A demo that isn’t ready for customers
The prototype impressed everyone, but it’s slow, unpredictable and was never built for real traffic.
AI features your
users can rely on.
We help companies take AI from an experiment to a dependable part of their business. That can mean an AI voice agent that answers your calls, language models connected to your data and workflows, or the backend and cloud setup that keeps it all running with sensible costs and proper security.
Sound familiar?
Problems we
hear about often.
Getting a model to work once is easy. Getting it to work every day for real users is where we come in.
Answers that are confidently wrong
The model makes things up because it can’t see your documents, products or policies.
Costs that are hard to predict
Token and GPU bills rise with every new user, and nobody knows what a single request really costs.
Worries about data privacy
You’re not sure what data goes to which provider, or how to keep customer information safe.
Calls that go unanswered
Customers call after hours or while your team is busy. Missed calls quietly turn into lost bookings, sales and frustrated customers.
No way to tell if it’s improving
Prompt and model changes are made by feel, with no way to measure whether answers got better.
What we do
How we can
help with AI engineering.
Pick one piece or hand us the whole thing. We’ll suggest where to start after we understand your setup.
LLM integration
We connect hosted or open source models to your application with sensible prompts, limits and fallbacks for when a provider has a bad day.
AI voice agents
Natural-sounding agents that answer your business calls around the clock. They handle common questions, book appointments, take messages and pass callers to a person when it matters.
Retrieval-augmented generation (RAG)
We index your documents and data so answers are grounded in your own information, with sources your users can check.
AI backend services
APIs, queues and background workers that handle AI requests reliably, including streaming, retries and rate limits.
Workflow automation
We connect AI to the tools your team already uses, so repetitive work like triage, summaries and data entry happens on its own.
Secure cloud deployment
We run AI services on AWS with monitoring, cost controls, access rules and careful handling of personal data built in from the start.
What you get
Clear results
you can keep.
The goal is AI you can measure, afford and trust, whether it answers your phones or runs inside your product.
Typical deliverables
A working AI feature inside your product
A voice agent connected to your phone line
A retrieval pipeline over your own data
Backend services and APIs around the model
Cloud deployment with monitoring and cost tracking
A simple way to test and compare answer quality
Documentation for your team
Questions
Things people
usually ask us.
Don’t see your question here? Ask us on a call or send it with your project details.
Which AI models do you work with?
We work with hosted models from the major providers and with open source models. We’ll recommend one based on quality, cost, speed and how your data needs to be handled.
Can an AI voice agent answer our business calls?
Yes. We build voice agents that pick up your calls, understand what callers need, answer common questions and book appointments. They can connect to your phone number, calendar and CRM, hand difficult calls to your team, and send you a summary of every call.
Can the AI use our own documents and data?
Yes. That’s what retrieval-augmented generation is for. Your content is indexed and the model uses it to answer, which makes responses far more accurate and specific to your business.
How do you keep our data private?
We choose providers and settings that don’t train on your data, limit what gets sent to the model and keep sensitive information inside your own cloud account wherever possible.
How much will it cost to run?
It depends on usage and the model you choose. We estimate the cost per request early and build in caching and limits, so the bill stays predictable.
We only have an idea. Is that enough?
Yes. A 30-minute call is a good place to start. We’ll talk through what’s realistic and suggest a small first step to test the idea.
Next step
Let’s talk about your project.
Book a free 30-minute discovery call, or send us a few details and we’ll reply within one working day.