[{"data":1,"prerenderedAt":542},["ShallowReactive",2],{"home":3,"service-architecture-audit":323},{"id":4,"title":5,"articleCta":6,"capabilities":11,"capabilitiesSectionText":52,"capabilitiesSectionTitle":53,"closing":54,"contact":59,"engagements":71,"engagementsSectionText":106,"engagementsSectionTitle":107,"extension":108,"faq":109,"footer":147,"founder":152,"getStartedSectionTitle":167,"getStartedSteps":168,"heroCtaButton":181,"heroKicker":182,"heroPoints":183,"introSectionText":187,"introSectionTitle":188,"meta":189,"microcopy":190,"navbar":206,"processSectionText":229,"processSectionTitle":230,"processSteps":231,"qualifier":248,"services":267,"servicesSectionText":290,"servicesSectionTitle":291,"stem":292,"trustBar":293,"whyUs":300,"whyUsSectionTitle":321,"__hash__":322},"home\u002Fhome.yaml","AI Automation, Agents & Software Architecture Consultancy",{"kicker":7,"title":8,"primary":9,"secondary":10},"Working on something like this?","A 30-minute call tells us both whether we can help.","Book a discovery call","More field notes",[12,16,20,24,28,32,36,40,44,48],{"title":13,"icon":14,"description":15},"Custom Software, Built Around Your Workflow","code","One-size-fits-all fits nobody in particular. We design and ship software that matches the way your team operates, not the way a generic product wants you to.",{"title":17,"icon":18,"description":19},"AI Automation & Agentic Workflows","workflow","n8n orchestrations, LangGraph agents, and RAG pipelines that quietly handle the repetitive work in the background. Fewer tickets, fewer copy-paste jobs, more throughput.",{"title":21,"icon":22,"description":23},"MCP Integrations for AI-Ready Tools","plug","We build Model Context Protocol servers that expose your internal systems to Claude, ChatGPT, and Copilot, so your team can use AI safely against the data that matters.",{"title":25,"icon":26,"description":27},"ERP, CRM & Data Integrations","database","We wire up the systems that should have been talking years ago. Clean data flows between ERP, CRM, and operational tools, plus dashboards that turn it into decisions.",{"title":29,"icon":30,"description":31},"Full-Stack Engineering","layers","Frontend, backend, databases, APIs: we cover the whole build in Vue, React, Node, Python, PostgreSQL, Redis and MongoDB. One team owning the stack top-to-bottom means fewer seams for bugs to hide in.",{"title":33,"icon":34,"description":35},"Cloud, Platform Engineering & DevOps","cloud","AWS, Azure, GCP. Kubernetes, Terraform, CI\u002FCD pipelines, infrastructure as code. We build the platform your app runs on so deploys are boring, environments are reproducible, and on-call isn't a horror story.",{"title":37,"icon":38,"description":39},"Security, SecOps & Compliance","shield","Security built in from day one, not bolted on before the audit. Threat modelling, least-privilege access, secret management, dependency hygiene, and the paper trail to prove it. Comfortable working under HIPAA, SOC 2, and enterprise security review.",{"title":41,"icon":42,"description":43},"Architecture & System Design","network","Monolith, microservices, event-driven or serverless: we pick the shape that matches your scale, your team, and your budget, not the one that looks impressive in a talk. Clear boundaries, clean contracts, documentation a human can read.",{"title":45,"icon":46,"description":47},"Industry Experience That Transfers","building","Healthcare (HIPAA, HL7, FHIR), insurance, fintech, logistics, SaaS. Different industries share the same underlying problems, and the patterns that solve them carry over.",{"title":49,"icon":50,"description":51},"The Idea You Haven't Built Yet","lightbulb","Got a weird integration, a backlog of 'we should automate this', or a product idea that no vendor covers? Tell us about it. The interesting work tends to start with a messy whiteboard.","When the SaaS subscriptions stop adding up and the spreadsheets start creaking, it's time for something built around how your business works. Here's where we come in.","When Off-the-Shelf Software Stops Fitting",{"kicker":55,"title":56,"accent":57,"tagline":58},"Next step","Bring the problem.","We'll bring the architecture.","Software architecture and AI automation consultancy, led by a senior architect.",{"title":60,"description":61,"form":62},"Let's Talk About the Work You'd Rather Not Do Manually.","Tell us what's slow, brittle, or eating your team's week. We'll tell you whether automation, an AI agent, or a proper architecture rethink is the right call, and what it would take.",{"title":63,"description":64,"namePlaceholder":65,"emailPlaceholder":66,"messagePlaceholder":67,"submitButton":68,"errorMessage":69,"thankYouMessage":70},"Get