If your team escapes the system to actually work — start here.
The system says one thing. Your team knows another. The work happens in WhatsApp and Excel anyway. FreighAI bridges what you have, captures what the team knows, and gives them a screen that matches reality.
Four signs your software is being worked around.
The painful truth: the system is technically running. Practically, the team is running everything else.
Software exists. The team works around it.
The TMS or in-house system has the records. The actual decisions happen in WhatsApp, on paper, in three Excel files. The two sources disagree daily.
Login fatigue is real
Five different logins for five different tools, none of which present one consolidated view of the customer. So the team builds their own — in spreadsheets.
Reporting requires a junior
Anything beyond what the system's stock dashboard shows takes a junior person an afternoon — pulling, joining, formatting. By the time it lands, the question has moved on.
Customer ops survives on tribal knowledge
The team knows. The system doesn't. New hires take six months to learn what's actually going on — and the senior people leave, eventually.
Bridge, don't replace. Capture what the team knows.
Your legacy system isn't going anywhere. The replacement projects all fail anyway. FreighAI doesn't ask you to migrate — it sits on top and makes both sides better.
Bridge with what you have
FreighAI doesn't replace your legacy system — it sits alongside, ingesting and writing back. Records stay where they are. The agent works on top.
One task screen that matches how the team works
Customer Response · Quote Prep · Booking · Documentation. The buckets your team already has — formalised, with the agent preparing each task.
Tribal knowledge becomes institutional memory
The agent watches what the team does — pricing decisions, customer quirks, exception handling — and captures it. The next hire inherits 8 years of knowledge on day one.
Reports without the junior
TAT analytics, win rates, margin variance, customer behaviour — all built into the product. No data team. No 'pull this for me by Friday' email.
We've bridged with all of these.
If your system isn't on this list, it's probably a variant of one of them. The integration approach is the same.
A 2010s PHP system, a custom-built tracker, an Access database that ops swears by — yes, even those.
Pre-cloud TMS platforms that are stable but unchanging. We bridge with read/write APIs or scheduled exports.
SAP or Oracle modules being used for freight ops in ways they were never designed for. The agent layers on top.
When the “legacy” is really a fifteen-year-old Excel workbook with formulas no one understands. Yes, that too.
For legacy-software shops, the pilot is about closing the gap.
System-record-vs-reality is the gap. We close it by making the system aware of what the team is doing, and the team aware of what the system says.
Week 1 — Bridge scoping
We map your legacy system: what it stores, what your team writes back, where the workarounds live. Read/write API access scoped.
Week 2 — First agent live · bridged
Pick the one process where the gap between system-record and reality hurts most. Agent live; legacy system updated automatically.
Weeks 3–6 — Tribal knowledge captured
As the agent observes the team's pricing and exception decisions, it captures the pattern. Customer 360° gets richer; junior onboarding gets faster.
Weeks 7–8 — Second agent · workflow standardised
Workflows that lived in WhatsApp are now in the task screen. The system-of-record stays clean. The team stops fighting their software.
Not quite this segment?
Stop your team from working around the software.
FreighAI brings the system and the team back to the same screen. Bridge the legacy stack. Capture what the team knows. Make both sides better.