AI adoption · for real businesses

Make AI actually work for your business.

AI is becoming as basic as email. We help small and mid-sized companies (and the developers building for them) turn that shift into measurable results, not buzzwords.

[ STEP 01 · CHOOSE YOUR PATH ]

What can we help with?

Pick one to begin.

or Talk to us directly

Why SAES

Most teams don't fail at AI. They fail at adopting it.

There's no shortage of AI tools. There's a shortage of people who can match the right tool to the right business problem and bring a team along with them. That's where we work.

We don't sell hype. We sit with your team, identify where AI removes real friction, and either train you to do it yourselves or build it for you. Often both.

80%+

of SMB workflows have at least one process AI can meaningfully automate today.

2–4 wks

is the realistic onboarding window for a team to be productive with a new AI tool, when training is hands-on.

40–70%

average reduction in time-on-task we've seen on automations we've shipped for clients.

10+ yrs

of senior engineering, QA, design, and data work delivered before AI became the category. The depth that makes the AI work land.

What we do

Four ways to put AI to work

Pick what fits, or take the assessment below and we'll match you to one.

Training for non-developers

Hands-on workshops on ChatGPT, Claude, Gemini, and Copilot for marketing, ops, sales, and leadership. Real outcomes, not slide decks.

Training for developers

Agent building, RAG, evals, prompt engineering at scale, MCP, and production-grade LLM integration. Taught by people who ship.

Automation consulting

Done-for-you AI automations: support agents, lead qualifiers, internal knowledge bots, reporting, and more. We build, deploy, and hand off.

AI strategy & readiness audit

Where AI fits in your business, what's worth automating first, what data you need, and what to ignore. A clear plan in two weeks.

Capabilities

Software services, AI-native by default

Engineering, QA, design, delivery, and data work for the things you build with AI, and the things you do not.

Engineering & product builds

Custom software delivered by engineers who pair with Claude Code, Cursor, and Copilot every day. Faster cycles, stronger reviews, no shortcuts on quality.

Quality engineering

End-to-end test strategy, automation suites, and exploratory testing. We use LLM-assisted test generation and agent-driven flows where they actually save time.

Product design

Interfaces designed for the people who use them. Includes the harder cases: streaming outputs, latency, error states, and trust patterns for AI-powered features.

Delivery & product management

Senior PMs running scope, dependencies, and release cadence. Comfortable with both deterministic roadmaps and the messier kind that AI projects produce.

Business analysis

Process mapping, requirements work, and opportunity discovery. Identifies what is worth automating, what to keep manual, and what to leave alone.

Data engineering

Pipelines, warehouses, and observability. Built to feed analytics dashboards, ML models, and RAG corpora alike.

Tailored recommendation

Find your path in 5 questions

We'll suggest the package or automation that fits your situation. Nothing locks you in. At the end you can email it to us with one click.

Already know what you need? See our capabilities.

How we work

Discover · Train or Build · Hand off

01

1. Discover

A 60-minute working session to map your goals, current tooling, and the highest-ROI place to start. No fluff, no pitch deck.

02

2. Train or Build

We run the workshop, ship the automation, or both, on a fixed scope so there are no surprises.

03

3. Hand off

You walk away with the skills, the docs, and the systems to keep going on your own. We stick around for support if you want it.

Contact

Let's talk

Got the recommendation from the assessment? Drop it here. Or just say hi.

Address

81 Hoffman Street, Franklin Square
New York, NY 11010

Call us

+1 203-340-0083