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Selected work

Products built. Problems solved.

From new products brought to market to complex platforms modernized for the future, our work spans industries, technologies, and stages of product development. Each story highlights the challenge, the engineering decisions that mattered, and what changed as a result.

The work

Featured

Agentic finance operations platform

Agentic AI · Product engineering
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A finance operations platform spanning six business domains, with an agentic AI layer that plans actions from natural-language requests and executes them through governed application services, with consequential changes previewed for human confirmation.

Results
4× less manual effort for document follow-up and related coordination, as reported by the client.
35 application capabilities exposed to AI across 6 business domains.

AI App Builder

AI engineering · Enterprise applications
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We engineered an AI application builder on an established enterprise-grade platform. AI generates application-specific screens and functionality while inheriting the platform’s security, authentication, navigation and access to existing business data.

Result
Enterprise-grade application foundations inherited from day one, with AI-generated screens connected to real business data.

Recordkeeping and billing

Retirement
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A rule-engine billing platform distributing payments among plan sponsors, advisors, third-party administrators and vendors, replacing a process built on SQL queries and Excel.

Results
Hundreds of invoices per minute.
Weeks reduced to days.
In production for years.

Dental care platform

Health-adjacent
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A dental platform taken over midway through someone else’s build, delivered across multiple releases against funding milestones.

Result
$13M in additional funding raised by the client after launch.

AI engineering

Agent Builder

AI engineering · Agents

Creating an AI agent shouldn’t require a new software project every time. We engineered a reusable framework that turns agent descriptions into working agents with their own tools, reasoning and memory.

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Multi-agent orchestration

AI engineering · Multi-agent systems

Complex software-building goals often require several AI specialists. We engineered an orchestration layer that coordinates their work, manages context and dependencies, and supports iterative refinement through one conversation.

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Intelligent UI Automation

AI engineering · UI automation

Using vision-language models and reusable workflows to automate complex applications without suitable APIs.

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More selected work

Intelligent document processing

Technical documentation

A hybrid computer vision and NLP pipeline that converts complex, unstructured technical documents into structured data ready for integration with other systems, even with limited labeled training data.

Over 10,000 documents processed. Roughly ten times the speed of the manual workflow.

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DRL Group

Capital markets

A multi-tenant municipal and corporate bond trading platform spanning multiple electronic markets, with integrated inventory, P&L reporting, and a configurable rule-based autobidder.

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Legacy platform modernization

Financial systems

A decades-old financial workflow platform modernized through phased migration, preserving critical business rules and familiar workflows while introducing a modern interface and integration capabilities.

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AutoATOps

Aviation

A computer vision system that detects and timestamps aircraft turnaround activities from existing airport camera feeds, giving operations teams better visibility without taking over ground-crew decisions.

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Sando Guardian

Industrial safety

An industrial IoT system combining wearable sensors, proximity-based worker monitoring, and environmental measurements to improve visibility into confined-space operations aboard ships and offshore structures.

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BullpenAI

Sports analytics

A baseball analytics platform combining high-speed cameras, ball tracking, and motion analysis to turn individual pitches into measurable performance information that coaches and players can review over time.

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Proktor

Workplace security · Edge AI

A workplace security monitoring system combining edge-based computer vision, targeted event detection, and privacy-conscious image handling for organizations protecting sensitive information in remote work environments.

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Different challenge? Let’s talk.

Our work extends beyond the projects featured here. Tell us what you’re building or modernizing, and we’ll explore how our experience applies.