Building an AI Dream Interpretation App That Supports Mental Health at Scale understanding what your dreams say about your mental health

The platform helps people make sense of their dreams and connect that understanding to their mental health. Users describe their dreams, and the app interprets them, tracks their sleep and energy levels over time, and recommends next steps—such as meditation, exercises, or a consultation with a licensed therapist. The platform also monitors signs of anxiety, depression, and stress in users’ messages and, when necessary, directs them to real-world support. We joined the team to help develop and scale the core components of the product.

ClientNDA

CategoryHealthTech

Health & Fitness App in the USA

App ranks among the top 50 Health & Fitness apps in US app stores.

1.6M+

Downloads

The app has been downloaded over 1.6 million times.

2.5M+

Dreams Analyzed

Users have submitted over 2.5 million dreams for interpretation.

1,213

Five-Star Reviews

Users rate the app highly across the App Store and Google Play.

Trusted Mental Health Partners

Dreamapp partners with BetterHelp, Talkspace, Forma, and Calmerry to connect users with licensed therapists.

Users Needed More Than a One-Off Interpretation

Sleep & Energy Tracker — logs each dream alongside sleep and energy data, so users can see how their mental state shifts week to week, not just what one dream meant.

Interpretation Alone Doesn't Help Someone Take Action

Signs of Anxiety or Depression Were Easy to Miss

The Product Needed to Ship Fast Without Breaking

5.0

On Clutch · verified reviews

Read on Clutch

“VRB understood our business, not just the tech. They rebuilt our legacy platform into something fast, reliable, and actually usable.”

Building an AI Cost Gateway From an Idea Into a Commercial SaaS Platform

Cloudidr is a cloud cost platform for engineering and finance teams, built around two products. Flex Compute gives companies discounted EC2 and GPU capacity with guaranteed availability, so they can hold disaster-recovery failover capacity without committing to an AWS Savings Plan. LLM Ops is an AI gateway that sits between a company's applications and LLM providers OpenAI, Anthropic, Google Gemini, AWS Bedrock giving per-request cost attribution, hard budget limits that block overspend before it happens, and automatic routing of every prompt to the cheapest capable model. The client came to us with domain expertise and a product thesis, but no engineering team. We designed the architecture from scratch, built the platform, and kept developing it into the product the company sells today.

75–90%

Lower LLM Costs

100+

Teams in Production

$100K/month

Tracked per Organization

Building an AI Hiring Assistant That Cuts Resume Screening From a Day to an Hour

Eligio is an AI assistant for people who hire. Instead of a recruiter manually reading through hundreds of resumes, Eligio reads the job posting, reads each CV, scores how well the candidate fits, ranks them, and hands back a short list worth talking to. It also handles routine work screening questions, messaging, and coordination. Eligio is built for companies that hire a lot and whose recruiters drown in applicants: IT companies, outsourcing firms, recruitment agencies, and HR teams at mid-size and large businesses. We built the product from an idea, working closely with the client to shape it into a working platform.

-85%

Less Time Spent Screening Resumes

30%

Faster Time-to-Interview

20%

Better Candidate-Role Fit

More projects under NDA. Ask us about them on a call

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