AI Consulting & Engineering

Turn AI ambition
into production
reality.

JETZ helps enterprises design, build and operationalize AI, and modernize the cloud data foundations it depends on, across every major public cloud. Senior engineers. Production-grade delivery.

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Industries we serve Healthcare Financial Services Retail Insurance Manufacturing Logistics

01 What We Do

Two disciplines. One outcome: AI your business can rely on.

A Strategy → Production

AI Consulting
& Custom Builds

We identify the use cases that merit investment, then build them, with evaluation, guardrails and monitoring from day one.

  • AI Strategy & ReadinessOpportunity mapping, data and risk assessment, and a roadmap aligned to business value.
  • Generative AI & AgentsCopilots, retrieval-augmented generation over enterprise documents, workflow automation and tool-using agents.
  • Machine LearningForecasting, classification, recommendation and anomaly detection on your data.
  • LLMOps & GovernanceEvaluation, observability, cost control, security and responsible-AI practices.
B Any Public Cloud

Cloud Data
Modernization

AI is only as reliable as the data beneath it. We migrate legacy estates onto governed, scalable cloud platforms that are ready for AI.

  • Migration & ReplatformingLegacy warehouses, Hadoop and on-premises ETL to modern cloud lakehouses.
  • Data Platform EngineeringLakehouse, warehouse and streaming architectures on AWS, Azure and GCP.
  • Pipelines & Data QualityReliable batch and real-time pipelines with testing, lineage and observability.
  • Security, Governance & FinOpsAccess control, compliance posture and predictable cloud spend.

02 Industries

How AI transforms your industry.

The technology is common across sectors; the data, regulation and workflows are not. Select your sector to see where AI delivers value first.

From administrative burden to patient care.

TodayClinicians spend hours on documentation and prior authorizations after each encounter.
With AINotes and authorization requests are drafted for clinician review, returning time to patient care.
  • Clinical DocumentationDraft notes and coding suggestions for clinician review.
  • Prior Authorization & ClaimsInterpret faxes and PDFs and route only the exceptions.
  • Risk & Capacity PredictionForecast readmissions, no-shows and bed demand.
  • Research & Literature SearchGrounded Q&A across protocols, trials and publications.
Data foundation

EHR (HL7/FHIR), claims and device data unified on a governed cloud platform.

Trust & compliance

Designed around HIPAA: PHI de-identification, access controls and audit trails.

Faster decisions, fewer false positives.

TodayRule-based alerts overwhelm analysts with false positives and slow decisions.
With AIModels prioritize genuine risk and explain every score, enabling faster, defensible decisions.
  • Fraud Detection & AMLReduce false positives and surface genuine risk sooner.
  • Credit & UnderwritingExplainable scoring with automated document extraction.
  • Advisor & Operations CopilotsKYC review, research summaries and policy Q&A.
  • Customer Service AutomationAssistants with guardrails and controlled escalation.
Data foundation

Real-time transaction streams with lineage and one governed customer view.

Trust & compliance

Model governance and explainability aligned with SOC 2 and PCI DSS practices.

Anticipate demand. Personalize every interaction.

TodayForecasts lag the market, leaving some stores out of stock and others overstocked.
With AISKU-level demand signals guide inventory, pricing and offers for every customer segment.
  • Demand ForecastingSKU- and store-level forecasts that drive replenishment.
  • Personalization & SearchRecommendations tuned to each shopper and session.
  • Pricing & Promotion OptimizationIdentify which offers genuinely improve margin.
  • Catalog Enrichment & AssistantsGenerative AI enrichment and conversational guidance.
Data foundation

POS, e-commerce, loyalty and supply data joined into a unified customer view.

Trust & compliance

Consent-aware personalization with privacy controls (CCPA/GDPR).

Accelerated claims, informed underwriting.

TodayClaims queue while adjusters re-key data from documents and photographs.
With AIDocuments and images are interpreted at intake and routed to the right adjuster immediately.
  • Claims Intake & TriageInterpret documents and photos and route by severity.
  • Underwriting AssistantsSummarize submissions, flag gaps and support risk scoring.
  • Fraud DetectionPattern and network analysis across claims and providers.
  • Policy & Service CopilotsAccurate answers for agents and policyholders.
Data foundation

Legacy policy and claims warehouses replatformed onto a cloud lakehouse.

