AI Applications
AI Products That Remain Dependable Once People Rely on Them
We build assistants and agents on your own data, with evaluation, access control and cost tracking established before they reach your teams.
Our Point of View
A dependable AI product gives answers that hold on your data, respects each person's permissions and stays affordable in daily use. That is the standard we build to.
The Situation
A dependable AI product gives correct answers on your data, respects permissions and stays affordable once in regular use. These qualities come from testing and engineering as much as from the model, and they are strongest when they are designed in from the first day, before a product reaches its users.
Our Approach
We build evaluation in from the start, testing answers against real examples from your work so that quality is measured. The model is chosen on answer quality, running cost and where your data may go, and the design allows it to be changed without a rebuild. Anything high-stakes keeps a person approving the result.
What We Deliver
From a Useful Answer to a Dependable Product
How We Engage
Your First Version in Four Weeks
Your first working feature arrives within four weeks, and the full engagement runs to six. Week one also produces an evaluation set and a measured score on your own examples, which shows whether AI or conventional software is the right tool before further investment.
Configuration on Your Data
We stand up the platform and load it with data representative of your business. By the close of week one, your stakeholders are reviewing a working system.
Expected Outcomes
What Leadership Should Expect to See
Answers That Can Be Verified
Each answer shows its source, drawn from your own documents and systems, so that anyone can check it before relying on it.
Quality You Can Measure
An evaluation set built from real examples shows how the product performs before launch, and monitoring continues that measurement in production.
Running Costs in View
Quality and spending are tracked in production, so that leadership sees the running cost of the product as its use grows.
Industries
Where This Work Applies
Agents can read documents and prepare multi-step work, while a person approves what matters and an activity record shows what was done.
Assistants draw on your own documents and show their sources, access follows each person's permissions, and high-stakes results keep a person approving them.
AI features are added to products with evaluation and cost tracking from the outset, and with a design that allows the model to change without a rebuild.
Insights
Perspectives on AI Applications
Perspective · 4-minute read
Match Automation in Customer Operations to the Cost of a Wrong Answer
ExpandFrequency shows where the hours are, and the cost of a wrong answer shows where automation is safe. We sort your contacts that way and build for each group.
Guide · 4-minute read
Test a Clinical Documentation Assistant on Your Own Consultations Before You Trust It
ExpandA headline accuracy figure describes the vendor's test. We build an evaluation on your own consultations, so you know which errors occur and whether reviewers catch them.
Perspective · 4-minute read
Write the Policy, Train People to Apply It, Then Let Models Take the Clear Cases
ExpandThe order of work decides moderation quality. We start with the policy and an agreement test, then build models on your own examples and measure them before they reach your players.
Perspective · 4-minute read
Predictive Maintenance Starts With a Failure History Your Plant Can Trust
ExpandA model can only anticipate failures that have been described. We test your records first, so the first AI feature is built on a history that supports it.
Guide · 4-minute read
Ship an AI Feature That Stays Dependable When Real People Use It
ExpandA feature that impressed in a review can behave differently when the model is wrong or one account uses it heavily. We build quality, permissions and cost in from the first day.
Frequently Asked
Questions From Prospective Clients
Which AI Model Do You Use?
How Do You Prevent It From Inventing Answers?
How Do You Control What the AI Can See?
How Do You Stop an AI Agent From Taking the Wrong Action?
How Will We Know What the AI Costs to Run?
What If Testing Shows Conventional Software Is the Better Fit?
When Will Our First AI Feature Be in Use?
Can It Read Invoices, Forms and Contracts Into Structured Data?
Explore Further
Related Services
Custom Software
Software shaped around your process, for the part of the work that off-the-shelf tools cannot handle, and owned by you.
Web Applications
Portals, dashboards and internal tools that run in any browser, with nothing to install and a record of every action.
Desktop Applications
Windows, macOS and Linux applications that work offline, reach local files and hardware, and update themselves safely.
Next Step
Book an Appointment
Arrange a complimentary 30-minute conversation, with no obligation. You will leave with a candid view on whether the initiative is worth building and, if it is, a scope and a date, with the cost worked out together on the call. Alternatively, send an enquiry and we will respond.