Client Success Stories
Modern Solutions for Complex Challenges
We partner with organizations to build software that delivers real business outcomes. From cloud platforms and custom applications to GenAI solutions, here's how we've helped our clients succeed.
Finance
Accounting Automation Platform
Document processing system that eliminates manual data entry and ensures compliance-ready ledgers
Accountants spend excessive time on manual data entry and reconciliations. Producing clean, compliant ledgers from diverse invoice formats is error-prone and slow.
Built an intelligent document processing pipeline that automatically extracts, classifies, and validates financial data from any invoice format with human-in-the-loop verification for edge cases.
80% reduction in manual effort and processing time. Significantly higher accuracy on ledgers with automated validation.
Claude API, Gemini API, Azure (Document Intelligence, Functions, Cosmos DB, ServiceBus, App Insights), Next.js, GitHub Actions, Semgrep, OpenTofu
Construction & Engineering
Construction Scheduling Platform
Intelligent system that analyzes schedules, site data, and documents to surface insights proactively
Construction project management relies on static schedules and manual data entry. Delays are discovered too late, and insights are buried across disconnected systems.
Architecting a platform that processes schedules, site imagery, and documentation together to proactively identify bottlenecks and provide actionable recommendations.
Multimodal analysis of schedules and site data enables predictive insights and early bottleneck detection.
AWS Bedrock, Google ADK, Logfire, AWS (ECS, EventBridge, Lambda, RDS, CloudWatch), .NET Core, PostgreSQL, GitHub Actions, Trivy
MEP Document Intelligence
Automated data extraction from complex engineering schematics and technical drawings
Processing high volumes of technical documentation and engineering schematics leads to data inconsistencies, project delays, and compliance risks.
Developed a document intelligence pipeline that autonomously extracts and validates data from specialized technical drawings with workflow orchestration for complex multi-step processing.
Reduced processing time from hours to minutes while improving accuracy and eliminating manual errors.
AWS Bedrock, Textract, Temporal.io, AWS (ECS, S3, CloudWatch), MongoDB, Neo4j, FastAPI, React, TypeScript, GitHub Actions, Checkov
Healthcare & Life Sciences
Drug Discovery Platform
Computer vision and workflow automation for cryo-EM specimen screening
Specimen screening during drug discovery is slow and tedious, requiring human intervention at every step. Visualization and microscope interaction tools were outdated.
Implemented a framework for systematic evaluation and documentation of cryo-EM specimens using computer vision. Built modern visualization interfaces with real-time microscope integration.
40% reduction in overall specimen screening and evaluation time.
OpenCV, Python, FastAPI, Dapr, PostgreSQL, Next.js, TypeScript, Grafana, Prometheus, OpenTelemetry, Keycloak, Docker, GitHub Actions
Hospitality
B2B Venue Sourcing Platform
Streamlined platform for hospitality professionals to source and contract venues
Sourcing and contracting venues for events is manual-intensive and time-consuming, with back-and-forth negotiations spread across emails and spreadsheets.
Built a platform that automates venue matching, generates contract drafts, and streamlines the entire sourcing workflow with intelligent recommendations.
60% faster contract closure. Fully automated sourcing and contracting workflow.
Microsoft Foundry, Azure (App Service, Functions, Cosmos DB, ServiceBus, AI Search, App Insights), React, PostHog, Azure DevOps, Snyk
Digital Concierge System
Automated guest services handling requests via SMS with intelligent routing
Responding to guest queries via SMS was manual, slow, and inconsistent. Staff couldn't keep up with volume while maintaining service quality.
Built a multi-agent concierge system that classifies incoming messages and routes to specialized handlers for food, rides, events, and parking. Human escalation for complex requests.
50% faster response time for guest queries with consistent service quality.
AWS Bedrock Agents, LangGraph, Langfuse, AWS (ECS, EventBridge, SQS, CloudWatch), FastAPI, PostgreSQL, Redis, PagerDuty, GitHub Actions
Manufacturing & Supply Chain
Battery Lifecycle Analytics
IoT platform connecting factory telemetry with field performance for predictive quality
Battery manufacturing suffers from disconnected data silos. Factory floor operations are separated from real-world field performance, making root cause analysis nearly impossible.
Building a closed-loop analytics platform that unifies manufacturing telemetry with real-time BMS field data. ML models identify defect patterns and predict quality issues.
Optimized energy density and cycle life. Proactive defect root cause identification.
Amazon SageMaker, AWS (IoT Core, Kinesis, Glue, S3, Athena, CloudWatch), Apache Iceberg, QuickSight, PySpark, GitHub Actions, tfsec, OpenTofu
Modern MRP System
Real-time manufacturing resource planning built for customization and rapid iteration
Legacy ERP/MRP software is too rigid to adapt to rapidly evolving manufacturing needs. Customization requires expensive consultants and long timelines.
Built a modern, customizable MRP system with real-time updates, intuitive interfaces, and the flexibility manufacturers need to adapt quickly.
16% average cost reduction. 80% machine utilization rate.
Supabase (Postgres, Auth, Realtime), React, TypeScript, Tailwind CSS, Sentry, GitHub Actions, Dependabot
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