What we can build for you.
AI features in your product
Smart search, summaries, drafting, classification and assistants inside your app.
Prompt engineering
Prompts written, tested and versioned so results stay consistent.
Evaluation and quality checks
Test sets that measure accuracy before and after every change.
Cost and speed optimisation
Right-sized models and caching to cut bills and wait times.
Guardrails and privacy
Rules on what data is shared and what the AI may say.
API and system integration
Clean connections to your database, CRM and other software.
From first call to launch.
Define the use case
We agree what the AI should do and how success is measured.
Prototype
A quick working version to test on real examples.
Evaluate
We measure quality, cost and speed and refine.
Integrate
We build it into your system with safeguards.
Monitor
We watch usage, quality and cost over time.
OpenAI API/Claude API/Gemini API/Node.js/Python/Next.js/PostgreSQL/Vector databases
What is AI Integration and Optimization, and how does it help?
You do not need to rebuild your product to use AI. Often the best result comes from adding one or two well-chosen features to software you already have: smarter search, automatic summaries, draft replies, document reading.
We build these carefully, measure the quality, keep the cost under control and protect your data. If a simpler solution works better than AI, we will tell you.
What you get, in plain English.
Use-case workshop
Deciding what AI should do for your users.
Prototype
A working demo on your real data.
Prompt design
Structured, tested instructions for the model.
Evaluation set
Examples to measure accuracy objectively.
Integration
Connected to your app, database and APIs.
Cost controls
Limits, caching and model choices to manage spend.
Privacy and guardrails
Rules on data use and safe responses.
Monitoring
Dashboards for quality, usage and cost.
Packages that fit your stage.
Every package is shaped around your project after a short conversation. Ask for a quote and we will send an itemised proposal.
AI Feature Sprint
One feature, built and shipped
- Use-case workshop
- Working prototype
- Integration into your product
- Basic evaluation
AI Product Upgrade
Several AI features, done properly
- Multiple features
- Evaluation and prompt library
- Cost and speed tuning
- Monitoring
- Team handover
AI Optimisation Review
Fix an AI feature that is slow or costly
- Audit of prompts and models
- Cost and latency report
- Fixes and retesting
- Recommendations
A partner you can rely on.
Clear communication
One point of contact, regular progress updates and plain-language explanations.
Built around your goals
Every decision is tied to a result you care about: enquiries, sales or time saved.
Transparent pricing
Itemised quotes agreed up front, so there are no surprises later.
Support after delivery
We stay available for fixes, updates and improvements once you are live.
SaaS and Software/E-commerce/Education/Healthcare/Finance/Logistics/Media/Agencies
Services that work well together.
Will my data be used to train AI?
We choose providers and settings that keep your data private, and we explain the options before we build.
Can you improve an AI feature that already exists?
Yes. We review the prompts, model and flow, then improve accuracy and reduce cost.
Which AI model will you use?
The one that fits your task and budget. We compare options rather than defaulting to one.