AI & data products

An AI sales agent that closes,
not just answers, across the channels you sell on

A generic chatbot answers questions; a sales agent is supposed to close. We build the second kind: an agent that follows your actual playbook, tracks objections it has not seen before, and knows exactly when to stop talking and hand off to a person.

from$2,500
Timeline3 to 10 weeks depending on channels and catalogue size
What is includedA written playbook: scenarios, objections, tone, escalation rulesThe agent built on Claude or GPT with a closed tool list, not open-ended chatLive on the channels your buyers use: Telegram, WhatsApp, LINE, Instagram, your siteCRM or order alerts so a sale never sits unseenPer-channel rate limits so the account does not get flagged or banned
7channels run from one agent brain in a production build we shipped
46objections in a playbook the agent was trained to handle without going off script
846automated tests behind a sales agent we run in production

What it is and who needs it

An AI sales agent is software that carries a sales conversation from the first message to a closed order or a qualified handoff, on the channel a buyer actually picked. It needs a real playbook behind it, the scenarios, objections and tone a good human seller would use, not a generic “how can I help you” bot. Teams that sell through Telegram, WhatsApp, LINE, Instagram or a website chat widget, and that get enough volume that a person cannot answer every message within minutes, are the ones this pays off for. If your sales cycle depends on judgment calls a script cannot make, this is not a replacement for your best closer; it is a way to make sure nobody with a real question waits an hour for a reply.

What is inside

The playbook comes first: we sit with your sales process and write down the scenarios, the objections buyers actually raise, the tone that fits your brand, and the exact points where the agent must stop and hand off. The agent itself runs on Claude or GPT with a closed set of tools, it can look up a product, check stock, create an order, or escalate, and nothing outside that list, so it cannot wander into promises you did not approve. Each channel gets its own rate limits tuned to that platform’s own anti-ban behavior, because a bot that replies too fast on WhatsApp risks the account, not just the conversation. Every sale, every escalation and every unanswered question lands in a log your team can read.

How we build it

We start with your current sales material, call recordings, chat transcripts, FAQ documents, whatever exists, and turn it into a structured playbook with scenarios and objection responses. That playbook becomes the agent’s instructions, tested against real conversation transcripts before it goes live on a single channel first. Once the first channel is stable, we add the others, reusing the same brain and playbook, and tune rate limits and message pacing per platform. CRM or Telegram order alerts go in from day one, so a closed sale is never only visible inside the chat log. We run a tuning period after launch, reading transcripts weekly and refining objection responses that are not landing.

What to watch

The biggest real risk is a playbook gap discovered live: a buyer asks something the script never covered, and the agent either stalls or improvises badly. Weekly transcript review in the first month catches this before it becomes a pattern. The other risk is channel account health, messaging platforms suspend accounts that message too fast or too many strangers, so rate limits are not optional polish, they are what keeps the account alive past week one. Budget for light ongoing tuning even after the formal 30 days end, since buyer language and objections shift as your product or market does.

Timeline and price

Option Price What it covers Timeline
MVP from $2,500 One channel, playbook from your existing material, CRM alert on sale 3 to 4 weeks
Production from $6,000 Multi-channel, per-platform anti-ban limits, upsells and follow-ups, analytics dashboard 6 to 8 weeks
Full control (handover-ready) from $10,000 Everything in Production, plus a full handover package: architecture docs, test suite, admin access audit, and a walkthrough so your own team or another vendor can run it without us 8 to 10 weeks

Running cost on top of the build is usually $20 to $80 a month in model calls and messaging fees, depending on conversation volume.

What you own at the end

You own the playbook document, the full source code, and the channel accounts the agent runs on. Nothing is locked inside a third-party SaaS subscription, the agent is your code, running on infrastructure in your name, with documentation that lets any developer, or a person with an AI assistant, pick it up and keep extending it.

See the development service page for how we scope and build custom software, and the AI support agent product for the handling side once a lead stops being a sale and starts needing help. For the orchestration layer when one agent is not enough, see the AI agent orchestration platform. For the underlying runtime architecture, see AI agent runtime if your team wants the component-level build. Real builds: the seven-channel AI sales agent case study and the B2B certification sales agent case study. Ready to see what a playbook for your product would look like? Get in touch and bring whatever sales material you already have.

FAQ

How much does an AI sales agent cost?

From $2,500 for one channel with a playbook built from your existing sales material. A multi-channel agent with CRM integration and anti-ban limits per platform runs $6,000 to $10,000, depending on how many channels and how complex the catalogue is.

How long does it take to launch?

Three to four weeks for a single-channel agent once the playbook is written. Adding channels after the first one is faster, usually one to two weeks each, since the brain and the playbook are already built.

What is the stack?

Python and FastAPI for the backend, Claude or GPT as the model, PostgreSQL for conversation and order state, and the native API of each channel: Telegram Bot API, WhatsApp Business API, LINE Messaging API, or a website widget.

Who owns the agent and the playbook?

You. The playbook document, the code, and the account are yours. If you want us to keep extending it, scripted maintenance starts at $500 a month; otherwise the handover package includes everything a developer needs to run it alone.

What happens when the agent does not know an answer?

It hands off to a human instead of guessing. Every unanswered question gets logged, and we review that log with you to decide whether it becomes a new scripted answer or stays a human-only case.

Start here

Tell us the problem.
We bring the system.

A 30-minute call, a written plan with numbers within 48 hours, no obligation. If we are not the right fit, we will say so and point you to someone who is.