TL;DR
We do three things:
- AI strategy and training
- Custom AI software development
- Full product builds
Most clients start with training, then move into building. The difference is simple: we learn your business first, tailor everything to how you actually operate, and help you act on what you learn.
What an AI Consulting Firm Actually Does
There is a version of AI consulting where someone shows up, gives a presentation about large language models, and leaves. That is not what we do.
Lattice Partners is an elite, nimble crew of engineers building at the cutting edge of AI. Some clients hire us for training. Some hire us to build software. Most end up doing both.
The common thread across everything we do: we learn your business first. We sit with your team, understand your workflows, figure out where AI actually makes sense, and tailor everything to that.
Three Ways We Work With Clients
1) AI Training and Strategy
We run hands-on AI training tailored to your team and your actual workflows. We learn how your business operates, design the training around that, and then help you act on what you learned.
The goal is to transform your organization into an AI-powered superteam.
2) Custom AI Software
We build production AI tools, from simple automations to complex, self-evolving AI agents. If there is a manual process eating up your team's time, we can automate it.
3) Full Product Builds
Some clients come to us with an idea for an AI-powered product. We take it from concept through design, development, and deployment.
Multiple versions. Shipped fast. Improved based on real usage.
Clients pick what they need. Some want all three. Some just want training. Some just want software. It is up to you.
What Makes This Different
We learn your business before we do anything else. That sounds obvious, but most consulting firms skip it. They show up with a framework, map your company onto it, and hand you recommendations that could apply to anyone.
We do the opposite. We embed with your team. We understand your operations, your pain points, and your data. Then we build around that.
- The training is specific to your workflows.
- The software solves your actual problems.
- Everything is tailored.
The other difference: we stick around. A typical Lattice Partners engagement starts with training, moves into building, and continues as the work generates value. We are not a team that disappears after kickoff.
What We Have Built
Some examples of production AI systems we have shipped:
AI-Powered Enrichment for Private Equity
Thousands of companies classified against investment mandates. What used to take weeks of analyst time now takes hours.
Construction Quality Inspection with AI
Photos analyzed for defects, compliance tracked, and everything centralized in a quality dashboard. This replaced a slow, inconsistent paper process.
Operations Tools for a Growing Services Company
AI handling repetitive back-office work so the team can focus on clients.
We build products that help you focus on what really matters for your business.
How an Engagement Works
Learn
We start by understanding your business: what you do, how your team works, and where time and money are being wasted. If AI is not the right answer, we will tell you.
Tailor
Whether it is training or software, we design around your specific situation: your data, your workflows, and your team's skill level.
Build and Ship
Software ships in weeks. Training is hands-on, not lecture-based. Everything is designed so your team can act on it immediately.
Iterate
First versions are starting points. We learn from real usage and improve. The best products come from multiple rounds of this.
Who Hires an AI Consulting Firm Like Lattice Partners?
Mostly mid-market companies: big enough to have meaningful problems AI can solve, and small enough that they do not already have a 50-person data science team.
These companies are often founder-led or have leadership that is genuinely curious about AI.
We have worked across finance, construction, media, and food service. The industry matters less than the problem.
About Lattice Partners
Lattice Partners is an AI consulting firm and product studio in Los Angeles, California, founded by Colin, Martin, and Christian.
Our services include AI strategy and training, custom AI software development, and full product builds. The team has shipped production AI systems across finance, construction, media, agriculture, and food service.
Frequently Asked Questions
What does an AI consulting firm do?
An AI consulting firm helps businesses figure out where AI fits and then makes it happen. At Lattice, that means training your team, building custom software, or both. We learn your business first and tailor everything to how you actually operate.
How much does AI consulting cost?
It depends on scope. Some clients start with training only. Others go straight into a software build. Most projects run in phases with a first version shipping within weeks. We scope based on what needs to get done, and are paid when real value is created.
How do I choose an AI consulting firm?
Ask how they learn your business before proposing solutions. Ask to see products they have actually deployed. Check if their team writes code or outsources it. Look for technical founders and a track record of shipping.
What industries benefit from AI consulting?
Any industry with manual, repetitive processes. We have built for private equity, construction, media, agriculture, and food service. The techniques transfer across industries.
How long does it take to build an AI product?
A first version can ship in weeks. Most products go through two to three iterations based on real usage. We run in phases, ship early, and improve continuously.