in Touch","Tell us about your project or pain points.","Your Name","Your Email","How can we help?","Let's Talk","Oops! Something went wrong. Please try again later, or email us at","Thank you! We'll be in touch shortly.",[72,78,83,91,96,101],{"title":73,"featured":74,"bestFor":75,"description":76,"price":77},"Discovery Sprint",true,"Best for: teams with a fuzzy problem and a real deadline.","A focused one-to-two week engagement to turn a vague brief into a concrete plan. You walk away with an architecture recommendation, a costed roadmap, and a clear go\u002Fno-go.","Fixed fee · scoped up front",{"title":79,"bestFor":80,"description":81,"price":82},"Architecture Review","Best for: existing systems, vendor proposals, or pre-build sanity checks.","We review your codebase, infrastructure, or an incoming quote and give you a plain-English report: what's solid, what's risky, what to fix first, and what it'll cost.","Fixed fee · 1–2 weeks",{"title":84,"bestFor":85,"description":86,"price":87,"link":88},"System & Architecture Audit","Best for: due diligence, pre-acquisition, or deep technical forensics across a product suite.","An independent review of architecture, codebase, CI\u002FCD, security posture and cloud readiness. Delivered as a written report for executive stakeholders: technical risks, modernization gaps and prioritized recommendations, backed by evidence.","Fixed fee · 1–4 weeks",{"label":89,"url":90},"Audit process and deliverables","\u002Fservices\u002Fsoftware-architecture-audit",{"title":92,"bestFor":93,"description":94,"price":95},"Fractional Architect Retainer","Best for: founders and SMEs without a full-time technical lead.","Ongoing senior technical leadership on a monthly retainer. You get a CTO-level adviser on call for hiring, architecture, vendor calls, and the decisions that are expensive to get wrong.","Monthly retainer · flexible scope",{"title":97,"bestFor":98,"description":99,"price":100},"Fixed-Scope Build","Best for: automations, integrations, and well-defined features.","You know what you need. We scope it, quote it, and ship it in four to twelve weeks, with working software demoed every fortnight.","Fixed quote after discovery",{"title":102,"bestFor":103,"description":104,"price":105},"Ongoing Delivery Partner","Best for: longer builds and teams that want a steady senior partner.","A small, senior pod working alongside your team on a rolling basis. Great for modernization, platform work, and anything that needs architectural consistency over months, not weeks.","Monthly · capped effort","Pick the engagement shape that fits the problem. We'll tell you which one you probably need.","Ways to Work With Us","yaml",{"title":110,"subtitle":111,"cta":112,"questions":113},"Frequently Asked Questions","The questions we hear most often on discovery calls.","Still have questions? Email us at",[114,117,120,123,126,129,132,135,138,141,144],{"question":115,"answer":116},"What does Innovi Pro do?","We're a small software consultancy. Two things we do well: help you make the big technical decisions (architecture, stack, vendors, scaling), and build the software and automations that come out of those decisions. Think senior engineering partner rather than body-shop agency.",{"question":118,"answer":119},"Who do you work with?","Founders and SMEs who've outgrown spreadsheets and SaaS duct tape, scale-ups that need a senior hand on the architecture, and established companies that want to modernize operations without a year-long transformation project. Industry-wise we've shipped work in healthcare, insurance, fintech, logistics, and SaaS.",{"question":121,"answer":122},"How is this different from hiring an agency or a dev shop?","You talk to the people doing the work. No layered account managers, no pitch-deck team handing you off to juniors. Engagements are led by a senior software architect, delivered by a small trusted network, and sized to the outcome — not to fill a bench.",{"question":124,"answer":125},"Do you only do AI work?","No. AI and automation are a big part of what we do because that's where most of the quick wins are right now, but the core of the business is solid software architecture and custom development. Sometimes the best answer is a better database schema, not an AI agent.",{"question":127,"answer":128},"How do engagements typically start?","With a short discovery call: no deck, no hard sell. We want to understand what is slow, brittle, or blocked. From there you get one of three things: a fixed-scope project proposal, a retainer for ongoing architectural guidance, or an honest 'you don't need us