Agent Infrastructure
Nucleotto designs and builds agent infrastructure inside your business: a coordinated stack of specialist agents handling operations, sales, finance, and communications, running inside the tools you already use.
WHAT WE DO
Most businesses trying to adopt AI end up with a collection of disconnected tools that require constant babysitting. A chatbot here. An automation there. A six-month implementation that never quite finishes. The result is more overhead, not less.
Nucleotto takes a different approach. We deploy a coordinated stack of specialist agents directly inside your business, each responsible for a distinct function: handling inbound queries, managing schedules, tracking finances, running outreach, processing research. The agents are integrated into your existing systems and workflows from day one. They don't need onboarding. They don't take holidays. They report to your team.
Our two core products are Otto - a single embedded agent that handles conversations, research, scheduling, and integrations - and CLEO, a full fleet of specialist agents covering sales, operations, finance, and marketing. Companies start with Otto to get immediate capability, and move to CLEO when they're ready to hand off entire business functions to the stack.
"A coordinated stack of agents. Running inside the tools you already use."
HOW IT WORKS
Here is what running on Nucleotto actually looks like.
We map your business: which functions eat the most human time, which workflows are most predictable, and where automation pays back fastest. This is not a six-month discovery. It is a focused two-week engagement that produces a deployment plan, not a slide deck.
We build and configure your agent stack, integrated with your existing tools - your CRM, calendar, communication channels, and finance systems. Each agent is given a clear scope and accountability. We run parallel testing before anything goes live.
Your team gets a working system. Agents run their assigned functions autonomously. Your people step in for judgment calls, approvals, and strategy. We monitor, iterate, and expand the stack as your needs develop.
Software gives you tools. Nucleotto gives you running capacity. There is no configuration burden on your team, no prompt engineering, no model selection.
You describe the outcome. The stack delivers it.
WHY IT MATTERS
The companies we work with are not interested in proving that AI can do something interesting. They have operations to run. They need coverage, speed, and consistency that a human team of their size cannot provide.
At $3,000–$5,000 per month, a Nucleotto engagement costs roughly what you'd spend on a single mid-level hire - before employer costs, management overhead, or the risk that they leave. The difference is a multi-agent system that covers several functions simultaneously, is available around the clock, and scales without negotiation.
What clients have achieved
None of this is theoretical. It is running now, in live businesses, at this price point.
The question is not whether AI can do this. It already does. The question is whether your business is running it yet.
IN PRACTICE
A financial operations firm needed tighter visibility across client accounts without growing analyst headcount. Nucleotto deployed a finance agent stack that monitors account activity, flags anomalies, generates reports on schedule, and prepares briefing notes ahead of client calls. The senior team now spends time on decisions, not data gathering.
Stack: CLEO (ops + finance agents)
A recruitment firm processing high volumes of candidates was losing time to screening, scheduling, and follow-up. Nucleotto deployed agents to handle inbound candidate queries, coordinate interview scheduling, and maintain communication throughout the hiring cycle. Time-to-placement dropped. Coordinator overhead dropped further.
Stack: Otto → CLEO (communications + scheduling)
A consultancy needed a more systematic sales process and stronger research capability before client engagements. Nucleotto deployed a sales agent for outreach and prospect qualification, and a research agent for pre-meeting briefings. Pipeline state is tracked and at-risk deals are flagged automatically.
Stack: CLEO (sales + research agents)
Where the stack performs well
PRODUCTS
Start here
One agent. Embedded. Running.
Otto is Nucleotto's single-agent deployment - capable, always-on, embedded into your operations. Handles communications across Telegram and web, manages scheduling and follow-up, conducts research on instruction, and integrates with your existing tools.
Most engagements start with Otto. Visible output within days of deployment. Companies that move to CLEO do so because Otto works - and they want more of it.
Good for: Founders, operators, and sales-led businesses who want comprehensive AI coverage without a full fleet.
Get Otto running →GET STARTED
We start with a scoping call - typically 45 minutes. We ask about your current operations, where time is being lost, and what your team is doing that agents should be doing instead. From there, we put together a deployment proposal: which agents, which integrations, expected outputs, and timeline.
There is no obligation. If it's not the right fit, we'll say so.
