We build AI-native products and help teams integrate AI where it actually works.
A product studio shipping real software. A consulting practice grounded in building, not advising.
Products We've Built
Real software, live in production. Each product features AI-powered capabilities built from our consulting experience.
devdiary.me
Your intelligent development diary. Automatically captures coding activities, milestones, and achievements with AI-powered insights on productivity patterns and growth.
nferens.com
Turn feedback into product wins. AI-powered platform for collecting, analyzing, and prioritizing user insights with sentiment analysis.
Gleania
gleania.com
Turn every interview into insight. Track interviews, gather feedback, and grow your skills with AI-powered reflection.
AI in Real Workflows
We implement AI where it adds real value. Not hype, not demos - production systems that actually work.
Manual
Understand current processes, pain points, and where humans spend time on repetitive tasks.
AI-Assisted
Augment human work with AI suggestions, summaries, and insights. Humans stay in control.
Automated
Where appropriate, fully automate workflows with proper guardrails and human oversight.
LLM Systems, Not Prompts
We build context pipelines, retrieval systems, and evaluation loops - not prompt hacks.
AI for Real Workflows
AI in ops, support, sales, engineering - replacing glue work, not people.
Buy vs Build vs Compose
Honest guidance on when SaaS is enough vs when custom AI systems make sense.
Guardrails Built-In
We design for failure modes, edge cases, and graceful degradation from day one.
Software We Build & Operate
We don't just consult - we ship. Our products are live, serving real users, and continuously improving with AI capabilities.
- AI-native products built from the ground up
- Real users, real feedback, real iteration
- Lessons learned inform our consulting work
Applied AI Expertise
Our consulting is informed by shipping real products, not theoretical frameworks. We've built the systems we help you design.
- LLM integration and AI systems design
- Digital transformation with AI
- Internal tools and workflow automation
How We Build
Simple principles that guide everything we do.
Real products in production beat perfect presentations every time.
We build robust systems that handle edge cases, not impressive demos that break.
Our track record is live software, not slide decks about what we could build.
Ready to build something real?
Whether you need a product built, AI systems integrated, or expertise applied - we'd like to hear from you.