--- title: Zentavor — AI that ships to production description: Applied-AI partner for the enterprise: AI agents, custom LLMs, ML and data platforms delivered to production, with measurable ROI and governance. canonical: https://zentavor.com/ --- # Zentavor — AI that ships to production > Applied-AI partner for the enterprise: AI agents, custom LLMs, ML and data platforms delivered to production, with measurable ROI and governance. AI that ships to production From AI agents to enterprise data platforms. Designed, built and integrated into your real workflows by one senior engineering partner Talk to usView Our Cases → What an experienced partner changes shorter time to production lower operational workload more predictable delivery & governance measurable business outcomes, not demos Market reality ## Everyone wants AI. Few get it into production The gap is rarely the model. It is data, integration, engineering depth and governance. If any of this sounds familiar, you need a partner, not another experiment Fragmented data & legacy IT slow every AI initiative to a crawl. Shortage of engineers experienced in production‑grade AI. Unpredictable timelines and scope creep on AI projects. Hard to integrate AI into real workflows, security & governance. Scaling AI quietly inflates operational cost without clear ROI. Zentavor turns AI from isolated experiments into scalable, business‑critical systems. Why Zentavor ## Why enterprise teams trust us in production Four arguments we bring to every CIO, CTO and Chief AI Officer 0+live systems Production, not PoC Cleared by enterprise review boards, not stuck in pilot. 0%transparent architecture Enterprise‑grade by design No black boxes, no single‑vendor lock‑in. Human‑in‑the‑loop by default. 0%audited ROI Measurable ROI Supplier‑spend recovery, A/B‑tested revenue lift. Every claim has a number. 0+engineers Senior‑only team No junior bench, no offshore handoff. Everyone named in the statement of work is hands‑on. SOC 2‑trackEU AI Act‑alignedOn‑prem readyHuman‑in‑the‑loop Solutions ## AI solutions for real workflows Each engagement is judged by the number it moves. Below is what every solution delivers, measured in production AI Agents & AutomationML & Recommendation SystemsData Platforms & Analytics AI Agents & Automation support · sales · internal ops AI Agents 3×faster first response −70%manual workload See solution → AI Agents AI Anti‑fraud −94% real-timetransaction scoring ↓ riskfewer blocked customers See solution → AI Anti-fraud Custom LLM 94% TextToSQLnatural-language data access on-premyour data stays yours See solution → Custom LLM ML & Recommendation Systems personalization · forecasting · optimization Recommendation systems +25% 4×click‑through rate +18%avg order value See solution → Recommendation systems AI‑prediction & forecasting +13% multi-horizondaily → quarterly revenueimpact, not just accuracy See solution → AI prediction and forecasting Dynamic Pricing +5–15% +5–15%revenue uplift real-timeprice reacts to demand See solution → Dynamic Pricing Data Platforms & Analytics one source of truth · BI · data access Corporate DWH −75% 10×faster queries −40%manual cost See solution → Corporate DWH Smart AI Search source-citedno hallucinated facts on-premdeployment ready See solution → Smart AI Search BI Systems & Dashboards −40% −40%reporting cost 10×faster to insight See solution → BI Systems & Dashboards Customer Analytics −65% 360°single customer view −65%manual segmentation See solution → Customer Analytics Review Analytics 92% 12M+reviews / year +17%accuracy vs baseline See solution → Review Analytics Products ## Two platforms behind the work Productized foundations we deploy on client engagements. Also available as standalone enterprise platforms AI Agent Platform ### Agent Platform The foundation for your corporate AI ecosystem. Build, train and orchestrate AI agents with the governance, observability and security an enterprise actually requires. Agent orchestrationCompose multi‑step agents with tools, memory & guardrails. Governance & observabilityTrace every decision, enforce policy, audit at scale. Security & integrationsSSO, role‑based access and connectors to your stack. Explore Agent Platform → Agent Platform coreOrchestrator Policy guardrailsGovernance & compliance Support agentCustomer support Sales agentLead & deal management Ops agentOperations & monitoring Tools & APIsIntegrations & infrastructure AiDoc · Document Intelligence ### AiDoc From documents to decisions. Turn unstructured documents into structured data and a conversational interface to your knowledge base, with sources cited, deployable on‑premise. Documents → structured dataExtract entities, tables and fields from any format. Conversational, source‑citedEvery answer links back to the exact source passage. On‑premise & privateYour documents never leave your perimeter. Explore AiDoc → Question Documentcontract.pdf Structured Answer ↳ contract §4.2, p.7 Proof ## Results that speak Selected outcomes from production