Innovating at the Intersection
of AI and Hardware

What it is:

We build AI systems that do the boring, repetitive tasks automatically. So you and your team can stop clicking buttons and start doing the work that actually moves the needle.

Why people use it:

• You're spending too much time on tasks that should be done in seconds
• You keep seeing human errors in reports, emails, or forms
• Your team is stuck doing work a smart system could handle
• You're trying to scale but people are maxed out

What it can do:

• Log into platforms, pull data, and create reports
• Copy data between tools so your team doesn't have to
• Trigger emails or workflows when something happens
• Automate approvals, data entries, customer responses, and more

Custom AI & ML Models

We create models that learn from your data to automate decisions, forecast trends, or personalize user experiences.

Large Language Models (LLMs)

We train and fine-tune powerful language models that can understand, generate, and summarize text.

Data Pipeline Architecture

We design end-to-end systems to collect, clean, and use your data effectively.

Agentic AI Systems

Think of it like this: Instead of giving the AI one job, we teach it how to work on its own, kind of like a digital employee. It can:

• Make decisions
• Plan tasks
• Use tools
• Talk to APIs or databases
• Even collaborate with other AIs

What it is:

We don't just build the user interface and backend — we infuse it with AI so your apps get smarter over time. This means better performance, more automation, and tools that adapt to your users.

Why people need it:

• You want to build a tech product that feels modern and smart
• You're tired of basic apps that can't evolve or scale
• You're collecting data but not doing much with it
• You've heard of AI but don't know how to integrate it into your product

What it can do:

• Create apps that adjust to user behavior and improve UX over time
• Set up systems that learn from data and automate decisions
• Connect AI tools directly into your backend (like recommendation engines, smart notifications, or fraud detection)
• Build APIs that serve AI models and deliver results in real time

What it is:

We design smart devices that don't just collect data they understand it. By combining sensors and hardware with onboard or cloud-based AI, we build physical systems that respond intelligently to the world around them.

Why people need it:

• You're building something new and off-the-shelf hardware just won't cut it
• You've got great data but no way to act on it in real time
• You need a sensor or device to do more than just record
• Your team needs firmware that works reliably with AI models or cloud tools

What it can do:

• Build custom devices or modify existing ones to fit your use case
• Connect sensors that track movement, sound, pressure, etc.
• Add AI that processes signals or predicts events (like faults or behaviors)
• Create firmware that talks to your cloud, app, or dashboard
• Enable devices to react in real-time based on smart logic or learning models

What it is:

We help teams turn complex tech ideas into actionable plans whether it's building a smart sensor, launching an AI platform, or getting funded through programs like SBIR or STTR.

Why people need it:

• You've got a bold idea but don't know where to start
• You're applying for a grant and need to show technical chops
• You're building something new and want to avoid expensive mistakes
• You're trying to connect the dots between business goals and deep tech

What it can do:

• Give you a clear roadmap for your AI/hardware project
• Break down what's feasible, what's high-risk, and how to de-risk it
• Help you apply for and win government funding (SBIR/STTR)
• Offer senior-level guidance during design, prototyping, and scaling
• Translate tech talk for investors, customers, or internal teams

What it is:

We build AI systems that help finance teams move faster, stay safer, and sleep better by automating the stuff that's too complex (or boring) for humans to do manually every day.

Why people need it:

• You're worried something risky might slip through the cracks
• Your compliance team is drowning in manual reviews
• You want to catch fraud faster or before it even happens
• You're scaling and can't add 10 more analysts

What it can do:

• Analyze huge volumes of transactions for risk instantly
• Flag weird or suspicious activity before it becomes a problem
• Help stay compliant with changing financial regulations
• Monitor operations in real time and alert the right people
• Learn from past incidents to get smarter over time