for this' and a pointer in the right direction.",{"question":130,"answer":131},"How much does a project cost?","It depends on scope and on how involved you want us to be. Discovery sprints, reviews and audits are fixed-fee and scoped up front. Builds get a fixed quote once discovery has defined them. Advisory and delivery partnerships run on a monthly retainer. Every proposal lists the deliverables, what is out of scope and how each deliverable will be accepted. We'd rather quote accurately than quote fast.",{"question":133,"answer":134},"How quickly can you start?","Discovery calls usually happen within the week. For smaller automation or advisory work we can often start within two weeks. Larger builds are planned around your timeline and ours. We deliberately keep the active client list small so the people you meet are the ones actually doing the work.",{"question":136,"answer":137},"Will you work with our existing team and tools?","Almost always, yes. Most of our work augments an in-house team rather than replacing it. We adapt to your stack, your processes, and your codebase; we're not here to rewrite everything in our favorite framework.",{"question":139,"answer":140},"What about security, compliance, and data protection?","Taken seriously by default. We've worked under HIPAA in healthcare and inside the security expectations of large regulated enterprises. NDAs are standard, data stays where it should, and we're comfortable operating in environments where audit trails and access control aren't optional.",{"question":142,"answer":143},"Do you have a preferred automation platform?","We use n8n heavily because it provides the right balance of power and transparency for most business automation. That said, we're not religious about tools. If a project is better served by a custom workflow engine, a LangGraph agent, or even plain code, that's what we'll recommend.",{"question":145,"answer":146},"We're not sure what we need yet. Is it too early to talk?","That's the best time to talk. A 30-minute call before you commit to a direction tends to save months of rebuilding later. Bring the problem, not a spec, and we'll help you figure out the shape of the solution.",{"title":148,"address":149,"email":150,"copyright":151},"Innovi Pro","Cluj-Napoca, Romania","contact@innovi.pro","© 2025 Innovi Pro. All rights reserved.",{"kicker":153,"name":154,"role":155,"photoAlt":156,"bio":157,"tags":160},"The architect behind Innovi Pro","Mihai Farcas","Lead Software Architect","Mihai Farcas, Lead Software Architect at Innovi Pro",[158,159],"I help teams across industries design and deliver custom software that is secure, scalable, and built around real operational needs. My work combines **architecture consulting** with hands-on delivery through a trusted network of engineers, so you can ship without hiring a full team first.","I write about the engineering behind this work on [mihai.ltd](https:\u002F\u002Fmihai.ltd\u002Fblog) and on the [Innovi Pro blog](\u002Fblog).",[161,162,163,164,165,166],"Software architecture","Agentic AI","n8n","MCP","Kubernetes","Healthcare IT","Get Started In 4 Easy Steps",[169,172,175,178],{"title":170,"description":171},"Reach Out","Email us or fill out the contact form describing your project requirements.",{"title":173,"description":174},"Discovery Call","We'll schedule a discovery call to discuss your vision and goals.",{"title":176,"description":177},"Get a Quote","Get a tailored proposal outlining the recommended solutions, timeline, and cost.",{"title":179,"description":180},"We Start Building","Once you're ready, we kick off the development process and keep you updated every step of the way.","See How We Can Help","Software architecture · AI automation · Cluj-Napoca",[184,185,186],"Led by a senior software architect","Production n8n & agentic AI systems","HIPAA, HL7 and FHIR experience","We build the AI agents, n8n workflows, and MCP integrations that take the repetitive, unglamorous work off your team, so people spend their time on the parts of the job that need a human.","AI Automation Built Around [Your Business.]",{},{"primaryCta":9,"stackTitle":191,"scorecardLink":192,"partnerBadge":193,"qualifierCta":196,"ideaCta":197,"featuredEngagement":198,"engagementsHelp":199,"engagementsHelpLink":200,"whyUsCard":201,"formNote":205},"The stack we ship on","The method",{"kicker":194,"label":195},"Production stack","n8n automation","Sounds like us? Let's talk","Tell us about it","Typical first step","Not sure which one fits?","Book a call and we'll tell you.",{"kicker":202,"title":203,"cta":204},"Start here","A 30-minute call. No deck, no hard sell.","Book it","NDAs