Repeatable problems, across every industry
Most of the leverage sits in a few kinds of recurring work: moving data between systems, reading documents, checking work and routing exceptions, and deciding what deserves attention. Each pattern shows up in every industry we work in.
System-to-System Workflow Automation
Stop paying skilled people to move data between systems. Integrations carry the records, agents handle the messy inputs, and people settle the conflicts.
See the use caseDocument Processing & Knowledge Work
Agents read, extract and draft from contracts, forms and files. Rules validate the output, and experts review what matters instead of re-reading everything.
See the use caseValidation & Exception Management
Automated first-pass checks clear the routine records. Agents prepare the exceptions. Senior people review the cases that need judgment, not the whole pile.
See the use caseExecutive / Operations Information Triage
Agents watch the inboxes, channels and dashboards, resolve the routine items, and surface only what needs a decision, with the context attached.
See the use caseHuman + Agent Workflow Redesign
Redesign a whole workflow step by step: what a rule should do, what an agent should do, and what stays with people, then measure the result against a baseline.
See the use caseAI-Assisted Operations
Help operators use AI assistants well in their daily work, with shared prompts, clear data rules and measurement of where it actually saves time.
See the use caseEngineering AI Adoption
Guided, whole-team adoption of AI coding tools for product engineering teams: shared standards, AI-assisted review and an AI-enhanced SDLC.
See the solution
Assess a workflow
Bring us one workflow that is slow, repetitive, error-prone or expensive. We'll help determine whether AI is actually the right lever.