Staffing and recruiting
Keep job orders, candidate context, submissions, interviews, and follow-up moving through the ATS.
FORWARD-DEPLOYED AI ENGINEERING
The work doesn't stop where
your software does.
Applied Crew embeds with your team, learns how one critical workflow actually runs,
and builds the AI system around it inside the tools you already use. We stay after launch to keep it working.
Bring us a workflow
Bring us a workflow
LEARN THE WORK · CONNECT THE SYSTEMS · BUILD THE CONTROLS · SHIP TO PRODUCTION · STAY AFTER LAUNCH ·
LEARN THE WORK · CONNECT THE SYSTEMS · BUILD THE CONTROLS · SHIP TO PRODUCTION · STAY AFTER LAUNCH ·
THE GAP
Most work lives between systems.
A request starts in an inbox. The context sits in a record, a document, or a call. A decision belongs to a person. The result has to be written back somewhere else. This is where operations slow down and where generic agents lose the thread.
01
Follow the work
We sit with the people who run it and map the real handoffs, rules, and exceptions.
02
Define the result
We choose one workflow, one owner, and one outcome that can be measured.
03
Build in place
We connect the systems already in use and put human review where it belongs.
04
Operate it
We monitor live runs, fix failures, and improve the system from actual work.
Built across the tools already in place.
The model is one part of the system. Context, permissions, approvals, and recovery decide whether the work holds up.
How we work
How we work
01
Workflow to start
Narrow enough to ship in weeks. Important enough to change how the team works.
Built to compound
Every live deployment leaves behind reusable connectors, tests, controls, and operating patterns.
FROM DEPLOYMENT TO PRODUCT
How it works
THE DEPLOYMENT LAYER
Everything a workflow needs to survive production.
WORKFLOW RUNTIME
Runs the work from trigger to outcome.
Keeps state across systems, routes decisions to people, handles retries, and records every step.
See how it works
See how it works
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
DEPLOYMENT GUIDE
How a workflow reaches production
A clear view of scoping, access, testing, launch, and ongoing operation.
Read the guide
Read the guide
Connections
Inbox, documents, calls, and core systems in one controlled flow.
Human review
Approvals and escalation live inside the workflow.
Observability
Every run has a trace, an owner, and a path to recovery.
Commercial insurance
Move submissions, renewals, service requests, and client follow-up through the agency.
Freight brokerages and 3PLs
Keep tenders, carrier communication, tracking, exceptions, and documents moving through the TMS.
Work between systems
Frequent work, fragmented context, expensive delays, and decisions that still need a person.
BUILT FOR PRODUCTION
The details are the product.
Context follows the work
Authority stays scoped
People approve what matters
Every action has a trace
Failures have a path back
Corrections become tests
Start with a live workflow, a clear owner, and a baseline.
01
Build from the work
Run real cases with operators and measure the result.
02
Prove it live
Turn proven connectors, controls, tests, and patterns into the next starting point.
03
Reuse what holds up
Frequently Asked Questions
What is Applied Crew?
Applied Crew is a forward-deployed AI engineering company. We work with operating teams to build and run production AI systems around specific business workflows.
What makes a good first workflow?
It happens often, crosses more than one system, creates measurable delay or rework, and has a clear owner. It should be important enough to matter and narrow enough to put into controlled production quickly.
Do we replace our current software?
Usually no. Your ATS, AMS, TMS, CRM, accounting platform, and other systems remain in place. Applied Crew connects the work around them and writes the result back where your team expects it.
How long does a first deployment take?
We scope the first controlled version for weeks, not quarters. Timing depends on system access, workflow complexity, data quality, and the review required before the system can act.
