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.
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.
What we do
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[1]
Computer Vision & Document AI
Object detection on architectural drawings, blueprint and PDF parsing, scene and video analysis, anomaly detection.
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[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.
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[3]
AI-Powered Automation
Turn manual, repetitive document steps into automated pipelines that run with minimal oversight.
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[4]
Generative AI
Generate text, images, and structured content at scale – grounded in your data, not generic output.
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[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.
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
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$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.
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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.
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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.
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At least four hours of overlap with both US Eastern and Pacific.
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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.
Reach out directly
[email protected]