Independent consultant · AI & custom systems

I solve the problems that software hasn’t.

Built for you. Not for everyone.

Fitted, never forced.

The short version

I find the real problem, then build the thing that solves it.

Usually it is work being done by hand that shouldn’t be. Information scattered where no one can see it. A process held together by memory and a dozen spreadsheets. I build something shaped to your business, and I leave it running.

What I solve

You already know where it hurts.

01
Your team does by hand what a system should do.

People are paid to think, and instead they are copying fields between tools, chasing the same information across the web, re-keying what another system already knows. I build the connective tissue that does that work on its own. The data arrives matched, enriched, and ready, before anyone asks for it.
- Data enrichment
- Cross-platform sync
- Research that runs itself
02
Your information is everywhere, and no one can really see it.

The numbers live in one place, the tasks in another, the real status in someone’s head. Leadership asks a simple question and it takes a week to answer. I bring it into one honest view, so the people running things can see what is done, what is left, and what is about to go wrong.
- Cross-department visibility
- Inventory clarity
- SEO you can actually read
- One source of truth
03
You are reacting when you could be a step ahead.

The most expensive problems are the ones you notice only after they have happened. Read the right signals the right way and many of them show up early, while there is still something to be done. I have built systems that move teams from cleaning up to getting ahead. The particulars stay with the clients they belong to.
- Predictive systems
- Early warning
- Prevention over repair
04
Your software makes you work its way.

However the software arrived, grown up with the company or stamped with a vendor’s name, it ends up dictating how teams work instead of fitting how they already do. I build the other direction. Project tracking, internal platforms, customer conversations, shaped around the way your organization actually runs and the language your people already use.
- Custom platforms
- Internal tools
- SOPs people will follow
- Support trained on your material

pipeline = Enrich(sources) >> Match(crm) >> Compile()

def watch(stream):
    x = features(stream)
    risk = model(x)                 # learned, not rules
    if risk > tau:
        alert(stream, risk)
    return pipeline(stream)

for batch in loader:
    loss = step(model, batch)
    loss.backward(); opt.step()

How it goes

Simple to work with, on purpose.

No theater, no jargon, no dependence on me forever. The point is to leave you with something better than you had, that your own people can run.

01

We find the actual problem.

The thing you ask for and the thing that is wrong are often a little different. I spend the first while listening and looking closely before I build anything.
02

I build it around you.

Shaped to your process, your data, your team. Not a template with your logo on it. You watch it take form as it does, and you steer.
03

It is yours, and it runs.

I hand over something that works and keeps working, with your people able to use it. I stay as long as that is useful, and not a minute longer.

Range

Eight industries. Every size of company. One way of working.

Industries

Real estate · Healthcare · Supply chain · Finance · Recruiting · Automotive · Manufacturing · SaaS

Scale

Startups · Small business · Mid-market · Enterprise

Selected work

What it looks like when it works.

Recruiting

Reps spent their mornings searching for the same kinds of information by hand.

Now it is compiled and waiting before they sit down. The searching happens on its own, and what lands on their desk is already sorted into something they can act on. Their day starts where it used to end.

Manufacturing

Inventory lived in a spreadsheet that one person fully understood.

It still uses the spreadsheet they trust. On top of it sits a clear picture of what is in stock, what is moving, and when to reorder, with fair warning before anything runs short.

Professional services

Every department kept its own version of the truth.

One place holds it now. Leadership opens a single view and sees what is done, what is pending, and where things are stuck, without asking anyone to write a report about it.

More of what I’ve built

A fuller sense of the range. Different industries, the same habit of building exactly what the problem asks for and nothing it doesn’t.

Data enrichment a system that keeps your platforms and CRM complete and in sync on their own
Automated research gathers the web and hands back compiled findings your team can act on
Predictive systems models that flag what used to surface only after it had gone wrong
Fraud and risk detection catches the costly signal early, before it reaches the books
Cross-department visibility one live view of where every team’s work actually stands
Inventory intelligence forecasting and alerts on top of the spreadsheets you already trust
Custom project platforms project management shaped to your process, not a template
Internal tools and dashboards purpose-built software that retires the manual workarounds
Company intranets one place that gathers the scattered pieces of how you run
SOP systems your procedures, finally findable and actually followed
SEO platforms real visibility into your own site, without paying to be kept in the dark
AI customer service a support team over chat and phone, trained on your own material
Hybrid builds AI for the judgment, engineered code for everything around it
Self-assembling reporting reports that build themselves instead of eating someone’s week

Start a conversation

Tell me the problem that has been on your list too long.

However you describe it is fine. The messier and more stuck it feels, the more interesting it usually is. You’ll hear back from me, not a form.

I solve the problems that software hasn’t.

I find the real problem, then build the thing that solves it.

Your team does by hand what a system should do.

Your information is everywhere, and no one can really see it.

You are reacting when you could be a step ahead.

Your software makes you work its way.

We find the actual problem.

I build it around you.

It is yours, and it runs.

Eight industries. Every size of company. One way of working.

Reps spent their mornings searching for the same kinds of information by hand.

Inventory lived in a spreadsheet that one person fully understood.

Every department kept its own version of the truth.