are standard. Your message goes straight to the architect.",{"items":207},[208,211,214,217,220,223,226],{"title":209,"url":210},"Services","\u002F#services",{"title":212,"url":213},"Capabilities","\u002F#capabilities",{"title":215,"url":216},"Process","\u002F#process",{"title":218,"url":219},"Engagements","\u002F#engagements",{"title":221,"url":222},"Why Us","\u002F#why-us",{"title":224,"url":225},"Blog","\u002Fblog",{"title":227,"url":228},"Book a Call","\u002F#contact","No mystery, no 40-page Statements of Work. Here is what working with us looks like.","How We Work",[232,236,240,244],{"title":233,"meta":234,"description":235},"1. Discovery Call","30 min · free","A 30-minute conversation. You describe what's slow, broken, or blocking. We ask the awkward questions. No deck, no pitch, no obligation. If we're not the right fit, we'll say so and point you at someone who is, when we know one.",{"title":237,"meta":238,"description":239},"2. Architecture & Scoping","1–2 weeks · fixed fee","A short, paid deep-dive of one to two weeks. You get a written architecture recommendation, a risk list, and a costed roadmap. This alone is often the most valuable thing clients buy from us.",{"title":241,"meta":242,"description":243},"3. Build, Automate, Integrate","2-week cycles","Delivered in short, visible iterations: two-week cycles with working software at the end of each. We work in the open: shared backlog, shared repo, direct access to the engineers.",{"title":245,"meta":246,"description":247},"4. Handover & Keep-The-Lights-On","Optional retainer","You get clean code, documentation a human can read, and a team that's trained to own it. We stick around on a light retainer if you want ongoing architectural guidance, or step fully out. Your call.",{"title":249,"subtitle":250,"items":251},"Is this you?","Most of our best engagements start with one of these.",[252,255,258,261,264],{"title":253,"description":254},"Your SaaS stack has quietly become a spreadsheet with extra steps.","Ten tools, three of them half-used, and the real process still lives in someone's inbox. You need software that fits the way your team works.",{"title":256,"description":257},"You inherited a codebase and you're not sure if it's salvageable.","Maybe a previous agency, maybe a co-founder who left. You need a clear-eyed second opinion before you put another cent into it.",{"title":259,"description":260},"Your team spends half its week on work a computer should be doing.","Invoicing, triage, copy-pasting between systems, answering the same five questions. You're ready to automate but want it done properly, not with a fragile chain of scripts.",{"title":262,"description":263},"You're about to commit to a 6-figure build and want a second pair of eyes.","An independent architecture review before you sign. Vendor quotes decoded into plain English. A roadmap you can follow.",{"title":265,"description":266},"You know AI should be helping, but you don't know where to start.","Not another chatbot demo: automations and agents plugged into the systems you already run, with straight advice about what is worth doing and what is hype.",[268,280],{"title":269,"description":270,"icon":271,"deliverables":272,"link":278},"Software Architecture & Technical Consultancy","A senior architect in your corner, without the full-time headcount. Independent system and architecture audits, technical due diligence, vendor code reviews, cloud and container readiness assessments, and costed modernization roadmaps. We produce written, data-driven reports executives can act on and engineers actually respect. Especially useful before acquisitions, major rebuilds, or any six-figure technical decision.","architect",[273,274,275,276,277],"Architecture and system audits","Technical due diligence","Vendor code reviews","Cloud and container readiness","Costed modernization roadmaps",{"label":279,"url":90},"How the architecture audit works",{"title":281,"description":282,"icon":283,"deliverables":284},"AI Automation, Agents & n8n Workflows","Production-grade automation, not demo-ware. We design n8n workflows, build custom agentic AI with LangGraph, and ship MCP servers that plug your internal tools straight into Claude, ChatGPT, and Copilot. Autonomous agents for support, invoicing, and back-office ops. Clean integrations between ERP, CRM, and AI that keep working on a Monday morning.","automation",[285,286,287,288,289],"n8n workflows","LangGraph agents","MCP servers for Claude, ChatGPT and Copilot","Support, invoicing and back-office agents","ERP and CRM integrations","Two ways to work with us: strategic consultancy when the decisions are expensive, and