Launching Q1 2027. Join the waitlist for early access.
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Deep dive · 08Part 121

Network-aware scheduling

Route aircraft around maintenance windows and crew bases as you build pairings — with a weight-configurable efficiency score that composes with FAR 117.

Launching the first quarter of 2027.

Network & efficiency
Sample Center · maintenance routing · crew bases · efficiency
Efficiency
32 pts
Maint. at risk
1
Out-of-base
2
TailDue check · station fitRouting
N812AAA-check · in 41 h · → KMEM (capable)Routed
N905DLC-check · in 9 d · → KATL (capable)Routed
N4821GA-check · in 12 h · no capable stn in windowAt risk
Crew basesKDEN 24·KSLC 18·2 out-of-base o/n
Efficiency breakdown · weighted pointslower = better
Deadhead legs
14
Out-of-base overnights
9
Aircraft repositioning
6
Maintenance-fit slack
3
Swap N4821G ↔ N905DL — routes the A-check to a capable station within its limit; −5 pts.
Re-base pairing P-2204 to KDEN — removes 1 out-of-base overnight; −3 pts.
Advisory only — surfaces routing risk and ranks deterministic, explainable suggestions; never blocks dispatch

Illustrative — every screen reflects your own data.

What's in Network-aware scheduling

Every capability in this part of the Part 121 workspace.

Maintenance-station routing

Flags when a tail's due check won't reach a capable station before its limit. Advisory — it surfaces the risk, it doesn't block dispatch.

As pairings and aircraft routing are built, the board checks each tail's next-due maintenance check against the stations that are both reachable and rated for that check, and flags any tail whose check won't fit a capable station before its limit. The at-risk chip surfaces on the routing view so the crew desk catches a stranded check while there's still time to swap the routing. It is advisory: it flags the risk on the board, it does not block or prevent a dispatch. It composes with — never replaces — the FAR 117 / 121.467 legality the scheduler already enforces at assignment time. It replaces discovering a misrouted check after the line is already flying.

Crew-base efficiency

Surfaces deadhead and out-of-base overnights so pairings can be built to originate and terminate at a crew member's base.

Pairings are scored against your crew bases, surfacing deadhead legs and out-of-base overnights, so the desk can favor pairings that begin and end at a crew member's domicile and feed that into the bidding award run. It replaces judging which pairings strand crew away from base by reading the lines one at a time.

Weighted efficiency score

A configurable weighted score (abstract points, lower = better) over deadhead, overnights, repositioning, and maintenance-fit slack — set your own weights.

The board rolls the soft factors — deadhead legs, out-of-base overnights, aircraft repositioning, and maintenance-fit slack — into a single weighted score, shown as abstract points where lower is better. The weights are configurable per center, so the operation decides what to optimize; the score is a planning signal, not a dollar figure. It replaces comparing pairing constructions by gut feel.

Explainable swap / re-base suggestions

Deterministic aircraft-swap and re-base proposals that improve the score — every suggestion shows its reasoning. Not AI, not a guaranteed optimum.

When an aircraft swap or a re-base would lower the efficiency score without creating a maintenance-routing risk, the board proposes it and shows the reasoning behind it — what it changes and how many points it saves. The suggestions are deterministic and explainable heuristics: the same inputs always produce the same proposals, and each one traces back to its inputs. They are not AI, not a solver, and not a claim of the single optimal schedule — they are ranked, transparent improvements you choose to apply. It replaces rebuilding pairings by hand just to test whether a change helps.

More of the Part 121 workspace

See the rest of the operation

A look at more of the same workspace — every figure reflects your own data.

Pilot bidding
B737 · DEN base · June package · PBS
Seniority #142 of 318 Award run · idempotent
LinePatternCreditStatus
Line 20415 on / 12 off84:20Awarded
Line 18713 on / 14 off78:05Bid #1
Line 16218 on / 9 off91:40Bid #2
ReserveShort call72:00Fallback
Hard rules filtered · soft rules scored · seniority-ordered, deterministic
Fleet
Per-tail utilization · inspection clock · AD posture
Tails
18
Insp ≤ 14d
3
AOG
1
TailType · 30dNextStatus
N812AAB737-800 · 142 hin 38 hAirworthy
N905DLA320 · 118 hin 12 dInsp soon
N4821GB737-700 · open ADAOG
30 / 90 / 365-day hours · ADs, SBs, and life-limited parts per tail
Predictive maintenance
Deterministic AOG-risk · every point traces to a factor
N4821G · B737-700
Highest AOG risk in fleet
78
High / 100
Contributing factors
AD / SB posture
+30
Inspection clock
+22
Utilization
+14
Airframe age / TT
+12
Deterministic — same inputs, same score · not an AI prediction

See network-aware scheduling on your operation.

It's part of the Part 121 workspace. Request a demo or join the waitlist.