Information without action
Teams drown in data and dashboards. They know the problem, but nobody knows what to do next — or who should do it.
Case study · LINX
LINX: from knowing to doing
We developed LINX, organizational execution software for teams where seconds matter. Its AI engine turns readiness, credential and scheduling data into tasks that reach the right person, and lets them act without leaving the platform.
The challenge
The biggest problem isn’t knowledge. It’s execution.
High-stakes organizations already have dashboards, reports and trackers. What they lack is a way to turn that information into coordinated action.
Spreadsheets aren’t an execution layer
Compliance lives in a binder, schedules live in email and tasks live in someone’s head. Nothing gets done on time.
Answers aren’t enough
Asking an AI “what should I do?” still leaves the work to you. LINX tells the team what to do and lets them do it.
How it works
Ask. Answer. Act.
LINX isn’t another dashboard. It’s the execution layer that connects data to the people responsible for acting on it.
Ask
Consolidates people, certifications, training, requirements, schedules and communications into one source of truth — queryable in plain language.
Answer
Surfaces what’s missing, who owns it and when it has to be resolved, with priority-weighted gaps rising to the top automatically.
Act
Delivers the task to the right person at the right level and lets them execute inside the platform: notify, schedule, assign, escalate.
Defense & readiness
Every soldier. Every task. Every time.
Developed in close collaboration with the 932nd Airlift Wing, LINX gives company commanders, S3 shops and senior NCOs a single view of readiness — and the tools to close the gaps it finds.
- Training, certifications and qualifications tracked per service member
- Range and training schedules deconflicted automatically, with self-service sign-up
- Role- and rank-aware tasking across the chain of command
- A complete, timestamped audit trail ready for Inspector General reviews
Public safety
Built for fire, EMS, law enforcement and dispatch
Gear inspections, certification tracking, compliance mandates and shift gaps pile up on crews that are already stretched. LINX takes on the operational overhead so firefighters and first responders can focus on the mission.
- Readiness tracked at individual, unit and agency level — lapses routed for action, not just flagged
- Automated shift backfill based on qualifications, overtime rules and hierarchy
- Gear inspection and certification tracking for fire crews
- Real-time visibility into workforce status and compliance across the agency
Healthcare
Credentialed, scheduled and ready before the first huddle
Nurses, charge nurses and operations leaders always know who’s credentialed, who’s scheduled and what needs to happen next — with no spreadsheets and no phone chains.
- Licenses, certifications and competencies tracked and flagged before they lapse
- Open shifts broadcast to every qualified, available nurse automatically
- Policy acknowledgments confirmed with a single tap on a phone
- Survey-ready, timestamped credential records
What we built
Key capabilities
AI execution engine
Plain-language questions return answers and one-click actions, not just reports.
Smart scheduling
Admin-assigned, auto-scheduled or self-service — filtered by credentials, qualifications and hour limits.
Consolidated data
One authoritative record per person, pulling together credentials, training, schedules and requirements.
Actionable messaging
Recipients acknowledge a policy, sign up for a slot or complete a task right inside the message.
Role-aware tasking & access
Each user sees exactly what their role authorizes, from front-line staff to leadership.
Governed workflows & audit trail
Role-locked workflows that run the same way every time, with every step timestamped.
Industries
One platform for high-stakes teams
Defense & readiness
Training, certifications and operational readiness across every unit and rank.
Public safety
Fire, police, EMS and dispatch coordinated in one execution layer.
Healthcare
Nurses, technicians and admin always know what’s required — and when.
Aviation
Airlines, ground handlers and concessions under one action system.
Manufacturing
Shift changes, safety protocols and compliance coordinated across every floor.
Energy & utilities
Clarity on what to do next, and the ability to act immediately.
Have a mission-critical workflow to build?
We build AI-powered platforms for defense, healthcare, public safety and education. Tell us what your teams need to get done.