hands-on delivery when it's time to build. Often both.","What We Do","home",{"title":294,"items":295},"Senior experience you can reach directly.",[296,297,298,299],"10+ years shipping enterprise software","Experience across healthcare, insurance, fintech & SaaS","Published on DEV, YouTube & industry blogs","HIPAA · HL7 · FHIR experience",[301,305,309,313,317],{"title":302,"icon":303,"description":304},"A Team Led by an Architect","compass","Every engagement is led end-to-end by a senior software architect: the same person on the discovery call, in the design doc, and on the pull requests. No handoff to a junior delivery team, no layer of account managers translating between you and the build.",{"title":306,"icon":307,"description":308},"Deep n8n Expertise, Serious About AI","badge","Extensive production experience in n8n, LangGraph, MCP, and the wider agentic AI stack. We pick the right tool for the job instead of forcing every problem into the same framework.",{"title":310,"icon":311,"description":312},"Enterprise Experience, Startup Pace","gauge","Patterns learned on large-scale enterprise systems, applied at the speed a smaller team needs. Secure, scalable, and not over-engineered.",{"title":314,"icon":315,"description":316},"Small Team, Direct Access","users","You talk to the people doing the work. Decisions happen in hours, not change-request cycles. Lean on purpose, so your budget goes into outcomes instead of overhead.",{"title":318,"icon":319,"description":320},"AI-Accelerated Delivery","sparkles","We use AI to move faster where it helps (code scaffolding, research, testing) and keep humans in charge of the parts that matter. You get more software, sooner, without the usual quality trade-off.","Why Teams Work With Us","WyXWpAxV7rvHbKomC6MAXooeBh5611ihccEiQd_9fpg",{"id":324,"title":325,"coreConceptSection":326,"ctaSection":349,"deliverablesSection":353,"extension":108,"faqSection":376,"form":395,"hero":408,"meta":418,"metaDescription":419,"metaTitle":420,"ogImage":421,"ogImageAlt":422,"processSection":423,"reportAreasSection":443,"scorecardSection":466,"stem":497,"tiersSection":498,"triggersSection":521,"__hash__":541},"serviceArchitectureAudit\u002Fsoftware-architecture-audit.yaml","Software Architecture Audit",{"kicker":327,"title":328,"subtitle":329,"pillars":330},"The Core Deliverable","A report that answers two questions","Audits should produce clear decisions, not endless spreadsheets.",[331,340],{"title":332,"subtitle":333,"description":334,"points":335},"1. Where you are at","Baseline assessment & risk inventory","An evidence-based baseline of your system across all critical layers. We inspect your code, database, and infrastructure to surface hidden architectural debt, stability bottlenecks, and security exposures.",[336,337,338,339],"Baseline scores across eight dimensions","Architecture debt inventory ranked by severity","Component coupling and boundary analysis","Single points of failure and outage blast radiuses",{"title":341,"subtitle":342,"description":343,"points":344},"2. What we recommend","Actionable roadmap & architecture guidance","Clear, practical recommendations tailored to your business goals. We tell you what to fix first, what can wait, and whether refactoring or rebuilding makes financial sense.",[345,346,347,348],"Prioritized 90-day remediation plan","Target architecture diagrams and boundary guidance","Cloud compute and database cost-reduction moves","Decision support: refactor vs. rewrite analysis",{"kicker":55,"title":350,"accent":351,"description":352},"Tell us about the system.","We will tell you if an audit makes sense.","A 30-minute scoping call is enough to discuss your system, your timeline, and agree on the right review shape.",{"kicker":354,"title":355,"subtitle":356,"items":357},"Outputs","Two documents, two audiences","Leadership gets actionable decisions; engineering gets forensic evidence.",[358,367],{"title":359,"targetAudience":360,"description":361,"deliverables":362},"Executive Decision Support Report","For Founders, Boards & Investors","Written in plain English. Summarizes system risks, business impact, total cost of ownership estimates, and go\u002Fno-go recommendations.",[363,364,365,366],"Executive risk summary and priority matrix","Eight-dimension scorecard with baseline vs. target scores","Refactor vs. rebuild financial and timeline comparison","Sequenced quarter-by-quarter modernization roadmap",{"title":368,"targetAudience":369,"description":370,"deliverables":371},"Technical Engineering Annex","For Tech Leads, Architects & Engineers","Written for the developers who will implement the changes. Contains exact code