AI Solutions
AI grounded in your own data.
The demo is the easy part. What decides whether an AI project survives is whether anyone wrote down what a correct answer looks like — so that is where we start.
01When this applies
Signs you are in this territory.
If two or three of these are true, this is usually the right place to start.
- Your team answers the same questions from the same documents every week
- Information exists but nobody can find it quickly
- A pilot impressed everyone and then quietly stopped being used
- You need AI in the product but cannot spare the team to evaluate it
- Compliance needs to know exactly what the model was shown
02Approach
How we run it.
01
Define correct first
An evaluation set built from real cases in your business. Without it, every later change is an opinion.
02
Ground the answers
Retrieval over your own sources, with citations back to the document. A system that cannot show its working will not be trusted, and should not be.
03
Route the uncertain cases
A confidence threshold that sends the hard ones to a person, with the context already attached.
04
Measure and control cost
Model routing by task difficulty, caching, and a hard budget ceiling with alerting from week one.
03Deliverables
What you end up with.
- Feasibility assessment and use-case selection
- Retrieval pipeline over your content
- Evaluation set and regression harness
- Assistant, agent or extraction service in production
- Human-review workflow and guardrails
- Cost and quality monitoring
What good looks like
- Answers a compliance team can audit
- A measured baseline that changes can be proven against
- Cost per resolved case that you can actually see
Delivered by
04Relevant work
Software we have built along these lines.
- Live tool
Avryxa Assistant
The assistant on this site — grounded in the site's own content, so it answers from what we actually publish.
Live toolRequirements Generator
Turns a rough idea into a structured requirements document — scope, features, stack and milestones — ready to send to any developer.
Live toolWebsite Checker
Scores any public website on SEO, mobile, security and Core Web Vitals, then writes a prioritised fix plan.
05Questions
Before you ask.
No. We work with providers that contractually exclude training on your data, and can deploy against a model in your own cloud tenancy where policy requires it.
A narrow, high-volume task with a clear right answer. Two to four weeks to a working system evaluated on real cases.
Usually not. Most valuable first projects run on documents you already have rather than on a data warehouse you do not.
Keep exploring
Other solutions.
- Business SoftwareReplace the spreadsheets, shared inboxes and manual handoffs holding your operation together.
- AutomationConnect the systems you already pay for and take the repetitive steps out of the middle.
- SaaS ProductsTake a product from validated idea to a multi-tenant platform with billing, roles and analytics.
- Digital TransformationModernise a legacy estate in sequence — without stopping the business while you do it.
Start here
Good software starts with a straight conversation.
No pitch deck, no discovery fee. Describe the problem and we will tell you what it would take to solve it — and what it would cost.