Services
Three practice areas, one engineering team
Every engagement sits in one of three practices. The capabilities underneath each are how we deliver it, and they are routinely combined on a single build.
Practice 01
Autonomous GTM & Deal-Desk Engineering
We replace manual prospecting and static brochure sites with signal-driven pipeline systems, interactive ROI and TCO calculators, and tokenized RFQ desks that qualify and price demand automatically.
Explore this practicePractice 02
Production MCP Servers & Agentic Workflows
We expose your product, catalog or pricing engine directly to AI agents (Claude Desktop, Cursor, OpenAI) through custom remote MCP servers, /llms.txt and high-concurrency Rust and Python APIs.
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Production AI Systems
Applied AI taken all the way to production: retrieval over your data, model integration behind a provider-agnostic interface, and the evaluation that proves it works.
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Agentic Workflows
Multi-step automation that reads your systems, makes a decision and takes action, with approvals, audit trails and a stop button.
Practice 03
Distributed Systems & Bare-Metal/GPU Architecture
End-to-end systems engineering, embedded and low-level software, and infrastructure cost optimization across cloud, bare metal and GPU.
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Embedded & Low-Level Systems
Firmware and device software for constrained hardware, from board bring-up through field deployment, with updates that cannot brick a unit.
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Architecture Review & Fractional CTO
Senior judgment when the decision is expensive: cloud versus bare metal, build versus buy, vendor selection and security posture.
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Managed Infrastructure Operations
Ongoing operation of the infrastructure we build: provisioning, identity, backups, monitoring and on-call with a written response time.
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Mobile & Field Clients
Native and cross-platform clients for the systems we build: field-service apps, device companions and operator consoles that work offline and pass store review.
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After-Hours Support
Emergency software support when production breaks overnight: outages, failed deploys, cloud, database, DNS and SSL. A principal engineer from 7 PM to 6 AM Central.
Not sure which practice fits?
The scoping form routes it for you, and a principal engineer reads every submission.
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