Not Sure Where to Start
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You are overwhelmed and don't know where to start with modernizing your business.
One free hour to look at how your business runs today. You leave with a recommendation: build, wait, or look elsewhere.
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You have no idea what anybody is talking about on LinkedIn anymore.
Ask us anything in plain English. We'll tell you which parts matter to your business and which you can safely ignore.
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You've heard a lot of noise and hype about graphs and ontologies and you need someone to give it to you straight.
We're certified in Neo4j and run our own graph projects every day. In an hour we can tell you whether a graph would help you, and what would if it won't.
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You're not sure if your problem is an AI problem at all.
Often it isn't. We'll say so, and point you to the simpler fix when there is one, whether that's a rule-based automation or a different tool.
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A vendor quoted you six figures for "AI transformation" and you can't tell if that's reasonable.
We'll read the proposal with you, break down what's actually being built and tell you what a version fitted to your business would cost. Our own prices are on this site.
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You want to migrate off your SaaS because you've heard SaaS is dead.
We look at what the SaaS does for you today and what replacing it would cost to build and run, then give you a straight answer on whether to move.
Paperwork and Data Entry
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You're still stuck in the mud processing paperwork.
We build a pipeline that reads your documents, pulls out the fields you care about and sends them to the systems you already run.
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Your documents are too niche for off the shelf document processing SaaS tools.
Off-the-shelf tools are built for common documents. We build extraction around your document types, vocabulary and business rules, and test it on a sample before you commit a build budget.
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You have business-critical data stuck in PDFs, and it takes hours to extract, interpret, categorize and integrate.
We work with your company to build reliable, automated AI-powered data ingestion tools around your actual workflows.
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Every customer sends the same form in a different format.
We build extraction that handles every variant you receive and maps them all to one format your systems understand.
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Your receipts, invoices and timesheets still arrive on paper and have to be scanned by hand.
Snap a photo or run the stack through a scanner. The pipeline reads the images and files the data where it belongs.
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You've tried the OCR tool and it can't read your industry's paperwork.
OCR turns an image into text. We add an AI reasoning layer that knows what your forms mean, built and tested on your own samples.
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Your best-paid people spend their time on data entry.
Automating intake gives those hours back to the work you hired them for.
Repetitive Work
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You've got it all mapped out but lack the time.
Hand us the plan. We build agents that carry out the steps on a schedule or on demand.
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Your follow-ups, reminders and status emails depend on someone remembering to send them.
A rule-based automation often covers it. Where a message needs judgment, an agent drafts it and sends it on time.
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You run the same five-step process 40 times a week.
We automate the steps that follow rules and give an agent the ones that need judgment. Anything you want approved still goes to a person.
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Your franchise locations each do things their own way.
An agent can run a process the same way at every location and flag the places where it drifts.
Reaching Customers Inside AI Apps
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Your users are drifting away from your traditional web and mobile applications and towards AI-native applications like ChatGPT instead.
An MCP server puts your product inside ChatGPT and Claude, so people can use it from the chat window they already have open.
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You want to sell to agents.
An MCP server for your business lets agents discover, browse and purchase your services.
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Customers ask ChatGPT about your product and it gets it wrong.
With an MCP server, ChatGPT can answer from your live product data instead of guessing from whatever it found on the web.
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You want your app listed in the Claude and ChatGPT directories.
We build the server to the directories' requirements, authentication included, and see the listing through.
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AI can't reliably use or access your backend services.
We adapt and extend your existing services so they integrate with AI clients.
AI That Gets Things Wrong
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Your AI keeps straying off course.
A knowledge graph gives your AI a structured map of your business to answer from, which keeps it grounded in your own data.
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Your existing AI systems are unreliable.
Bring what you have. In the free hour we look at where it fails and whether the fix is better data, better context or a different tool.
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Your existing AI systems are a black box and you need to see inside.
We walk through what your system sends to the model, what comes back and where the answers come from, then tell you what it would take to make that visible.
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Your AI gives a different answer every time someone asks.
When the model answers from a defined set of facts and relationships, the same question gets a consistent answer.
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Your chatbot confidently cites policies you retired last year.
A knowledge graph tracks which version of a policy is current, so your chatbot answers from today's rules.
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Your RAG demo was great, and then it met real data.
Plain vector search loses the structure in your data. A knowledge graph gives retrieval the relationships and context it was missing.
Knowledge That's Hard to Reach
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Your team lives in Claude, but your data is stuck in the tools you already pay for.
A custom connector lets Claude read from and write to the tools your team already uses, so the work happens in one place.
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Your team and your AI tools are each working from a different version of the facts.
A knowledge graph gives everyone one shared, current source of context, so your people and your AI read from and add to the same place.
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The answer is always stuck in one person's head or one person's inbox.
We bring what's scattered across people and tools into one graph, so anyone on the team can find it without waiting on whoever happens to know.
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You can't tell who knows whom, or what's connected to what, across your organization.
This is what graphs are for. We connect people, projects, clients and data so you can see the relationships and ask questions of them.
Getting Your Team Using AI
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You need a local to get you settled into this brave new world.
We're in the world of AI every single day. Let us be your guide. We'll tell you the best spots in town and which ones to avoid.
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You want to make the most of the AI subscription you just bought but don't know where to start.
The consult finds the parts of your team's work the subscription can take on. Training then shows each person how to use it in their own job.
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Your clients expect you to be the best in your industry, and competitors are now catching up with AI.
Training built around your client work shows your team how to use AI to raise the quality of what they deliver.
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AI adoption on your team has been ineffective.
We make AI more effective by making it easier to understand and work with.
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You need an AI policy before someone pastes client data somewhere they shouldn't.
We help you write a usage policy that fits how your team works, then train everyone on what's allowed and why.
Technical Help Without a Hire
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You need an AI strategy partner you can rely on.
A retainer keeps the same engineer on hand for advice, code reviews and the next decision, with same-day async responses.
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You need someone technical but don't have the budget or need for a new hire.
Start with a free hour to work out what you actually need. If it's ongoing, a retainer from $2k a month gets you an experienced engineer without a new salary.
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You outgrew Zapier and Airtable but can't justify a dev team.
We move what's breaking onto sturdier systems you own, then stay on retainer to maintain them and build what comes next.
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You're moving so fast that you need someone technical by your side, not a templated solution.
A retainer gives you an engineer who knows your systems, reviews your code and answers the same day.
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AI changes every month, and you don't have time to keep up.
Keeping up is part of our job. On retainer we tell you which changes matter for your setup and make the updates.