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Product preview available by appointment.","domain":"agents","domainLabel":"Agents & Automation","scale":"application","scaleLabel":"Applications","maturity":"preview","maturityLabel":"PREVIEW","form":"platform","formLabel":"PLATFORM","access":[{"id":"guided-preview","label":"GUIDED PREVIEW"}],"audiences":["Research and operations teams","Enterprise"],"tags":["Cloud browsing","Page evidence","Team collaboration"],"featured":false,"url":"https://reallier.com/contact?type=product&topic=Prism%20Cloud%20Browse","liveSiteUrl":null},{"id":"whatsapp-crm","name":"WhatsApp CRM","nameEn":"WhatsApp CRM","nameZh":"WhatsApp CRM 界面 Demo","tagline":"Explore conversations, customer profiles, suggested replies, and knowledge management in one interface. A mock-data demo with no live WhatsApp, AI, or backend integration.","domain":"agents","domainLabel":"Agents & Automation","scale":"application","scaleLabel":"Applications","maturity":"preview","maturityLabel":"PREVIEW","form":"demo","formLabel":"INTERACTIVE DEMO","access":[{"id":"guided-preview","label":"GUIDED PREVIEW"}],"audiences":["Support and sales teams","Enterprise"],"tags":["Customer CRM","Knowledge base","Mock-data demo"],"featured":false,"url":"https://reallier.com/demos/whatsapp-crm/","liveSiteUrl":null}],"delivery":{"services":[{"id":"compute-infrastructure","number":"01","group":"infrastructure","groupTitle":"Infrastructure & delivery platforms","title":"Full-spectrum hardware & compute infrastructure","titleEn":"Full-spectrum hardware & compute infrastructure","titleZh":"企业级硬件全谱系选型与算力基建","statement":"We work across the full spectrum of mainstream enterprise hardware — rack and tower servers, GPU training and inference nodes, storage arrays and networking — with every selection covering expansion planning (memory channels, drive bays, PCIe and GPU slots) and cost-performance analysis. Dozens of self-operated servers across multiple sites, including RTX 4090 and Pro 6000 training nodes, stand as production validation of this method. We deliver the complete build-out, from capacity estimation, selection lists, procurement and networking through installed acceptance.","assets":"Workload and capacity estimates, procurement specifications, cost comparisons, expansion plans, network topology, configurations and acceptance records.","acceptance":"Verify installed equipment and expansion capacity; test compute, storage, networking and stability against the agreed workload; hand over the asset and configuration inventory.","specifications":["Full-spectrum selection across rack and tower servers, GPU training and inference nodes, storage arrays and networking, for new builds and expansion.","Plan memory channels, drive bays, PCIe and GPU slots alongside procurement, networking, installation and operating costs.","Configuration and deployment records are available for project review."],"deliverableKit":["Workload & compute capacity sizing","Hardware BOM & cost-performance matrix","Memory, bay, PCIe & GPU expansion plan","Rack power & physical network topology","Burn-in stress test & asset inventory"],"proofMetrics":["Dozens of self-operated servers across sites","RTX 4090 & Pro 6000 training nodes in production"],"liveReferences":[{"label":"Inside Reallier · Compute & Data Facility","url":"https://reallier.com/inside"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=compute-infrastructure"},{"id":"private-cloud","number":"02","group":"infrastructure","groupTitle":"Infrastructure & delivery platforms","title":"Multi-site K3s clusters & GitOps private cloud","titleEn":"Multi-site K3s clusters & GitOps private cloud","titleZh":"跨地域 K3s 集群与 GitOps 私有云底座","statement":"We run multi-site clusters through a single control plane: K3s orchestration, Flux GitOps reconciliation, declarative configuration, unified identity (Zitadel or mainstream OIDC options), unified public ingress, full-stack observability across metrics, logs and traces, and cross-site backup with recovery drills. The plane currently covers dozens of servers across four facilities in Foshan, Guangzhou, Shenzhen and Shanghai, running 7×24. Available as build-and-transfer or fully managed, from cluster assembly through operating procedures.","assets":"Clusters and declarative configuration, identity and ingress setup, observability, backup and recovery plans, operating procedures and handover