# Use cases: the questions the AI answers · Dscvry

> Problems the AI is built to work inside, from late shipments and invoice errors to casework and sensitive data. Each one worked through, with who stays in charge.

Source: https://dscvryai.com/use-cases/

# Start with the problem you already have.

Real problems. Every kind of work. One technology underneath.

See every use case ·

Nine areas of work.

Operations Government Defence Supply chain Quality & safety Finance Legal Customer service Data

## Pick the one that sounds like yours.

Each page is a worked example: what the AI reads, what it gives you and who stays in charge. The examples are illustrative; the problems are real.

### Operations

What’s blocking the restart?

### Plant restart

Decide what’s ready and what’s blocking restart.

See how →
https://dscvryai.com/use-cases/plant-restart/

What fails next?

### Equipment failure

Spot the patterns and warn what may fail next.

See how →
https://dscvryai.com/use-cases/equipment-failure/

What needs maintenance, and when?

### Maintenance planning

Decide what should be maintained, and when.

See how →
https://dscvryai.com/use-cases/maintenance-planning/

What runs out before the next delivery?

### Stock shortages

Anticipate shortages before they become a problem.

See how →
https://dscvryai.com/use-cases/stock-shortages/

Which animals passed, and are they hurt?

### Wildlife monitoring

Identify species, spot injuries and flag poachers from camera traps.

See how →
https://dscvryai.com/use-cases/wildlife-monitoring/

### Government

Which cases can be decided today?

### Casework backlog

Clear the routine cases fast, and send the hard ones to a caseworker.

See how →
https://dscvryai.com/use-cases/casework-backlog/

What must be redacted before release?

### Records release

Find personal and sensitive details across a release, with every redaction shown for review.

See how →
https://dscvryai.com/use-cases/records-release/

What are the responses actually saying?

### Consultation responses

Read every response, group the arguments, and quote the evidence for each.

See how →
https://dscvryai.com/use-cases/consultation-responses/

Does this bid meet every requirement?

### Bid evaluation

Score each bid against the tender, with every finding linked to the page it came from.

See how →
https://dscvryai.com/use-cases/bid-evaluation/

Which grant claims don’t add up?

### Grant claims

Check claims against the rules and the evidence, and flag the ones that need a closer look.

See how →
https://dscvryai.com/use-cases/grant-claims/

### Defence

What changed in the reporting overnight?

### Overnight reporting

Read reports and feeds in many languages, and brief what changed, with sources.

See how →
https://dscvryai.com/use-cases/overnight-reporting/

Which vehicles are ready to deploy?

### Equipment readiness

See what is fit, what is due, and what is holding the rest back.

See how →
https://dscvryai.com/use-cases/equipment-readiness/

What changed at this site since last week?

### Site change

Compare images over time and flag what is new, moved or missing.

See how →
https://dscvryai.com/use-cases/site-change/

Is anyone where they shouldn’t be?

### Perimeter breaches

Catch people and vehicles crossing the line, day or night.

See how →
https://dscvryai.com/use-cases/perimeter-breaches/

Where is the fix for this fault?

### Technical manuals

Answers from your manuals and maintenance records, offline, with the page they came from.

See how →
https://dscvryai.com/use-cases/technical-manuals/

### Supply chain

Will this shipment arrive on time?

### Late shipments

Spot delays early and tell the customer first.

See how →
https://dscvryai.com/use-cases/late-shipments/

Does the delivery match the order?

### Proof of delivery

Match delivery notes, photos and invoices.

See how →
https://dscvryai.com/use-cases/proof-of-delivery/

Are we overpaying on freight?

### Freight audit

Check carrier bills against agreed rates.

See how →
https://dscvryai.com/use-cases/freight-audit/

How much will we need next month?

### Demand planning

Plan stock and capacity ahead of demand.

See how →
https://dscvryai.com/use-cases/demand-planning/

### Quality & safety

Is this part defective?

### Defect inspection

Catch defects on the line, not at the customer.

See how →
https://dscvryai.com/use-cases/defect-inspection/

Is the supplier’s evidence complete?

### Supplier quality

Find missing or inconsistent evidence.

