AI operating systems
Choose one recurring signal. Lionwork maps the context, connects the systems, and installs the intelligence, automation, human command, and operating record around it.
Five ways to begin
These are commercial starting configurations—not off-the-shelf products. The Underwrite determines the systems, authority, data, and acceptance boundary for the actual operation.
Revenue Recovery
Connect calls, forms, estimates, CRM, scheduling, inboxes, and follow-up so missed or stalled opportunities enter one visible path—from detection to owned action to recorded closure.
Operations Exception
Detect an at-risk job, load, order, service commitment, or resource constraint; assemble its context; prepare viable responses; and keep material decisions under human command.
Finance Operations
Move invoice intake, receivable follow-up, approval, reconciliation, and close-readiness work through a controlled path with source evidence, authority boundaries, and a durable decision record.
Owner Command
Bring the material exceptions, commitments, and approvals behind one owner question into a role-aware surface. Start with a finite Phase One and expand only after the first command loop holds.
Team Readiness
Assign versioned scenarios, run repeatable practice, score the evidence present in each attempt, route coaching, and preserve the learning record without handing employment judgment to a model.
Inside every complete build
A connection moves data. The operating model gives it meaning. The command surface keeps consequential decisions with the right person.
The exact event, request, exception, or change—and the source that emitted it.
A missed call, overdue invoice, late load, or approval requestThe records, history, permissions, and live operating state required to understand it.
Account, job, communication, policy, availability, and source ageRules and AI classify, research, score, draft, or recommend within an agreed boundary.
Priority, viable options, uncertainty, and the next allowed moveThe right person can approve, override, investigate, or stop consequential action.
Named approver, authority level, evidence, and alternativesThe system routes work, writes records, sends communication, retries, and watches state.
Create, update, notify, schedule, escalate, and reconcileEvery decision, action, writeback, attribution, and unresolved exception remains visible.
What happened, who commanded it, what closed, and what remainsThe connection standard
Connections from $5,000 apply to a known, reusable pattern inside a scoped Lionwork system after architecture and data contracts are defined. A standalone readiness or custom connection is estimated separately.
What moves the estimate
Two systems with public APIs can require radically different work. These eight conditions determine whether a connection is standard, enhanced, advanced, or custom.
Review planning rangesOptional use-case explorer
These are illustrative starting points, not packaged products, deployments, or outcome claims. A real system begins with one operating break and the exact tools, rules, permissions, and people around it.
The first decision
Bring one recurring workflow, exception, approval, or queue. The Operating Underwrite maps what the system should sense, decide, automate, command, and remember.
Show us what keeps breaking