AI Product Development
AI-Powered Products Built for Real Users
We integrate AI strategically, not speculatively. Every feature we build answers: does this make the product genuinely better for users, at a cost that makes business sense?
Free 30-min call · No commitment · Reply within 24 hrs
AI cost economics
<$500 /month
Starting AI service costs for most features
OpenAI
Anthropic
Hugging Face
"Incredibly fast and willing to always go the extra mile."
Kaushik, Founder & CEO at Swipe
What "AI-Assisted" actually means
What it's NOT
- ✕Wrapping GPT-4 in a thin UI and calling it a product
- ✕Adding AI features because competitors have them
- ✕Ignoring cost-at-scale until it becomes a crisis
- ✕Building AI models you don't need to train from scratch
What it IS
- Identifying where AI genuinely reduces friction for your users
- Choosing the right provider for your use case and budget
- Building cost controls, caching, and fallbacks from day one
- Prototyping before building, validate the feature works, then commit
We work with the leading AI providers
OpenAI
GPT-4o, embeddings, DALL-E, Whisper
- Content generation
- Chat interfaces
- Image creation
- Voice transcription
Anthropic
Claude, reasoning, long context, safety-first
- Document analysis
- Code review
- Complex reasoning
- Customer support
Hugging Face
Open-source models, fine-tuning, custom embeddings
- Custom classifiers
- Sentiment analysis
- Private data models
- Cost optimization
Common AI features we build
Content Generation
Auto-generate blog posts, product descriptions, emails, and reports at scale.
AI-Powered Search
Semantic search that understands intent, not just keywords.
Intelligent Chat
Context-aware assistants trained on your product knowledge and data.
Data Analysis
Extract insights from unstructured documents, feedback, and reports automatically.
Personalization
Recommendations and content tailored to each user's behavior and preferences.
Workflow Automation
Automate repetitive tasks, classification, routing, extraction, summarization.
From opportunity to production
AI Opportunity Audit
We map your product and identify which workflows would genuinely benefit from AI, and which are hype.
Cost & Provider Scoping
We model the monthly AI service costs at different usage levels. Most features start under $500/mo.
Prototype & Validate
Build a working prototype of the AI feature in 1–2 weeks. Test it with real users before committing to production.
Production Build
Full implementation with rate limiting, caching, fallbacks, and cost monitoring built in from the start.
AI product questions, answered
Honest answers about cost, privacy, and what AI can (and can't) do for your product.