See how →
https://dscvryai.com/use-cases/supplier-quality/

What here isn’t safe?

### Safety checks

Flag what’s unsafe or incomplete.

See how →
https://dscvryai.com/use-cases/safety-checks/

What does this new rule change for us?

### Regulatory changes

Map new rules to what the business must change.

See how →
https://dscvryai.com/use-cases/regulatory-changes/

### Finance

Which invoices are we overpaying?

### Invoice errors

Catch overbilling, duplicates and mistakes before payment.

See how →
https://dscvryai.com/use-cases/invoice-errors/

Does this PO match what we’re paying?

### Purchase orders

Find mismatches before payment.

See how →
https://dscvryai.com/use-cases/purchase-orders/

What should we have charged?

### Revenue leakage

Find money that should have been charged.

See how →
https://dscvryai.com/use-cases/revenue-leakage/

Is this customer who they say they are?

### Onboarding checks

Verify identity documents and flag the gaps.

See how →
https://dscvryai.com/use-cases/onboarding-checks/

### Legal

What does this contract commit us to?

### Contract obligations

Every obligation, owner and deadline in one list.

See how →
https://dscvryai.com/use-cases/contract-obligations/

Did they deliver what the contract says?

### Contract compliance

See whether obligations were actually met.

See how →
https://dscvryai.com/use-cases/contract-compliance/

What personal data is in these files?

### Sensitive data

Find it and remove it before anything is shared.

See how →
https://dscvryai.com/use-cases/sensitive-data/

Where is the evidence for the audit?

### Audit evidence

Pull the proof together from every system.

See how →
https://dscvryai.com/use-cases/audit-evidence/

### Customer service

Why are customers calling?

### Call reasons

Find what drives calls, straight from the recordings.

See how →
https://dscvryai.com/use-cases/call-reasons/

What actually happened with this complaint?

### Customer complaints

Reconstruct what happened, and how it was handled.

See how →
https://dscvryai.com/use-cases/customer-complaints/

Which claims can we pay today?

### Claims triage

Settle the simple ones fast. Send the rest to a person.

See how →
https://dscvryai.com/use-cases/claims-triage/

Who is about to leave?

### Customer churn

See which accounts are drifting, and why.

See how →
https://dscvryai.com/use-cases/customer-churn/

### Data

How did the North region do last quarter?

### Ask your data

Plain-language answers from your own databases, within each person’s access.

See how →
https://dscvryai.com/use-cases/ask-your-data/

Can we trust these numbers?

### Data quality

Find duplicates, gaps and records that disagree across systems.

See how →
https://dscvryai.com/use-cases/data-quality/

Why does month-end reporting take a week?

### Reporting

Pull the figures together automatically, every number traced to its source.

See how →
https://dscvryai.com/use-cases/reporting/

Is our data ready for AI?

### Data readiness

Collect, clean and label it so models can learn from it.

See how →
https://dscvryai.com/use-cases/data-readiness/

What are our emissions, by site?

### Sustainability reporting

From raw figures to board-ready reports, every number auditable.

See how →
https://dscvryai.com/use-cases/sustainability-reporting/

## Different problems. The same technology.

Every use case is built from the same capabilities, combined around the work. That is why the next problem starts further ahead than the last.

1. [Sense](https://dscvryai.com/technology/sense/)

Sees, watches, listens, reads and measures.

2. [Understand](https://dscvryai.com/technology/understand/)

Extracts, classifies, structures, summarizes, translates, searches and answers.

3. [Check](https://dscvryai.com/technology/check/)

Compares, reconciles, matches, validates, detects and redacts.

4. [Anticipate](https://dscvryai.com/technology/anticipate/)

Predicts, forecasts, simulates, plans and recommends.

5. [Operate](https://dscvryai.com/technology/operate/)

Decides, routes, drafts, converses, acts, connects and observes, with people in charge.

## Bring us the problem that isn’t on this list.

Start with the operational problem. We’ll show you how much of it the AI can already do.

[Talk to us →](https://dscvryai.com/contact/)

**London**Discovery AI Limited · United Kingdom

**Hyderabad**ReDscvry Technology Private Limited · India

**Chennai**ReDscvry Technology Private Limited · India