documentation.","acceptance":"Verify node and service health, identity access and routing; demonstrate configuration reconciliation, alerting and backup restoration.","specifications":["Backup, failure-domain and recovery planning for each site and workload. Managed service hours and response targets are agreed separately.","Topology, monitoring and drill records can support the proposed scope."],"deliverableKit":["Multi-site K3s & Flux GitOps manifests","Unified OIDC identity & ingress gateway","Metrics, logs & traces observability stack","Cross-site backup & recovery drill playbooks","Cluster operations SOP & handover manual"],"proofMetrics":["4 interconnected sites (Foshan/GZ/SZ/SH)","Single control plane running 24/7"],"liveReferences":[{"label":"Delivery Campus · Live K3s Cluster","url":"https://reallier.com/inside"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=private-cloud"},{"id":"cicd","number":"03","group":"infrastructure","groupTitle":"Infrastructure & delivery platforms","title":"Automated GitLab / Harbor CI/CD & release platform","titleEn":"Automated GitLab / Harbor CI/CD & release platform","titleZh":"GitLab / Harbor 自动化 CI/CD 与制品发布平台","statement":"Self-hosted GitLab and Harbor registries automate the full path from commit to production: auto-triggered pipelines, hundreds of automated test gates, SHA-pinned images, GitOps manifest write-back, automated releases and minute-scale rollback. Performance aligns with DORA benchmarks — multiple deployments per day, hour-scale change lead time, full version traceability. The platform currently supports routine releases for more than ten production systems. We build dedicated delivery pipelines for clients, from test gates and artifact management through release procedures.","assets":"Pipeline definitions, automated quality gates, registry configuration, image and deployment manifests, rollback procedures, permissions and a release handbook.","acceptance":"Complete a commit-to-deployment cycle and rollback in the client environment, with traceability to the source SHA, image and release record.","specifications":["Project-specific quality gates, with test counts and coverage following business risk.","Project test reports and source-to-runtime release records are available."],"deliverableKit":["Automated GitLab CI pipeline definitions","Automated quality & security test gates","Harbor registry & SHA-pinned image policy","GitOps write-back & minute-scale rollback","Commit-to-runtime traceability handbook"],"proofMetrics":["DORA-aligned · hour lead time & minute rollback","Powers routine releases across 10+ live systems"],"liveReferences":[{"label":"Delivery Campus · Live CI/CD Lineage","url":"https://reallier.com/inside"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=cicd"},{"id":"multimodal-ai","number":"04","group":"ai-production","groupTitle":"AI & content production","title":"Multi-model gateway & multimodal AI application engineering","titleEn":"Multi-model gateway & multimodal AI application engineering","titleZh":"多模型热切换网关与多模态 AI 应用开发","statement":"Provider-neutral by design: GPT, Claude, Gemini, Qwen, DeepSeek and Whisper are all integrated, hot-switchable, with no vendor lock-in. Engineering is built to production standard: asynchronous queues, retries, circuit breakers, persisted results and per-call cost metering. Reference metrics: second-scale first streamed output, uninterrupted provider failover, 99%+ batch success after retries (validated per project), costs accounted to the single call. Live systems for contract analysis, video transcription, image intelligence, and film and advertising generation run on production domains today. We deliver the complete engineering, from model integration through cost accounting.","assets":"Provider adapters, business APIs, asynchronous tasks and state management, result storage, usage ledger, monitoring, alerts and deployment configuration.","acceptance":"Use agreed business samples to verify processing, failure recovery, persistence and per-call cost traceability. Validate latency, throughput and success rate separately.","specifications":["A shared adapter layer supports hot model switching; new providers integrate without changing business APIs.","Demonstrations and project evaluations are available on request."],"deliverableKit":["Provider-neutral hot-switch model gateway","Async queues, retry & circuit-breaker engine","Structured output