Services / 04 lines

Engineering-led consulting, scoped to your environment.

Four service lines, run with engineering discipline. Engagements are built around the real operating environment, and designed to hold up through operational change.

01

AI/ML Engineering

Applied AI/ML systems, evaluation, deployment, and model-enabled workflows built for production environments, not demos.

ISR & Sensor FusionDocument IntelligenceDecision Support SystemsAnomaly DetectionPredictive Analytics
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LLM systems & evaluation
Retrieval, agents, and eval harnesses with measurable acceptance criteria.
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Computer vision
Detection and inference pipelines for operational imagery and sensor data.
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Deployment & observability
Model serving, monitoring, and drift detection wired into existing stacks.
02

Systems Engineering

Technical architecture, integration design, observability, and delivery planning for high-stakes operational systems.

Mission-Critical InfrastructureRegulated EnvironmentsHigh-Stakes DeploymentLegacy Modernization
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Architecture & integration
System decomposition, interface contracts, and integration boundaries.
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Observability
Telemetry, tracing, and SLOs that make system behavior legible.
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Delivery planning
Sequencing, risk surfacing, and migration paths for change without downtime.
03

Geospatial Intelligence

Geospatial decision support, mission-aware system design, secure integration boundaries, and operational resilience.

Defense & IntelligenceEnvironmental MonitoringLogistics & InfrastructureRemote SensingSituational Awareness
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GIS & spatial data
Spatial pipelines, georeferencing, and analysis over heterogeneous sources.
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Decision support
Mission-aware tooling that turns spatial context into operational decisions.
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Secure integration
Integration boundaries and resilience for sensitive operating environments.
04

Intelligent Automation

Workflow automation, orchestration, and human-in-the-loop process design that reduce overhead without losing control.

High-Volume OperationsData Pipeline ManagementHuman-AI CollaborationProcess Engineering
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Workflow automation
Removing manual toil from repeatable, high-volume operational processes.
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Orchestration
Coordinating services, jobs, and data flows with clear failure modes.
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Human-in-the-loop
Process design that keeps people in control of consequential decisions.
Technology approach

Tech-agnostic. Environment-first.

We evaluate and select the right tools for your environment, constraints, and mission. No preferred vendor relationships, no stack lock-in. The technology serves the problem.

LLMs & Foundation ModelsComputer Vision & Multimodal AICloud & Edge InferenceMLOps & ObservabilityGeospatial & Remote SensingAgentic OrchestrationSpatial Data PipelinesSecure Integration

Not sure which line fits?

Start with a free consultation. We scope the right service line, or a combined engagement, around your environment.

Book a Free Consultation