Document & knowledge experiences
Explore extracting structured information, finding relevant knowledge, and preparing summaries for review. Define the source material, evaluation criteria, and limits of the task.
AI & workflow automation
AI and automation for the work behind the business.
We design AI-assisted applications and connected workflows for document handling, knowledge retrieval, and operational tasks—with validation and human review built into the process.
How we help you transform
Choose the task. Define the evidence. Keep decisions accountable.
The starting point is a specific piece of work: extracting fields from a document, finding a relevant procedure, or coordinating a review. We define the permitted information sources, quality criteria, system actions, and handoffs before choosing models or tools.
Connected operational workflows
Coordinate system actions and human tasks across a process. Make approvals, exceptions, and handoffs explicit, including where a person needs to review the result.
AI-assisted applications
Bring tool-using agents and typed outputs into a wider application architecture. Design permissions, validation, observability, and human review around the use case.
Data-informed decision support
Explore analytical and machine-learning workflows with reproducible evaluation. Connect the model to its business purpose without confusing a prediction with an authorized decision.
Where this applies
Start with a real
business process.
Illustrative project scopes. Each implementation is shaped around your systems, users, and requirements.
Document intake assistance
Extract proposed fields from submitted documents, check the required information, and present the source alongside the result for review. Route uncertain or incomplete results to a person.
Knowledge support for internal teams
Retrieve relevant information from approved sources and prepare answers with references. Define access boundaries, evaluate retrieval quality, and make unsupported answers an explicit failure case.
Coordinated operational tasks
Connect information retrieval, system actions, and approval steps across a workflow. Separate the actions software may perform from decisions that require human authorization.
Our approach
Connect the model to a controlled application workflow.
Our ecosystem includes Agentic for AI applications, Weave for workflow and integration exploration, and Data Science for analytical workflows. We evaluate each building block for the application, including its release lifecycle. The implementation scope includes permissions, output validation, evaluation, exception handling, and human review.
Explore the technology ecosystemDiscuss your next move
What needs
to change?
Tell us where you want to take your business and what stands in the way. We can help frame the opportunity, shape the roadmap, and define a practical first step.
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