references, database findings, and estimated remediation effort.",[372,373,374,375],"Specific file, module, and query references","Database schema and indexing recommendations","Infrastructure and CI\u002FCD security checklist","Prioritized backlog of engineering tasks",{"kicker":377,"title":378,"questions":379},"Questions","Frequently asked questions",[380,383,386,389,392],{"question":381,"answer":382},"Do you sign non-disclosure agreements?","Yes. Standard mutual NDAs are signed before you share access to code, architecture diagrams, or infrastructure definitions.",{"question":384,"answer":385},"What level of access is needed?","We require read-only access to source repositories, infrastructure manifests (Terraform, Kubernetes, Docker), and database schemas, alongside brief interviews with key engineers.",{"question":387,"answer":388},"How does this differ from automated code scanners or penetration testing?","Automated scanners check for known syntax bugs and dependency CVEs. Penetration testers probe perimeter defenses. An architecture audit evaluates high-level design decisions: boundaries, scaling bottlenecks, data integrity, and tech debt. It complements rather than replaces penetration tests.",{"question":390,"answer":391},"Can we use this report for M&A due diligence?","Yes. The executive report is structured so investors, buyers, or board members can evaluate technical risks and capital expenditure needs without wading through raw code.",{"question":393,"answer":394},"Who conducts the audit?","Every audit is personally led by Mihai Farcas, Lead Software Architect at Innovi Pro, who writes the findings and leads the executive walkthrough.",{"title":396,"description":397,"nameLabel":398,"emailLabel":399,"messageLabel":400,"namePlaceholder":401,"emailPlaceholder":402,"messagePlaceholder":403,"submitButton":404,"pendingLabel":405,"thankYouMessage":406,"errorMessage":407},"Request an Architecture Audit","Tell us about your tech stack, system challenges, and decision timeline.","Name","Work Email","Platform Overview","Your name","name@company.com","Stack, architecture challenges, decision timeline, or M&A deadline...","Send Audit Request","Sending Request…","Thank you. We will review your request and get back to you shortly.","Something went wrong sending your message. Please reach out to",{"kicker":409,"title":410,"description":411,"primaryCta":412,"secondaryCta":413,"facts":414},"Architecture audit · Written report · Technical due diligence","A clear architecture report [before the expensive decision.]","An independent assessment of your system. Baseline scores tell you where you are at today; a written report gives you concrete recommendations on what to fix, what to rebuild, and what to leave alone. Teams commission an audit before acquisitions, rebuilds, or cloud migrations.","Book a scoping call","What the report covers",[415,416,417],"Fixed fee","1–4 weeks, depending on complexity","Executive report + engineering annex",{},"An independent architecture audit and written report. Baseline scores showing where you are at, and concrete recommendations for architecture, performance, cloud costs, and security. Fixed fee, 1–4 weeks.","Software Architecture Audit & Technical Due Diligence","\u002Fog\u002Fsoftware-architecture-audit.png","Innovi Pro software architecture audit: written report and recommendations across architecture, performance, cloud costs, and security.",{"kicker":215,"title":424,"description":425,"phases":426},"Four phases","Engagements run one to four weeks, depending on system scale and component count.",[427,431,435,439],{"phase":428,"title":429,"description":430},"01","Intake","We sign mutual NDAs, obtain read-only access to code and infrastructure definitions, and interview technical stakeholders.",{"phase":432,"title":433,"description":434},"02","Forensic Review","We inspect the source code, database catalogs, query patterns, cloud manifests, and telemetry data.",{"phase":436,"title":437,"description":438},"03","Synthesis & Scoring","We evaluate the baseline scores, draft recommendations, and rank findings by risk and remediation effort.",{"phase":440,"title":441,"description":442},"04","Delivery","We deliver the written report and engineering annex, followed by a live walkthrough session with your team.",{"kicker":444,"title":445,"description":446,"areas":447},"Scope of Analysis","What the report inspects","A proper audit examines both the macro design decisions and the production runtime.",[448,451,454,457,460,463],{"title":449,"description":450},"General Architecture & System Design","System boundaries, service decomposition, data flow, API contracts, and