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Services
Ten capabilities, one standard. Whether we're training a vision model or deploying an agent, every system we deliver shows how it reached its output.
Make every model decision inspectable, so teams can trust it, challenge it and sign off on it.
We add an explanation layer to new and existing models. Each prediction or agent action comes with the evidence behind it: which inputs mattered, which rules or documents were used, and how confident the system is. It's presented in a format reviewers outside the data team can read.
Autonomous, multi-step agents that plan, use your tools and hand off to people at the right moment.
We design agents around a specific job, not a demo. Each agent gets a bounded set of tools, explicit permissions, and approval steps where the stakes are high. Every action it takes is recorded in a trace you can replay.
Turn cameras, images and scanned documents into structured, reliable signals.
From production-line inspection to yard and warehouse monitoring, we build vision systems tuned to your environment, including its lighting, camera angles and edge hardware. They show the regions and features behind each detection.
Language models adapted to your domain, measured against your standards, deployed on your terms.
We help you choose between prompting, retrieval and fine-tuning, then prove the choice with evaluations built on your own tasks. Models can run in your VPC or on your own hardware, so sensitive data stays inside your boundary.
Multimodal models that read images, video and documents the way your experts do.
VLMs connect what a system sees with what it can explain. We use them to interpret complex documents, inspect visual evidence and answer questions about scenes. Each answer is grounded to an image region so reviewers can verify it.
End-to-end automation of business operations, connected across the systems you already run.
Automation usually fails at the seams between systems. We map the full process first, then automate it end to end, exceptions included, so operations teams get fewer hand-offs rather than new ones.
Custom n8n workflows and integrations, self-hosted and maintainable by your team.
n8n gives teams a visual, inspectable way to run automation. We design workflows that are readable, versioned and observable, build custom nodes where needed, and deploy n8n on infrastructure you control.
Intelligent automation for document, approval and data pipelines.
Many operational processes are really documents and decisions. We combine extraction, classification and rules with human approval steps, and log why each recommendation was made.
Answers grounded in your private knowledge, with sources cited every time.
Retrieval-augmented generation lets a model answer from your content instead of its memory. We build the full pipeline, covering ingestion, chunking, retrieval, permissions and evaluation, and every answer links back to the passages it used.
Custom neural networks designed, trained and optimized for your data and constraints.
When off-the-shelf models aren't enough, we design and train custom networks. Then we make them fast and small enough for wherever they need to run.
Tell us about the workflow you want to automate. We'll show you what a transparent, auditable version could look like.