Trust & compliance

Auditable, explainable decisions with human review where required.

Reduced downtime, higher yield.

TodayEquipment failures arrive unannounced and defects are found after production.
With AISensor and vision models flag anomalies early, sustaining continuous operations.
  • Predictive MaintenanceDetect failing equipment before it causes downtime.
  • Visual Quality InspectionComputer vision that identifies defects at line speed.
  • Planning & Supply RiskDemand sensing and supplier-risk models.
  • Technician CopilotsInstant answers from manuals, SOPs and maintenance history.
Data foundation

Edge-to-cloud pipelines bringing IoT and OT data onto one platform.

Trust & compliance

Secure OT/IT integration, role-based access and traceable model changes.

Predictive visibility, end to end.

TodayDelays are identified only after customers escalate.
With AILive ETA and exception models provide early warning and recommend corrective action.
  • ETA Prediction & RoutingAccurate arrivals and optimized routes from live data.
  • Inventory ForecastingThe right stock at the right node with lower safety stock.
  • Document AutomationExtract and validate bills of lading, invoices and customs forms.
  • Control-Tower CopilotsSurface exceptions and recommend the next best action.
Data foundation

Real-time event streams across carriers, warehouses and partners.

Trust & compliance

Secure partner data sharing with clear lineage and access boundaries.

Operating in another sector? Energy, public sector, education and SaaS organizations apply the same approach. Discuss your sector

03 Why Both

Most AI initiatives stall in the layers beneath the proof of concept.

A strong model on an ungoverned data estate rarely reaches production. We engineer the full stack, so what we deliver operates reliably at scale.

  1. 01
    Applications & AgentsCopilots, assistants and automations your teams use
  2. 02
    Models & OrchestrationLLMs, retrieval, evaluation, guardrails and MLOps
  3. 03
    Data PlatformLakehouse, pipelines, quality and governance
  4. 04
    Cloud FoundationNetworking, security, cost and reliability

04 How We Work

Start focused. Prove value. Scale with confidence.

  1. 1

    Discover

    We assess your goals, data and constraints, then prioritize opportunities by impact and feasibility.

    Readiness Assessment · Roadmap
  2. 2

    Prove

    A working prototype on production-like data, measured against success criteria agreed up front.

    Prototype · Evaluation
  3. 3

    Build

    Production-grade engineering with security, testing, monitoring, CI/CD and cost controls.

    Production · Governance
  4. 4

    Scale

    We enable your team, document the platform and remain engaged as new use cases come online.

    Handover · Enablement
Senior-Led The people who scope the work are the people who deliver it.
Outcome-Driven Every engagement is tied to a measurable business result.
Vendor-Neutral We recommend the platform that fits your workloads, not one we resell.
Rapid Delivery Short iterations with transparent progress at every stage.

05 Platforms

Cloud-neutral by design. Expert across all three.

Platform selection is your decision. We design, migrate and operate on the cloud that best fits your workloads, or across several.

Data lakes, warehousing, machine learning and generative AI services.

S3RedshiftGlueEMRSageMakerBedrock

Unified analytics, machine learning and enterprise-ready OpenAI services.

FabricSynapseData FactoryAzure MLAzure OpenAIADLS

Serverless analytics, large-scale data processing and Vertex AI model services.

BigQueryDataflowDataprocVertex AIComposerGCS
SnowflakeDatabricksSparkKafkaAirflowdbtTerraformKubernetesPythonSQLLangChainVector Databases

06 Engagement

Flexible engagement models.

Fixed Scope

Project

Scope, timeline and cost agreed up front. Well suited to a defined prototype, migration or build.

Embedded

Dedicated Team

An autonomous pod of engineers, QA and a delivery lead operating as an extension of your team.

Flexible

Advisory & Time-and-Materials

Expert capacity that scales with your roadmap, from architecture reviews to hands-on delivery.

07 Contact

Engineer
what’s next.

Tell us where you are in your AI or cloud journey. We respond within one business day with a clear view of where to begin.

Areas of Interest