validation & persistence","Per-call token & multimodal cost ledger","Production business APIs & streaming endpoints"],"proofMetrics":["6+ model families with zero-downtime failover","99%+ batch completion & per-call metering"],"liveReferences":[{"label":"Plot18 · AI Video & Storyboard Studio","url":"https://reallier.com/products/plot18"},{"label":"AdPilot · Multimodal Ad Engine","url":"https://reallier.com/products/adpilot"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=multimodal-ai"},{"id":"model-customization","number":"05","group":"ai-production","groupTitle":"AI & content production","title":"Open LLM (≤32B) & visual LoRA fine-tuning and deployment","titleEn":"Open LLM (≤32B) & visual LoRA fine-tuning and deployment","titleZh":"开源大模型（≤32B）与视觉 LoRA 微调部署","statement":"On self-operated RTX 4090 and Pro 6000 training nodes, we practice the VRAM engineering that fits large-model fine-tuning into consumer GPUs: 4-bit QLoRA, gradient checkpointing and gradient accumulation. The training chain covers instruction-data construction and mixing, SFT, DPO preference alignment, before-and-after benchmarks and catastrophic-forgetting checks; artifacts export through GPTQ / AWQ / GGUF quantization into vLLM or llama.cpp deployment. On the image side we have complete delivered work: brand-visual LoRA (Kohya_ss / ComfyUI, FLUX / SDXL workflows) with precision-annotated datasets, rank tuning and acceptance. We deliver the full fine-tuning engineering, from data preparation and training through evaluation and deployment.","assets":"In-scope datasets, training configuration and scripts, adapters or model weights, quantized artifacts, evaluation reports and inference deployment configuration.","acceptance":"Compare baseline and tuned quality on a fixed business evaluation set, check for capability regression, and verify loading, inference and resource use on target hardware.","specifications":["Fine-tune models up to 32B parameters; configuration follows architecture, context length and training objectives.","Model, dataset and artifact rights are confirmed for each project."],"deliverableKit":["Curated instruction / visual dataset & mix recipe","Reproducible SFT / DPO / QLoRA training scripts","Tuned adapters & quantized weights (GPTQ/AWQ/GGUF)","Pre/post benchmark & regression audit report","vLLM / ComfyUI inference deployment bundle"],"proofMetrics":["Up to 32B fine-tuning with 4-bit VRAM optimization","Dual-stack: LLM alignment + FLUX/SDXL visual LoRA"],"liveReferences":[{"label":"FrameForge · Character & Style LoRA Case","url":"https://reallier.com/cases/frameforge"},{"label":"3D Asset Agent · Architectural Asset AI","url":"https://reallier.com/cases/3d-asset-agent"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=model-customization"},{"id":"media-production","number":"06","group":"ai-production","groupTitle":"AI & content production","title":"ComfyUI multimodal video & content production pipelines","titleEn":"ComfyUI multimodal video & content production pipelines","titleZh":"ComfyUI 多模态视听与内容量产管线建设","statement":"Generation and workflow run as one system: text-to-image, image-to-video, TTS voiceover and music generation are orchestrated as ComfyUI workflows, embedded in a pipeline running from planning, scripts and storyboards to finished assets. Consistency control is the core technical component: character references, custom LoRAs trained on our own nodes, ControlNet composition constraints and prompt assetization keep characters and style controlled across batches. Every output carries versioning, review and provenance, with per-asset costs accounted. Covering image, audio, video and 3D assets, with episodic content and advertising creative running as two live production lines on production domains. We build dedicated production lines for clients, or integrate by stage into existing workflows.","assets":"Production pipelines, ComfyUI and related workflows, character and style references, prompt and media libraries, review and version records, cost ledgers and operating guides.","acceptance":"Run an agreed sample and batch end to end; review character and style consistency, media specifications, approval traceability and per-asset costs.","specifications":["Tools and output criteria are selected per project.","Product demonstrations and workflow examples are available."],"deliverableKit":["Script-to-storyboard-to-render pipeline system","Production-locked