AI Integration
Top One Brief
A waitlist landing page for an AI-powered daily briefing product, built to explain the offer quickly and collect early signups.
Service
Smart AI Features
AI is most useful when it's pointed at a specific problem — not bolted on for the buzzword. We build the smart features that take real, repetitive work off your team's plate, using your own business data so the answers are accurate.
5 client rating12+ years building250+ projects shipped
What we ship
Specifically, you get:
- Customer-facing chat or assistant trained on your real content
- Smart product recommendations and personalised pages
- Document and email summarisation for your team
- Lead-qualification or intake automations
- Honest evaluation: we'll tell you when AI isn't the right tool
- Monitoring so you know if anything goes wrong
Recent work
Smart AI Featureswe've shipped.
Frequently asked
Questions, answered straight.
What kinds of AI features actually work?
Customer support that answers your top 20 questions, recommendations that match a buyer's history, content drafted from your existing material, and any task with a clear input and output. AI is great for repetitive work and bad for judgement calls — we'll be honest about which is which.
Will the AI hallucinate or say things I don't agree with?
We tie the AI to your real content (knowledge base, product catalog, FAQ) and add guardrails so it stays on-topic. We test extensively before launch and monitor after. If something off-script slips through, we have logs to fix it fast.
What does an AI feature cost ongoing?
Most small-business AI features cost $20–$200 a month in API usage, depending on traffic. We pick models tuned to the task to keep costs predictable. We'll estimate the running cost up front, not after launch.
Whose AI do you use — OpenAI, Anthropic, others?
Whichever fits the job. Some tasks are best with one provider; some run cheaper on another. We design so you're not locked into a single provider — if pricing changes or a better model arrives, we can switch.
Ready to talk smart ai features?
Tell us what you're building. First reply within one business day, usually with a free 30-minute call.