Why We Chose LangGraph for Production
An in-depth evaluation of state management, error recovery, and workflow orchestration in complex production AI environments.
Read article →High velocity Agentic Product Building.
We partner with forward-thinking teams to architect, build, and deploy category-defining AI systems. Powered by our proprietary agentic development playbook, we skip traditional software engineering bottlenecks to ship production-ready products at high velocity.
Case Studies
What High Velocity Looks Like
Interactive AI Video Support Agent
Architected an interactive, low-latency AI video support agent featuring photorealistic digital avatars and real-time voice synthesis to automate personalized customer assistance.
- Orchestrated a multimodal pipeline integrating ElevenLabs voice synthesis with digital avatar streaming APIs
- Engineered a WebRTC/WebSocket streaming gateway to achieve sub-1.5s latency for natural conversational flow
- Designed an LLM-driven reasoning agent using context-aware prompts to handle customer query resolution
- Implemented stateful session tracking to maintain conversation memory across multi-turn video chats
WebRTC
ElevenLabs
HeyGen API
LangChain
NodeJS
WebSockets
AI Editor Assistant - For MS Word
Developed a sophisticated document intelligence partner that goes beyond simple chat. This add-in analyzes 200+ page documents to perform deep edits and contextual refinements.
- Deep-dives into 200+ page documents to provide contextual editing
- Leverages high-performance AI indexing to maintain coherence across massive files
- Seamlessly integrates into the Microsoft Word environment natively
NodeJS
AiSDK
Tavily
OfficeJS
AI Ad Compliance Checker
Developed an AI-powered ad creative compliance checker for mortgage brokers, automating the validation process against complex regulatory guidelines to reduce operational risk.
- Automated compliance validation for mortgage ad creatives using intelligent AI agents
- Ensures regulatory adherence by scanning text and visual elements against industry guidelines
- Reduces operational overhead and manual review time by over 70%
LangGraph
AWS Lambda
LLM Agents
AI Database Intelligence Platform
Bridged 16 years of legacy MS SQL systems with a modern AI layer, enabling senior leadership to query siloed education and real-estate databases via natural language.
- Architected an automated ETL layer and bespoke Text-to-SQL interface
- Engineered secure, context-aware data retrieval pipelines ensuring accuracy
- Reduced manual data extraction time from hours to seconds
ETL Layer
OpenAI
LangChain
MS SQL Server
AI Equipment Tracker
Developed a multimodal asset and equipment tracking app for the transportation industry, enabling field operators to register, track, and inspect fleets via chat, voice, and image analysis.
- Built a mobile app using speech-to-text processing for quick voice command asset entries
- Integrated edge vision model pipelines to automatically detect damages and log containers
- Designed real-time syncing pipelines linking field activities to logistics ERP panels
React Native
Whisper API
AI Vision API
Android
iOS App
AI Broker Review Intelligence
Delivered a game-changing review intelligence platform that transformed how businesses understand customer sentiment, unifying data from multiple review sources.
- Unified 10K+ reviews from TrustPilot, G2, and Capterra via static and AI vision scrapers
- Built multi-agent pipelines that process data 70% faster than traditional methods
- Created intuitive chat interface delivering business insights in seconds
Cloudflare Workers
AWS Lambda
LangGraph
All in One AI Course Suite
Revolutionized content creation for a leading German edtech company by architecting an AI-first platform that automated the entire content production pipeline.
- Slashed content production costs by 70% through automation & B-roll editing
- Multimodal script generation, audio generation, and avatar video
- Directly contributed to achieving $100K ARR milestone in just 6 months
NodeJS
MongoDB
ReactJS
OpenAI
Testimonials
What Partners Say
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"Basil is one of those rare engineers who cares strongly about the user needs and business outcomes and builds to achieve that with a high degree of ownership."
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"Basil is one of the most supportive and grounded individuals I have come across. He is a great hands-on engineer, a great listener, understands business problems."
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"I have come across very few engineering leads who get both product and UX equally."
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"Basil is an outstanding developer. He's great at navigating collaborative product development."
Expertise
Capabilities
Agentic Systems
Designing multi-agent workflows with state management, memory tracking, and error recovery using LangGraph.
Applied AI Architecture
End-to-end AI platform design integrating LLMs, real-time voice, and low-latency digital human streams.
High-Velocity V1s
Shipping rapid minimum viable platforms and transition prototypes to validate core technology and GTM.
Enterprise Databases
Connecting legacy systems with context-aware RAG pipelines and custom secure Text-to-SQL database utilities.
AWS & Serverless
LangChain & LangGraph
Large Language Models
Python & Node.js
React & Frontend
PostgreSQL & MongoDB
Docker & Microservices
System Architecture
Go-to-Market Strategy
Insights
Our Writing
Get in Touch
Interested in building together? Connect with our founder on LinkedIn or schedule a strategy call to kick off your project.