ComfyUI & media workflows","Character lock, ControlNet & prompt library","Versioned review, provenance & asset archive","Per-asset compute & API cost accounting ledger"],"proofMetrics":["Image, audio, video & 3D unified production line","Episodic drama & ad creative lines live in production"],"liveReferences":[{"label":"FrameForge · Episodic Production Case","url":"https://reallier.com/cases/frameforge"},{"label":"Plot18 · Storyboard & Timeline Workbench","url":"https://reallier.com/products/plot18"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=media-production"},{"id":"data-governance","number":"07","group":"business-data","groupTitle":"Data & business systems","title":"Iceberg lakehouse foundation & enterprise knowledge governance","titleEn":"Iceberg lakehouse foundation & enterprise knowledge governance","titleZh":"Iceberg 湖仓一体数据底座与企业知识库治理","statement":"The control plane is built from Apache Iceberg, Polaris, Trino and Qdrant — components open-sourced at companies of Netflix and Facebook scale — following the medallion lakehouse architecture: Landing → Bronze → Silver → Gold layered ingestion with quality gates, lineage, versioned data products and source-backed knowledge retrieval. The plane is in production, with a real collection business running end to end; our own knowledge governance covers the complete document assets of 9 departments and 50+ system projects, fully access-controlled. We deliver the complete data foundation, from ingestion, governance and cataloging through data products and the enterprise knowledge base.","assets":"Lakehouse and catalog configuration, ingestion pipelines, layered data models, quality rules, access and lineage records, data products and knowledge-retrieval APIs.","acceptance":"Run agreed real sources from ingestion through querying; validate quality gates, access isolation, provenance and retrieval after updates.","specifications":["Access controls aligned to client identity systems, governing documents and structured data.","Ingestion, cataloging, permissions and retrieval workflows can be demonstrated."],"deliverableKit":["Iceberg + Polaris + Trino lakehouse control plane","Medallion 4-tier ingestion & transformation pipelines","Data quality gates & lineage tracking records","Qdrant vector index & source-cited retrieval API","Identity-bound data & document access policies"],"proofMetrics":["Iceberg / Polaris / Trino / Qdrant live stack","Governs docs across 9 departments & 50+ systems"],"liveReferences":[{"label":"Lumora KB · Full-Media Knowledge Case","url":"https://reallier.com/cases/full-media-kb"},{"label":"Inside Reallier · Modular Data Center","url":"https://reallier.com/inside"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=data-governance"},{"id":"business-software","number":"08","group":"business-data","groupTitle":"Data & business systems","title":"Multi-tenant, audit-ready enterprise business software","titleEn":"Multi-tenant, audit-ready enterprise business software","titleZh":"多租户权限与全链路审计的企业业务系统开发","statement":"Built to the standard enterprise-software quartet: business modeling, data management, multi-tenant permissions (independent accounts, data isolation, RBAC role control) and full operation audit trails. The identity layer connects to unified SSO or the client’s existing system. Multiple live systems — talent management, inventory fulfillment, contract analysis — run to this specification on production domains. We deliver the complete business system from requirements modeling through launch and operations, built for long-term evolution.","assets":"Requirements and business models, frontend and backend applications, databases and migrations, tenancy and permissions, API documentation, deployment plans and user guides.","acceptance":"Validate complete business workflows, data correctness, tenant isolation, role permissions and audit trails, then deploy in the target environment.","specifications":["Define legacy-data migration, API integration, staged cutover and future extension boundaries.","Demonstrations and delivery examples are available by scenario."],"deliverableKit":["Domain models & database migration scripts","Full-stack application source & OpenAPI docs","Multi-tenant isolation & RBAC permission matrix","SSO integration & immutable operation audit logs","Legacy data migration scripts & operations guide"],"proofMetrics":["Enterprise quartet: Modeling · Data · RBAC · Audit","Live systems in talent, inventory & contract ops"],"liveReferences":[{"label":"TalentAI · Talent & Recruitment Platform","url":"https://reallier.com/talentai"},{"label":"Bar Operations · Store & Inventory System","url":"https://reallier.com/products/bar-operations"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=business-software"},{"id":"quality-assessment","number":"09","group":"assurance","groupTitle":"Technical assurance & ongoing delivery","title":"Automated software quality gates & AI model/agent evaluation","titleEn":"Automated software quality gates & AI model/agent evaluation","titleZh":"软件自动化质量门禁与 AI 模型/Agent 评测","statement":"Assessment covers code quality, architectural soundness, automated-test completeness, performance and security baselines, and release-process maturity, producing reviewable reports. Dedicated AI assessment runs models and agents through identical client-derived tasks, scored on four dimensions — quality, speed, cost and failure rate — with original evidence retained throughout. All of our own production systems run under this same standard, with hundreds of automated tests per pipeline as the gating norm. Applicable to outsourced-delivery acceptance, technical due diligence, vendor selection and quality-system build-out.","assets":"Assessment scope and methods, business test sets, reproducible scripts, raw results, findings, risk ratings and improvement reports.","acceptance":"Rerun key tests in the agreed environment and trace report conclusions to test cases, execution conditions and original evidence.","specifications":["Quality gates can be implemented from the assessment; test counts follow business risk.","Pipeline gate and assessment report samples are available."],"deliverableKit":["Client-derived golden evaluation dataset","4D model/agent scorecard (quality/speed/cost/fail)","Code, architecture, perf & security baseline audit","Reproducible benchmark scripts & raw evidence pack","Risk-ranked findings & CI quality-gate blueprint"],"proofMetrics":["Hundreds of automated gate tests per pipeline","Every finding traced to test cases & raw logs"],"liveReferences":[{"label":"AgentBench · Agent & Model Benchmark Platform","url":"https://reallier.com/products/agent-bench"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=quality-assessment"},{"id":"architecture-review","number":"10","group":"assurance","groupTitle":"Technical assurance & ongoing delivery","title":"Architecture review, stack comparison & PoC validation","titleEn":"Architecture review, stack comparison & PoC validation","titleZh":"企业架构评审、开源选型对比与 PoC 验证","statement":"We review the identity, gateway, data, storage and observability layers against business constraints, comparing mainstream open-source and commercial options item by item on integration, licensing, cost and maintenance, and defining trade-offs, migration order and rollback paths; risks that need proof are resolved through scoped PoCs. Zitadel, Iceberg, Trino and K3s in our own stack are products of this method, all running in production. We deliver the complete review, from candidate comparison and assessment reports through a phased evolution roadmap.","assets":"Current-state and constraint inventories, candidate comparisons, fit and cost analysis, architecture review, validation results and a phased roadmap.","acceptance":"Trace each recommendation to client constraints, comparison evidence and trade-offs; resolve agreed validation risks through a scoped proof of concept or test.","specifications":["Plan migration order and rollback from the current system, with adoption criteria, alternatives and future review points.","Candidates are reassessed for each project."],"deliverableKit":["Current-state inventory & constraint matrix","Open-source vs. commercial candidate comparison","Scoped PoC validation code & benchmark results","Architecture Decision Records (ADR) & review report","Phased migration roadmap with rollback paths"],"proofMetrics":["140+ audited open-source & enterprise components","Validated in production with Zitadel, Iceberg & K3s"],"liveReferences":[{"label":"Engineering Map · 5-Domain Selection Atlas","url":"https://reallier.com/services"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=architecture-review"},{"id":"vendor-delivery","number":"11","group":"assurance","groupTitle":"Technical assurance & ongoing delivery","title":"Software & AI