Six industries,
every scenario measured by production outcomes
Each scenario below states what the system actually produces, not a set of flattering numbers. That is the difference between FDE delivery and slideware AI: results are proven on your data and your process.
Choose your industry
Financial Services
Delivering AI in the most regulated industry: every inference auditable, every decision traceable, with on-prem deployment for strict data-residency requirements.
- M&A due diligenceDD drafts · citation tracing
- Target screening & valuation benchmarkingComparables · Valuation range
- Quant signal researchFactor tests · Backtest trail
- Backtesting & attribution analysisAttribution breakdown · Version diff
Advanced Manufacturing
Bring AI onto the line: deep MES and SCADA integration, from visual inspection to predictive maintenance — measured in yield and uptime.
- Visual defect detectionDefect calls · Work-order handoff
- Predictive maintenanceAnomaly alerts · Maintenance scheduling
- Process knowledge hubProcess search · Traceable sources
- Supplier risk monitoringRisk signals · Tiered alerts
Healthcare
Fully offline on-prem is the default: patient records never leave the hospital, giving clinicians their time back for patients, not paperwork.
- Clinical record summarizationCourse summaries · Source anchoring
- Imaging report draftingDraft reports · Physician sign-off
- Clinical trial matchingCriteria matching · Per-item evidence
- Claims pre-screeningClaim pre-checks · Issue pinpointing
Retail & Consumer
From supply chain to stores to members: forecasting, assortment and service running on one data hub.
- Demand forecasting & replenishmentDemand forecasts · Replenishment advice
- Assortment assistantAssortment shortlists · Stated rationale
- Omnichannel service agentOmnichannel replies · Human handover
- Marketing content engineCopy variants · Compliance checks
Blockchain
Bring on-chain data, contract logic and compliance requirements into one auditable analysis pipeline — a public ledger is not the same as usable intelligence.
- On-chain transaction risk monitoringAddress risk · Fund-flow tracing
- Smart contract audit assistanceVulnerability leads · Code anchoring
- Wallet address profilingEntity clustering · Label provenance
- Automated compliance reportingDraft reports · Evidence appendix
Internet & Social
Run AI at a scale of hundreds of millions of items and users: content governance, community insight and creator experience — without giving up response time or compliance boundaries.
- Content safety moderationMachine triage · Human review
- Real-time community sentimentTopic clustering · Trend tracking
- Recommendation attribution analysisExperiment attribution · Metric breakdown
- Creator copilotCreation assist · Policy warnings
Cross-industry use-case library
Reusable scenario templates distilled from 200+ production systems — your project doesn't start from zero.
From scenario to system in four steps
Scenario diagnosis
FDE field interviews assess value and data feasibility — conclusions within a week.
Prototype validation
A real-data prototype in two weeks, accepted by front-line users — not an executive demo.
Production launch
Pass evals and guardrails, wire into production workflows, stand up monitoring and on-call.
Replicate & scale
Distill into a template and replicate to adjacent business — marginal cost keeps falling.
Don't see your scenario?
That's exactly what we're good at
The most valuable scenarios hide in industry gaps. Bring us your problem — FDE will give you an engineering answer.