deployments across finance, retail, logistics and enterprise SaaS Fintech / Banking #### Real‑time fraud detection −94%false‑positive rate real‑timetransaction scoring E‑commerce & Retail #### Recommendation engine +25%conversion 4×click‑through +18%avg order value Enterprise SaaS #### L1 support agent 45%resolved w/o escalation 3×faster first response IT Operations #### Incident & ETL monitoring 85%incidents auto‑processed 3×faster retrieval Data Access #### TextToSQL assistant 90%query accuracy −70%analyst load Retail / Supply Chain #### Demand forecasting +13%revenue impact multi‑horizonplanning accuracy Retail · DWH modernization #### Warehouse & reporting overhaul −75%report prep time 10×faster queries −40%manual cost Selected case studies are available under NDA. Contact us for examples in your industry → Cost orientation ## A realistic budget in four clicks Pick a project shape, scope and deployment. Get an indicative range, a team composition and a realistic duration, before the first call Project shape Pricing / dynamic pricingElasticity models, rules engine, real-time repricingL1/L2 support automationTicket triage, agent assist, auto-resolution in ITSMAI search / RAG / TextToSQLKnowledge platform with hybrid retrievalML / recommendations / forecastPersonalization, demand, scoringDWH / Lakehouse / BIETL, marts, dashboards, observabilityCloud FinOps auditCloud cost optimization sprint Scope PoCPilotProductionEnterprise Deployment Cloud (AWS · Azure · GCP)Private cloudOn-premiseHybrid Estimated range from$50K→to$132K Team composition 3 ML engineers + 1 project manager + 0.5 solution architect Realistic duration ~ 12 weeks Expected ROI / savings payback in 6–12 months Send this brief to a delivery lead → Routes straight to a senior delivery lead · reply within 1 business day ← Back to the estimate ### Leave your details — we'll send the estimate for your task Costed against the parameters above, in your inbox within one business day. Name Company Email Phone +1US▾ I agree to the processing of my personal data in accordance with the Privacy Policy. Do not fill this field Send me the estimate → Thanks, there. Your estimate is on its way. A senior delivery lead is putting the numbers together for your configuration and will email it within one business day. How we work ## Two ways to engage OutsourcingOutstaffing End‑to‑end engineering ### We own the outcome, start to finish From discovery and PoC to production, integration and long‑term support. One accountable senior partner: predictable delivery, no surprises. DiscoveryPoCProductionIntegrationLong‑term support Weekly deliveryevery stream ships an increment, end‑to‑end, on cadence ModelsDataInfraIntegrationW1W8 Talent outstaffing ### Senior AI & data talent, in your team Senior ML, LLM, data engineering and BI specialists embedded into your team, closing the experience gap on production‑grade AI fast. ML / LLMData engineersBI analystsArchitects ML Engineer LLM Specialist Data Engineer BI Analyst Solution Architect Delivery lifecycle Diagnostics Audit your stack, scope the problem, define success metrics. Solution design Architecture blueprint, tooling selection, delivery roadmap. Development Iterative builds with weekly demos, zero‑surprise velocity. Testing & integration Load tests, A/B validation, seamless rollout into your systems. Launch & support Go‑live, monitoring dashboards, SLA‑backed ongoing partnership. Industries ## Where we create impact Five years of enterprise delivery, concentrated in the sectors where data and AI move the bottom line Banking & Fintech −94%false-positive rate Real-time fraud scoring · GenAI support (−33% per ticket) Retail & E‑commerce +5–15%revenue growth Recommendation systems, demand forecast & pricing · 1 500+ stores Energy 200%audited ROI Patented procurement AI · Fortune 500 industrial group Customer Service −60%operator workload Omnichannel AI operator across 5 channels · Swaze.ai EdTech 90%+screening accuracy AI speech screening · 12 000+ students · Logopotam Logistics & Operations −10–25%operational cost Incident & ETL agents · 85% incidents auto‑processed Our expertise ## Engineering stack Production-grade tooling across LLM, ML, streaming and data platforms. OpenAI LLM / inference PyTorch deep learning LangChain orchestration Kafka streaming Snowflake warehouse ClickHouse OLAP dbt transform Python core language TensorFlow ML framework Airflow orchestration PostgreSQL OLTP database Trino query engine Hugging Face model hub Kubernetes infra / scaling Let's talk ## Let's build your next AI breakthrough Tell us your challenge. We'll propose the right mix of AI agents, ML and data platforms, and a realistic delivery plan info@zentavor.ai Name Company Email Phone +1US▾ What are you trying to solve? I agree to the processing of my personal data in accordance with the Privacy Policy. Do not fill this field Contact Sales → We typically reply within one business day. Thanks, there We've got your message and will reply within one business day.