AI/ML Software Development

Custom AI systems built on your real production data - computer vision, LLMs, and multi-agent platforms. From PoC to production in 6-12 months, with full IP transfer.
Internet Archive
Tempest
Xperi
Foba
DTS
Stevens

What we do

  • [1]

    Computer Vision & Document AI

    Object detection on architectural drawings, blueprint and PDF parsing, scene and video analysis, anomaly detection.

  • [2]

    LLM & Multi-Agent Systems

    Autonomous agents that read, reason, and act. RAG with sentence-level citations. Multi-agent orchestration for complex, document-heavy workflows.

  • [3]

    AI-Powered Automation

    Turn manual, repetitive document steps into automated pipelines that run with minimal oversight.

  • [4]

    Generative AI

    Generate text, images, and structured content at scale – grounded in your data, not generic output.

  • [5]

    Legacy Code Modernization

    Analyze, refactor, and upgrade aging codebases – including auto-generated documentation and language-to-language migration.

How we build

From idea to a production system you own

A step by step process led by senior AI engineers and architects.
From understanding your system to a ready to use action plan.

[1]

Free Tech Review

A call and short workshop with our senior team. We map your current process, look at real samples of your data, and tell you straight whether AI can do it.
[2]

Proof of Concept

We train the system on your data to prove accuracy and business value. You get measured results and production plan.
[3]

Production

The full system - UI, integrations, staff training, monitoring. With full IP transfer.

Custom AI systems for document-heavy workflows

Computer vision, LLM agents, and full-stack AI platforms – built for production. From spec book parsing to multi-agent investment research.

AI/ML Software Development

Production Takeoff Tool for Stevens Industries

Read case
[1]
Estimators used to spend 2–6 hours per project reviewing drawings by hand - counting cabinets, cross-referencing notes, transcribing into the quoting system.

The system we built reads the blueprints, detects cabinetry, cross-references MasterFormat specs, and outputs a structured estimate ready for their quoting workflow. Live in production at Stevens since 2025.
AI/ML Software Development

AI-Powered Investment Research and Coverage Management Platform

Read case
[2]
An AI-powered investment analytics platform, Strēm, brings the moving pieces of the investment research process into a more connected workflow.

Frequently Asked Questions

  • The free technical review takes about 5 working days once we have everything we asked for. PoC kickoff is roughly 10 days after you green-light.

  • $50k total budget, or one full-time engineer for three months – whichever is larger. If you’re not sure, start with a free technical review.

  • You do, from day one. Full IP transfer is our default. All code stays in your repositories – we keep only general methodology and domain knowledge.

  • That’s what the PoC is for. We train on a slice of your real data and show measured accuracy against your own standard before you commit to a full build.

  • At least four hours of overlap with both US Eastern and Pacific.

  • Ongoing support – retraining on new data, new object and document types, monitoring, and fixes. The team that built it runs it.

Let's collaborate

Tell us a bit about your project or challenge, and we'll get back to you shortly.

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