vendor selection and delivery oversight","titleEn":"Software & AI vendor selection and delivery oversight","titleZh":"软件与 AI 项目发包及第三方交付管理","statement":"We support clients through the technical side of sourcing software and AI projects: turn business goals into scope and milestones that vendors can price and clients can accept, prepare technical requirements and evaluation criteria, assist with vendor inquiries and comparison, then review deliverables, risks and changes at each milestone and coordinate technical acceptance. The client retains procurement, vendor selection, contracting and payment decisions; we provide technical assessment and delivery oversight.","assets":"Requirements and scope, a technical request for proposal, acceptance criteria, vendor comparison records, milestone and risk logs, stage reviews and a final technical acceptance report.","acceptance":"Trace original requirements through the request, vendor proposals, milestone deliverables and test evidence. Check each stage and final handover against agreed criteria, recording open issues and their owners.","specifications":["Engage us for technical scoping, vendor assessment or delivery oversight as separate stages.","The client and its appointed advisers own procurement procedures, legal contract terms and commercial decisions. Access to and disclosure of project materials follow the agreed authorization."],"deliverableKit":["Priceable, testable technical RFP specification","Vendor proposal scoring matrix & inquiry log","Milestone deliverable, change & risk register","Stage code/model inspection & review memos","Final technical acceptance & open-issue ledger"],"proofMetrics":["Client-side neutrality · you retain all commercial decisions","Modular engagement: scoping, selection or oversight"],"liveReferences":[{"label":"LLM Cost Estimator · Budget Verification Tool","url":"https://reallier.com/tools/llm-token-cost"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=vendor-delivery"},{"id":"lifecycle-maintenance","number":"12","group":"assurance","groupTitle":"Technical assurance & ongoing delivery","title":"Production system lifecycle maintenance, drills & security patching","titleEn":"Production system lifecycle maintenance, drills & security patching","titleZh":"生产系统全生命周期运维、演练与安全升级","statement":"Maintenance covers testing, releases, rollback, backup and recovery, fault diagnosis and security upgrades. The operating record is verifiable: backup recovery proven through real drills, CVE responses and upgrades on record, institutionalized incident reviews on file, and full-stack observability across metrics, logs and traces supporting rapid diagnosis. Service term, response times and recovery objectives (RTO / RPO) are written into the contract item by item.","assets":"Maintenance plans, release and rollback records, backup and recovery reports, monitoring and alert configuration, incident reviews, security-update records and periodic service reports.","acceptance":"Review service records and response times against the contract, validate RTO / RPO through recovery drills, and check upgrades and issue resolution.","specifications":["Agree service hours, incident severity, response time, recovery objectives, backup retention and responsibilities.","The SLA is defined for the maintained system and contract."],"deliverableKit":["Contractual SLA, response tiers & RTO/RPO plan","Alerting rules & full-stack health dashboards","Periodic backup restoration drill reports","CVE security patching & dependency upgrade logs","Incident postmortems & periodic service reports"],"proofMetrics":["RTO / RPO verified via live restoration drills","Auditable CVE patching & incident postmortems"],"liveReferences":[{"label":"Delivery Campus · Live Operations & Health","url":"https://reallier.com/inside"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=lifecycle-maintenance"},{"id":"phased-development","number":"13","group":"assurance","groupTitle":"Technical assurance & ongoing delivery","title":"Three-stage (Prototype → Validation → Production) product development","titleEn":"Three-stage (Prototype → Validation → Production) product development","titleZh":"新业务三段式（原型 → 验证 → 投产）分阶研发","statement":"Three stages, each independently delivered and decided: the prototype stage delivers an operable demonstration (week-scale), the validation stage delivers real-user trials with data feedback, and the production