AI Integration
Add intelligent features to your products. AI assistants, smart search, workflow automation, document processing.
When AI integration makes sense
- You already have a SaaS, internal tool or platform in place
- There are clear tasks that are repetitive or cognitive
- AI can assist humans, not replace everything overnight
- You're ready to invest in a real feature, not just a demo
Examples of AI features we can add
We always connect AI to your existing product and data, not to a standalone chat window.
In-app AI Assistant
A contextual chat inside your app that can see the current screen and help the user.
Smart Search
Natural language search across projects, tickets, documents, customers.
Summaries & Explanations
Auto-generated summaries of long records, conversations or documents.
Workflow Automation
AI that helps categorize, route or draft responses based on your data.
Internal AI Copilots
For ops, support or sales teams using your internal tools.
Where AI fits best
Internal Tools
Help teams triage, summarize, draft and decide faster.
B2B SaaS
Give users smarter search, recommendations or copilots.
Data-rich Platforms
Platforms with a lot of textual or structured data.
How we integrate AI into your product
We apply the same product mindset as for any feature.
Identify real use cases
Analyze your existing tool. Talk to the people doing the work. Identify tasks that are high-volume, repetitive or cognitively heavy.
Design the feature, not just the model
UX: where does the AI appear? Permissions: who has access? Feedback: how can users correct output? Limits: what the AI won't do.
Implement in your stack
Integration between your product and the AI provider. Frontend, backend, prompts, guardrails, logging. Monitoring and evolution over time.
Budgets & approach
We treat AI features as product work, not throwaway experiments.
Typical engagement: discovery & design, implementation as part of a sprint, iterations based on usage.
You have an existing tool and think AI could help?
Let's challenge your use cases together.