Services

AI Engineering Services

We implement cutting-edge machine learning research for production systems. From foundation models to agentic systems, we build AI that works at scale.

01

Applied AI & LLM Systems

Retrieval, agents & domain solvers

We build AI that reasons against ground truth — retrieval and semantic search over your technical data, and multi-agent systems that pair language models with real domain logic instead of guessing.

Capabilities

Retrieval-augmented search (RAG)Semantic search over technical corporaMulti-agent orchestrationLLMs paired with domain solversVector infrastructure & embeddingsOn-prem / local model deployment
02

Interactive 3D & Web

Three.js, WebGL, WebGPU, WASM

High-performance graphics that run in the browser — product configurators, BIM and AEC tools, and visualizations that stay smooth while rendering thousands of elements.

Capabilities

Three.js / WebGL / WebGPUGLSL shaders & raymarchingBIM / IFC viewers & toolingInstanced rendering at scaleWebAssembly performance workInteractive product configurators
03

Data & Visualization

Large-scale, interactive views

Turning large, messy datasets into fast, interactive views — GPU-accelerated geospatial and engineering data that stays responsive at production scale.

Capabilities

GPU-accelerated data viz (Deck.gl)Geospatial / GeoJSON pipelinesReal-time dashboardsLarge-dataset optimizationCustom charting & graph viewsData extraction & transformation
04

Backend & Data Infrastructure

Systems that hold up under load

Production backends engineered for throughput and correctness — high-performance transaction engines, knowledge-graph data models, distributed processing, and cloud automation.

Capabilities

High-throughput transaction systemsKnowledge graphs (Neo4j)Distributed / parallel processingEvent scheduling & automationCloud infrastructure & loggingAPIs & service architecture
05

Engineering & CAD Automation

Tools for technical work

Domain tooling that removes manual effort — constraint-aware CAD editing, BIM/Revit extraction pipelines, and automation that turns hours of work into minutes.

Capabilities

Constraint-aware CAD editingGeometric constraint solvingBIM / Revit metadata pipelinesBill-of-materials automationInternal engineering toolingWorkflow automation

How We Work

A systematic approach from research to production

01

Discovery

We analyze your problem domain, existing systems, and business objectives to define clear success metrics and technical requirements.

02

Research

Our team surveys the latest research to identify the most promising approaches, running rapid experiments to validate feasibility.

03

Development

We build production-ready systems with clean APIs, comprehensive testing, and proper documentation for your team.

04

Deployment

We deploy to your infrastructure with monitoring, alerting, and optimization for real-world performance at scale.

Let's build

Have a project in mind?

Let's discuss how our AI engineering expertise can help solve your most challenging technical problems.