stage delivers a production-grade system. The client can cut losses or double down at every decision point, holding assessable results before expanding investment. This method has incubated 50+ numbered internal projects, more than ten of which have grown into live production systems.","assets":"Prototype: an interactive demonstration. Validation: real-user trials and findings. Production: the operating system, deployment assets and documentation.","acceptance":"Agree goals, timing, budget and acceptance before each stage. Deliver artifacts and evidence at each review so the client can continue, change direction or stop.","specifications":["Prototype timing depends on scope, dependencies and available inputs. The production stage adds permissions, persistence, monitoring, deployment and operating requirements.","Stage examples are shared with their maturity clearly identified."],"deliverableKit":["Stage 1 (Prototype): Week-scale operable demo","Stage 2 (Validation): User trial env & telemetry report","Stage-gate review pack: scale, pivot or stop","Stage 3 (Production): Full auth, persistence & monitoring","Complete source, pipeline & operations handover"],"proofMetrics":["3 independent gates · operable proof before scaling","Incubated 50+ internal projects, 10+ live in production"],"liveReferences":[{"label":"Product Atlas · Explore Live & Validated Systems","url":"https://reallier.com/products"}],"inquiryUrl":"https://reallier.com/contact?type=service&service=phased-development"}],"presets":[{"id":"private-ai-stack","label":"Private LLM & Enterprise Knowledge Stack","description":"Compute sizing + 32B fine-tuning + Lakehouse & RAG","services":["compute-infrastructure","model-customization","data-governance"],"pace":"turnkey","deployment":"private","handover":"source","inquiryUrl":"https://reallier.com/contact?type=service&services=compute-infrastructure%2Cmodel-customization%2Cdata-governance&pace=turnkey&deployment=private&handover=source"},{"id":"ai-business-app","label":"End-to-End AI Business Application","description":"Multimodal AI + Enterprise software + Quality gates","services":["multimodal-ai","business-software","quality-assessment"],"pace":"turnkey","deployment":"private","handover":"source","inquiryUrl":"https://reallier.com/contact?type=service&services=multimodal-ai%2Cbusiness-software%2Cquality-assessment&pace=turnkey&deployment=private&handover=source"},{"id":"mvp-incubation","label":"Phased New-Business Incubation","description":"Week-scale prototype + Multimodal AI + Business system","services":["phased-development","multimodal-ai","business-software"],"pace":"phased","deployment":"hybrid","handover":"source","inquiryUrl":"https://reallier.com/contact?type=service&services=phased-development%2Cmultimodal-ai%2Cbusiness-software&pace=phased&deployment=hybrid&handover=source"},{"id":"media-factory","label":"Studio-Grade Media Production Line","description":"Media pipeline + Visual LoRA tuning + Multimodal AI","services":["media-production","model-customization","multimodal-ai"],"pace":"turnkey","deployment":"private","handover":"source","inquiryUrl":"https://reallier.com/contact?type=service&services=media-production%2Cmodel-customization%2Cmultimodal-ai&pace=turnkey&deployment=private&handover=source"},{"id":"cloud-devops","label":"Multi-Site Private Cloud & CI/CD","description":"Multi-site K3s + DORA CI/CD + Lifecycle maintenance","services":["private-cloud","cicd","lifecycle-maintenance"],"pace":"turnkey","deployment":"private","handover":"source","inquiryUrl":"https://reallier.com/contact?type=service&services=private-cloud%2Ccicd%2Clifecycle-maintenance&pace=turnkey&deployment=private&handover=source"},{"id":"tech-oversight","label":"Architecture Review & Vendor Oversight","description":"Architecture PoC + Quality benchmark + Vendor oversight","services":["architecture-review","quality-assessment","vendor-delivery"],"pace":"advisory","deployment":"private","handover":"source","inquiryUrl":"https://reallier.com/contact?type=service&services=architecture-review%2Cquality-assessment%2Cvendor-delivery&pace=advisory&deployment=private&handover=source"}]},"engineering":[{"id":"openclaw","name":"OpenClaw Assistant Gateway","category":"agent","categoryLabel":"Agent Orchestration","source":"OpenClaw","stars":"2.1k","description":"12+ messaging platform unified AI assistant gateway. 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