AI agents and automation that do real work
Practical AI that saves time and makes money, not demos. We build production AI on Anthropic Claude, OpenAI and Google Gemini, with the guardrails that make it reliable.
What we build with AI
We've shipped AI into real products used by real customers. Here is where it delivers value today.
AI agents
Agents that take actions: research, fill forms, update your systems and follow up with customers, all without someone clicking through every step.
AI chatbots & assistants
Assistants for your website, WhatsApp and support desk that answer from your own knowledge and hand off to humans when needed.
AI content generation
Documents, proposals, presentations and product descriptions, generated on-brand and validated before they reach a customer.
AI document workflows
Extraction, summarisation, classification and form filling that turns hours of paperwork into minutes.
AI recommendation tools
Personalised product suggestions based on user inputs, like a skin assessment that recommends the right products.
AI media pipelines
Image and video generation pipelines for ads and marketing at scale.
Prompt engineering & guardrails
Structured prompts, output validation and guardrails so AI output is reliable, safe and on-brand.
How we make AI reliable in production
The right model for the job
We choose between Claude, GPT and Gemini per task for cost, speed and quality.
Validation & guardrails
Structured outputs, schema validation and checks before anything reaches a user.
Human in the loop
Approval steps where they matter, full automation where it's safe.
Cost & quality monitoring
Token usage, latency and output quality tracked from day one.
Your data, protected
API providers that don't train on your data, and access scoped to what the AI needs.
Connected to your tools
AI that reads from and writes to your CRM, inbox, docs and databases.
Proven tools, chosen for your problem
We pick technology for reliability, speed and ease of hand-over, not for hype.
Models
- Anthropic Claude
- OpenAI
- Google Gemini
Media
- Image generation APIs
- Video generation APIs
Automation
- Puppeteer
- Webhooks
- Scheduled jobs
Channels
- Web chat
- Shopify
AI Solutions & Agents we've delivered
AI Slides Platform
An AI-powered presentation generation platform with careful prompt engineering and output validation for consistent, on-brand decks.
Canada Grant Finder
Grant discovery, AI proposal writing and application form-filling in one platform, cutting hours of research and writing to minutes.
AI Skincare Advisor
A Shopify skincare recommendation tool that suggests the right products based on a guided skin assessment.
From first call to launch, and beyond
- 01
Discovery
A call to understand the business problem, your users and your goals.
- 02
Scope & proposal
A clear scope, timeline, milestones and price, in writing.
- 03
Design
Wireframes and UI designs, approved by you before development starts.
- 04
Build
Development in short milestones with regular demos of working software.
- 05
Test
QA on real devices and browsers, followed by your review.
- 06
Launch
Deployment, CI/CD setup and app store submission where needed.
- 07
Support & grow
Maintenance, monitoring, fixes and new features.
AI Solutions & Agents: common questions
What's the difference between an AI agent and a chatbot?
A chatbot answers questions. An agent takes actions: it can research, fill in forms, update your CRM or send follow-ups on its own, within the limits you set. Many businesses start with a chatbot and add agent abilities over time.
Which AI model should we use: Claude, GPT or Gemini?
It depends on the task. We have production experience with all three and pick per use case based on quality, speed and cost. Often the best solution uses more than one.
Is our data safe?
We use business API tiers whose providers do not train on your data, keep access scoped to what the AI needs and can keep sensitive processing on your own infrastructure.
How do you stop the AI from making things up?
By grounding answers in your own data, validating outputs against strict schemas, adding guardrails and including human review where accuracy really matters.
What does it cost to run AI in production?
Running costs depend on usage and model choice. We estimate them during scoping and design for cost efficiency, for example by using smaller models for simple steps and caching where possible.
Explore other services
Find out where AI can save you time
Book a free call. We'll identify the highest-value AI opportunities in your business and tell you honestly where AI isn't worth it.