AI & Intelligent Automation
LLM-powered applications and workflow automation that help people find information, process documents, and move work forward.
Book a discovery callTHE BUSINESS NEED
AI becomes useful when it fits a specific task and can be evaluated against real examples. We focus on information retrieval, document workflows, and repetitive processes where quality, privacy, and human review can be defined.
We choose a narrow workflow, identify permitted data sources, and assemble representative evaluation examples. Before release, we check relevance, incorrect outputs, data access, response time, and cost. Monitoring and fallback paths keep the feature manageable as models or source material change.
CAPABILITY IN DETAIL
Specific engineering work, connected to a business need.
Connect approved internal information to a retrieval workflow so an assistant can answer with supporting source context. Permission checks, refresh schedules, and a clear “not enough information” path are part of the design.
Extract and organize information from business documents, then route uncertain results for review. Validation rules and traceability help teams work with outputs without treating model responses as guaranteed facts.
Combine AI API integrations with bounded actions in existing software. Separate suggestions from execution, require approval for consequential actions, and capture enough context to diagnose failures.
Automate repeatable handoffs, notifications, and data entry around the systems you already use. Use deterministic rules where they work well and introduce a model only where language or ambiguity makes it useful.
WHERE IT CAN HELP
Illustrative engagement types, not claims about previous projects.
BEFORE WE BEGIN
Our positioning is around integrations and applications using available models and APIs. We do not claim proprietary foundation models.
We define evaluation cases, constrain information sources, expose supporting context where possible, and add human review or fallback behavior. The acceptable error rate depends on the use case and is agreed during discovery.
LET’S BUILD WHAT’S NEXT
Bring the idea to a focused 15-minute call. No pitch deck, no obligation — just a clear read on whether we’re the right fit.