Industries
The work looks different in a bank than it does at a builder.
Thirteen industries where GJH has delivered. Each one has constraints that are load-bearing — the part that makes the work different, before any model is pointed at the data.
- 01Read more →
Financial services
Banking, payments, and the parts an examiner reads.
- An assistant that can only see what the person asking is allowed to see
- Reporting you can defend line by line, months after it ran
- 02Read more →
Energy and utilities
Meter data, forecasting, and reporting a public board will read.
- Number you publish once and can defend six months later
- Settlement and forecasting that survive a versioned, corrected feed
- 03Read more →
Manufacturing
Shop-floor data, quoting, and planning that has to survive the shift.
- Quoting pulled from prints, history, and material cost in minutes rather than days
- Production scheduling that anticipates a constraint before it stops a machine
- 04Read more →
Healthcare
Clinical-adjacent systems where accuracy outranks speed, and privacy is base load.
- Documentation load reduced without the risk of a plausible-sounding error
- Billing and prior-auth pipelines that check themselves against the source documents
- 05Read more →
Field services
Dispatch, appointments, and the uncertain wait time.
- Arrival windows that survive the day's traffic, not just the morning's plan
- Dispatch that knows the bottleneck is the person, and routes around it
- 06Read more →
Construction and engineering
Estimates, schedules, and submittals — the jobsite runs on lagged documents.
- Submittal and AP flows that check stale, approved, and current copies with mechanical certainty
- Schedules laid over the actual jobstate, so 'best case' and 'what was committed' are not conflated
- 07Read more →
Automotive
Dealer data, warranty, and the cost of a part arriving late.
- A dealer view of inventory, service load, and customer pipeline even when the DMS blocks the direct sync
- Parts planning that draws the back-order state into the ordering decision
- 08Read more →
Retail
Items, inventory, and the lane where the forecast meets the footfall.
- Store-level forecasting that stays accurate when the promo is on and off
- An inventory and allocation view that pulls shrink and in-store count into a single ledger
- 09Read more →
Ecommerce
Catalog, conversion, the customers in the browser.
- Event-to-order joins that resolve the SKU at the moment of the event, not the moment of export
- Funnel and attribution with the promo's value a measured thing, not a convention
- 10Read more →
Real estate and rental
The listing, the lease, and the property that no two systems describe the same way.
- A portfolio view that reconciles listing, lease, and maintenance into one property truth
- Occupancy, turn, and rent forecasting that reads the whole network, not one asset
- 11Read more →
Education
Enrollment, retention, and the systems that treat a student as several different records.
- One joinable view of a student across registrar, LMS, aid — built under a strict privacy perimeter
- Retention and enrollment forecast that the institution can act on, not just report
- 12Read more →
Travel
Reservations, demand, and a schedule that is never what was predicted.
- One view of a guest across direct, channel, and agency bookings, built within channel contracts
- Demand forecast that separates search intent from booked revenue
- 13Read more →
Transportation
Fleet, freight, and the network that moves — the empty truck is the enemy.
- A load and asset view that shows the emptiness in the network, and the cost of leaving it there
- Rate and pricing that read the actual move — deadhead included — not the booked rate
Industry not listed?
Name the industry and the problem. If it is a real deployment problem, it is probably on our list — we just have not written it up yet.