call shifts.
The question you should actually be asking
Stop asking: "How do I avoid these fees?"
Start asking: "What am I buying with these fees?"
The answer: Reliability. Iteration. Expertise. Focus.
The cheapest AI phone call solution is the one that's actually answering your phone while you're on a job site. Not the one you built last month that's been down for three days.
Want to see what you're actually getting for a subscription fee? Book a demo and we'll walk you through exactly how Tradesly handles the infrastructure so you don't have to.


