AI Strategy & Engineering

Become An
AI-Native Company

We identify where AI can transform your business, build custom AI agents and tools, and help your team get more from your current AI tech stack

Get In Touch How We Work
The Problem

Most companies don't have an AI problem. They have an imagination problem.

You know AI is important. You've tried the tools. Maybe you've deployed an agent.

But your business still isn't fully AI-native. Not because you lack the will. Because no one has shown you what's actually possible in the context of your company.

Legacy consultants deliver slide decks. Dev shops build what you spec without helping you figure out what to spec. The result is failed pilots, strategies that collect dust, and a growing gap between you and the companies moving fast.

01

You don't know what to build

There's more AI noise than signal right now. New tools, new models, new vendors every week. Most companies are overwhelmed.

02

Strategy and execution are disconnected

Consultants can't build. Engineers need you to tell them what to build. The gap between strategy and AI in production is where most AI initiatives die.

03

Your AI has to deliver excellent work, not just work

Building a system that runs is the easy part. Making it achieve business outcomes requires a team with functional expertise, not just technical.

What We Do

We show you what's possible, then build it for you

Atherial is not a consulting firm. We are not an automation agency. We are an AI strategy and engineering partner. We help you decide what to build and then we build it. We embed with your team, learn how your business operates, and show you concretely where AI can create new revenue, automate complex workflows, and open new capabilities you didn't know were possible. We build custom agents and tools that work for you in production.

01

AI Strategy & Roadmapping

Before we write a line of code, we get clear on what to build and why. We embed with your team, map your operations, and identify the highest-leverage AI opportunities in your business. You walk away with a concrete, prioritized roadmap. Not a slide deck.

02

Custom Agents & Internal Tools

We engineer custom AI agents, internal tools, and automated workflows built encoded with your playbooks and expertise. Not off-the-shelf tools repackaged. Not prototypes handed off and forgotten. Working agents and tools that drive business.

03

AI Product Development

For companies that want to embed AI into what they sell, we build AI applications that create new value for your customers and new revenue for your business. From ideation to production, we make service businesses AI-Native powerhouses.

How It Works

We build what matters and drive outcomes

01 // Discovery

Go deep first

We map your workflows, understand how decisions get made, and find where the highest-impact opportunities live. We're looking for zero-to-one builds. New capabilities, not marginal improvements to what already exists.

02 // Roadmap

Plan with precision

We build a clear, prioritized plan: what to build, in what order, and what it will do for your business. We're not sprinkling AI onto existing processes, we're redesigning workflows and building custom solutions from the ground up.

03 // Build

Ship fast

We start with one high-impact agent or tool and move quickly. A custom AI agent. An internal tool. A new capability for your product. Working software, not prototypes.

04 // Expand

Compound the advantage

Every agent and tool we build becomes infrastructure. We stay as your AI partner, expanding what we've built and compounding the results they achieve.

About

At the bleeding edge of AI

Atherial partners have spent years building production AI applications across go to market, financial services, and professional services. Not advising on them or making slide decks about them, actually building them. Every engagement is led by partners who stay hands-on.

Mike
Michael Fishbein
Strategy

Six years experience in AI and twelve in B2B SaaS. Previously co-founder, head of marketing, and fractional marketer for several startups including two that successfully exited. Mike identifies where AI creates the most leverage and makes sure what gets built works well.

Eugene
Eugene Leychenko
Engineering

Three years AI engineering experience and fifteen in software development. Previously engineering manager and development agency owner.Eugene builds the agents and tools that execute your strategy.

Case Studies

Making companies AI-native

Professional Services

Added an AI Product Line to a Services-Only Marketing Agency

Problem

Off-the-shelf AI search visibility tools like Profound lacked the vertical-specific data and capabilities needed to run this agency's proprietary AIEO/GEO strategy.

Solution

Atherial built a custom AI Visibility Platform that generates strategic prompts to track, monitors brand presence across LLMs, and delivers strategic execution plans.

Outcomes
  • Lower tooling cost than off-the-shelf AI visibility platforms
  • Measurable lift in AI visibility for clients
  • Transformed from a service agency to an AI-native firm, deploying AI in every client engagement
Financial Services

From Hours of Analyst Review to Earnings Briefings at 300% Coverage Scale

Problem

A hedge fund could only cover a fraction of its investable universe. Earnings calls took hours each to process, so coverage was rationed.

Solution

Atherial built an Earnings Analyst Agent that monitors every call in real time and delivers a narrative brief with inline citations and quarter-over-quarter delta.

Outcomes
  • Analysts spend 5 minutes spot-checking AI work and citations instead of hours on manual review
  • The fund now reacts to earnings news faster than competitors
  • 300% increase in company coverage with no additional analyst headcount
Go-To-Market

Slashed New hire Onboarding Time and Lifted Deal Win Rate 33%

Problem

A sales team's ramp time and win rate were bottlenecked by how many real practice calls managers could run with new hires.

Solution

Atherial built an AI Sales Roleplay Trainer where reps practice pitch AI prospects trained to act like real buyers, then receive personalized coaching after every call.

Outcomes
  • New hire ramp time cut from one month to one week
  • Cold call conversion rate increased by 33%
  • Reps now get unlimited practice reps without requiring manager time
Get In Touch

We'll show you what's possible today

Get in Touch