Respondology
Respondology protects brands and individuals from the trolls and their toxicity on social media by removing hateful, ugly, and spam comments 24/7/365 using AI keyword filtering and human moderators.
Our contribution
Using Natural Language Processing and Machine Learning we helped to build a product to automatically moderate social media comments at scale, far faster and more consistently than a human team could. 
Core technologies
Ruby/Rails, PostgreSQL, AWS
Restaurant reservation and management platform
An AI-powered platform designed for restaurant discovery, data aggregation, and content enrichment. It leverages intelligent algorithms to unify information from various sources and generate engaging, context-aware content for enhanced user experience.
Our contribution
Typesense-powered vector search with support for filtering, sorting, and keyword constraints
Multilingual content classification, generation and translation using fine-tuned LLMs
Data aggregation and normalization across multiple sources
Core technologies
JS/React, Elixir, Postgress, Styled Components, GraphQl (Apollo), Rails3/5, Ruby 2.6, Redis, MongoDB, Kafka, Elasticsearch, Phoenix
NY Healthcare startup
A proprietary AI solution for speech recognition tailored to streamline digital documentation processes. Optimized for healthcare, it enables professionals to dictate notes efficiently, reducing time spent on manual data entry and improving workflow productivity.
Our contribution
  • AI-powered speech recognition technology that enables caregivers to dictate their notes into a smartphone.
  • AI speech processing, structures the content, and automatically generates the relevant documentation, such as patient reports, vital signs, and medication logs, directly into the system.
Core technologies
Ruby/Rails,React.js, PostgreSQL, Python, Whisper, vLLM and local Nvidia instruct model for HIPPA compliance
Technical Discovery
Our engineers review system requirements, data flows, and potential third-party integrations. You get a high-level architecture and implementation roadmap.
Project Estimation and Roadmap
We provide a clear development timeline, cost estimate, and team composition plan so you know exactly what to expect before coding starts.
Who Needs a Discovery Phase?
Startups preparing for development or investor pitches
Companies launching new features or products
Teams with complex legacy systems and unclear architecture
Non-technical founders who need technical clarity
What You Get at the End
Use these assets to start development, raise funding, or align your team.
Product vision and feature map
Defined user journeys and personas
Wireframes and UI screens
Clickable prototype
Technical architecture outline
Implementation estimate (cost and timeline)
Real Outcomes
Helped a fintech startup raise $600K seed round with a clickable prototype + roadmap
Reduced development cost by 40% for a SaaS platform through early scope alignment
Delivered validated designs that required <10% revision post-launch.
Tools & Technologies We Use
Figma, Miro, Notion
For design, research, and collaboration
Whimsical, Draw.io
for journey mapping and architecture diagrams
Slack, Zoom, Loom
for transparent communication
Custom templates
for estimates, personas, and product docs
Why CyberGizer?
Cross-functional team: Product strategist + UX designer
+ architect
Remote-first and async-friendly
10+ years in digital product development
Experience across fintech, SaaS, healthcare, and marketplaces
Ready to Start the Right Way?
Let’s map your product together. Get a complete prototype and plan in 2–4 weeks.
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