Speakman Consulting works with growing organizations to build AI that runs underneath what you already have, not on top of it.
Most growing organizations have more AI tools available than they know what to do with, and less real capability than they had a year ago. The issue isn't access to AI. It's knowing what to actually build.
The AI market moved faster than any organization could evaluate. More subscriptions, more platforms, more promises. None of it adds up to real capability without a plan underneath it.
Plenty of consultants will map out a strategy. Few will stay to build it. The gap between the slide deck and the running system is where most AI initiatives stall.
Good developers build what they're asked for. Knowing what to ask for is a different discipline — one that sits at the intersection of strategy and implementation. That's the gap this practice exists to close.
Intelligence is built in layers. A solid core, an active middle layer, and an outer shell that faces the world. Each one does something different. All three work together. We build the core and foundation so your existing systems get smarter without being replaced.
The decisions that actually stick. Before anything gets built, we figure out your AI readiness, sketch the agent architecture, and nail down what should run automatically versus what needs a human in the loop.
This is where the work gets real. LLMs wired up, agents deployed, workflows running in the background. The stuff that turns a good design into something that actually does something.
Your team finds efficiency. Your apps stay in place. The only thing that changes is what's running underneath them. That's the whole point.
We don't do open-ended retainers or hand you a slide deck and disappear. Every engagement has a clear outcome, and when we leave, your team can handle it.
We design and build multi-agent workflows for your specific situation. Async where it should be, human-reviewed where it matters. Everything is documented so you're not calling us every time something needs adjusting.
Before you buy another tool or hire another consultant, let's figure out what you actually need. We look at where you are, what your real options are, and what a realistic path forward looks like.
This is where most organizations should start. We talk to your people, look at your systems, and give you an honest read on where you stand. The output is documented — a clear starting point your team can act on.
We design the right architecture for your situation, connect your existing systems to your AI layer, and document everything. The platform choice follows the problem. We bring the right partners when the build requires it.
A senior technical voice that shows up when decisions need to be made. This works best when we already know your environment — it grows naturally from earlier work together.
Some clients need a quick read on where they stand. Others want someone embedded for months. We've structured our work to fit both ends of that range.
Structured audit of your AI readiness. The right place to start.
Facilitated sessions built around your specific challenge. Strategy, architecture, or team alignment.
Embedded ongoing engagement. Regular cadence, hands-on where needed, strategic where it matters.
Scoped implementation with defined outcomes. We design, build, document, and hand off.
Not sure where to start? → Book a 30-minute discovery call
David Speakman spent decades doing technology work at scale: government systems, NGO infrastructure, large enterprise rollouts. That background now goes into helping smaller organizations navigate AI without getting it wrong.
Most organizations stall somewhere between having a strategy and actually running something. That's the gap this practice was built to close. The goal is to be the person in the room who can both draw the architecture and write the code.
When an engagement wraps up, you don't need us anymore. You own the architecture, you have the documentation, and your team knows how to extend it.
The advice comes with receipts. We built speakman.ai, a multi-agent platform. Not a demo. In production.
The AI Readiness Assessment is the right starting point for most organizations. A few conversations, a look at your systems, and you'll know exactly where to put your energy.