whether monolithic or distributed components are coupled.",{"title":452,"description":453},"Performance & Scalability","Latency under peak concurrency, database index efficiency, connection pooling, queue throughput, and scaling limits.",{"title":455,"description":456},"Cloud Computing & Infrastructure Costs","Cloud architecture (AWS, Azure, GCP), Kubernetes\u002Fcontainer manifests, compute rightsizing, and eliminating infrastructure spend waste.",{"title":458,"description":459},"Security & Regulatory Hygiene","Authentication flows, role-based access, secret management, data encryption, and compliance posture (HIPAA, SOC 2).",{"title":461,"description":462},"Codebase Quality & Tech Debt","Code maintainability, test coverage confidence, deprecated runtimes, unmaintained packages, and architectural shortcuts.",{"title":464,"description":465},"Delivery Pipelines & Operations","CI\u002FCD automation, deploy frequency, rollback safety, environment parity, and operational observability.",{"kicker":467,"title":468,"description":469,"linkText":470,"linkUrl":471,"dimensions":472},"Scoring Model","Eight dimensions, scored 0 to 5","We score each area against an explicit rubric to identify where your architecture is capped. The lowest score indicates the bottleneck.","How the scorecard works","\u002Fblog\u002Farchitecture-audit-eight-dimensions",[473,476,479,482,485,488,491,494],{"name":474,"description":475},"Security & Compliance","Access controls, secret hygiene, encryption, and regulatory constraints.",{"name":477,"description":478},"Scalability","Behavior under peak traffic and where horizontal scaling caps.",{"name":480,"description":481},"Maintainability","Modularity, abstraction hygiene, and how safely new engineers can ship.",{"name":483,"description":484},"Delivery Velocity","Time from commit to production, automated verification, and rollback safety.",{"name":486,"description":487},"Observability","Visibility into runtime health: structured logs, traces, metrics, and alerts.",{"name":489,"description":490},"Cost Efficiency","Infrastructure and cloud utilization against delivered user value.",{"name":492,"description":493},"Tech Debt","Deprecated frameworks, unmaintained dependencies, and workaround interest.",{"name":495,"description":496},"Team Fit","Match between technology complexity, team capacity, and hiring reality.","software-architecture-audit",{"kicker":218,"title":499,"subtitle":500,"ctaLabel":501,"tiers":502},"Fixed-fee engagement options","Scoped and agreed before review starts.","Discuss this scope",[503,512],{"name":504,"duration":505,"bestFor":506,"highlights":507},"Focused Review","1–2 weeks","A single critical system, rewrite quote sanity-check, or vendor proposal review.",[508,509,510,511],"Scorecard across all eight dimensions","Top architectural risks and bottlenecks","Concrete remediation recommendations","60-minute findings walkthrough with leadership",{"name":513,"duration":514,"bestFor":515,"highlights":516},"Full Platform Audit","Up to 4 weeks","Pre-acquisition due diligence, complex multi-service architectures, or inherited platforms.",[517,518,519,520],"Full review across architecture, performance, cloud costs, and security","Executive Decision Support Report + Engineering Annex","Target architecture guidance and prioritized backlog","Live briefing with leadership and technical teams",{"kicker":522,"title":523,"subtitle":524,"items":525},"When to commission one","When teams ask for an architecture audit","Most requests start at a critical crossroad where guessing is expensive.",[526,529,532,535,538],{"title":527,"description":528},"Buying or investing in a software company","The product is the core asset. You need to know whether the architecture supports the investment or requires a rewrite after closing.",{"title":530,"description":531},"Inheriting a platform","You took over as CTO, VP, or tech lead on a system you did not design. You need an honest risk inventory before setting team priorities.",{"title":533,"description":534},"Evaluating a rebuild proposal","A team or vendor quoted a full rewrite. We assess whether targeted refactoring delivers the required outcome for less cost and risk.",{"title":536,"description":537},"Cloud migration and modernization","You are moving off legacy servers to cloud and containers. You need an accurate baseline of dependencies before committing to a roadmap.",{"title":539,"description":540},"Recurring performance bottlenecks","The platform slows down or crashes under load. We trace contention points in your services, queries, and background queues.","vn0G97XCcWK-TTzoYgTaXh7QYMKC_YoJ05Tqpdu_kFE",1794294163010]