AI Integration & Automation

AI That Works —
and Stays Working

We design and build bespoke AI integrations and automation systems, then hand them to your team to own. No black boxes. No dependency. Just systems that fit your operations and people who understand them.

Built for teams at organizations like

3M
American Society of Civil Engineers
GM
Society of Petroleum Engineers
Intel
AAPG
Sheraton
University of Houston
Hult International Business School
Goldman Sachs
AECOM
Swarovski
Dow
Inditex
AB InBev
Google
Gate Energy
Volt Active Data

Why Inly Build

Built Different, From Day One

Most AI implementation projects fail not because the technology is wrong, but because the people and processes around them weren't designed to last. We fix that at the source.

Built to Transfer

Every system we build is designed for your team to own and operate from day one. We document everything, run hands-on training, and step back. You don't need us to keep the lights on.

Bottom-Up Scoping

The people with the most valuable operational knowledge are rarely the ones in the scoping meeting. We design structured incentives that bring front-line employees into the brief — so the system reflects reality, and the team trusts what gets built.

Education as Standard

We teach as we build. Every engagement includes hands-on knowledge transfer — your team understands what was built, why decisions were made, and how to adapt it as your needs evolve. No black boxes, ever.

Leadership-level AI training → inly.education

People to Higher Ground

We don't sell AI as headcount reduction. We sell it as talent redirection. The goal is to free your best people from repetitive, low-ceiling work so they can focus on what only humans do well: judgment, relationships, creativity, leadership.

What We Build

Bespoke, Not Off-the-Shelf

Generic software solves generic problems. We build for your specific operations, your existing stack, and your team's actual workflows.

01

AI Integration

Connect large language models, AI APIs, and intelligent agents into your existing workflows. From document intelligence to customer-facing AI, we integrate cleanly into what you already have.

  • LLM-powered internal tools
  • Document processing & extraction
  • Intelligent routing & triage
  • Knowledge retrieval (RAG)
  • AI agent design & deployment
02

Process Automation

End-to-end automation for the repetitive, high-volume work that shouldn't need a human. Built on your existing stack, documented for your team, and designed to be maintained without us.

  • Workflow automation (n8n, Zapier, custom)
  • Data pipeline design
  • Cross-system synchronization
  • Reporting & alerting automation
  • API integration & orchestration
03

Bespoke Internal Tools

Software purpose-built for exactly your problem — not adapted from generic SaaS. Fast to build, built to last, and owned entirely by you from the moment we hand it over.

  • Internal dashboards & ops tools
  • Custom CRM & workflow apps
  • Data review & annotation interfaces
  • Team-facing AI assistants
  • Migration & legacy modernization

How It Works

Three Phases, One Outcome: Ownership

01

Surface the real bottlenecks

We run structured scoping sessions that go beyond the org chart. We design incentive structures so that the people who know where time and energy are actually lost — front-line employees with operational depth — have a real reason to tell us. The brief that comes out reflects reality, not aspirations.

02

Build alongside your team

We embed with your people and build iteratively — no big reveal at the end. Your team learns the system as it takes shape: the decisions, the tradeoffs, the maintenance patterns. By launch, they're ready to run it themselves. That's by design.

03

Hand over the keys

Every engagement ends with a clean handoff: full documentation, a live walkthrough session, and 30 days of post-launch support. You own the system, the code, and the knowledge. We stay available, but you won't need us to keep it running.

Preparing your leaders first?

Executive Education on AI Leadership

Successful AI adoption starts at the top. Our executive education program at inly.education prepares C-suite leaders and senior managers with the strategic AI literacy, design thinking, and organizational framing needed to lead transformation from the front — not just sponsor it from above.

Explore the Program → inly.education
2-Day Intensive
AI-Ready Leadership
Strategic AI Literacy
Design Thinking
Challenging Legacy Assumptions
Rapid Prototyping

Get Started

Tell Us What You're Building

We take on a small number of engagements at a time to ensure depth of focus. If there's a fit, we'll know quickly.

alec@inly.build