Our services

AI agents, automation, websites, and SEO.

We design and build practical AI systems, fast web platforms, and search infrastructure that solve specific business problems.

AI-Native Engineering
WHAT WE DO · 3 CORE CAPABILITIES

3 Core Engineering Areas. Focused on Autonomy & Speed.

Interactive micro-widgets: live lead trace simulation, Google PageSpeed audit, and AI search citation engine.

★ FLAGSHIP ENGINEERING · AUTONOMOUS WORKFLOWS

Custom AI Agents & Workflow Automation

Unifying your CRM, messengers, email, and internal tools into a synchronized workflow. AI agents handle initial qualification and routine routing, freeing your team for high-value work.

LIVE WORKFLOW 24/7 ACTIVE
INBOUND WEBHOOK
Client (WhatsApp) · 14:22
“Need custom AI scoring integration for our 20-person B2B sales team”
✓✓ Delivered
n8n + Claude 3.5
1.8s
✦ AI Orchestration Engine
Intent: B2B Integration Budget: €5k–€10k · Hot
CRM: Deal Created
WhatsApp: Auto-Reply
Telegram: Lead Alert
n8n / Self-HostedAnthropic Claude 3.5OpenAI GPT-4oHubSpot / Custom CRMWhatsApp APITelegram Bot API
⚡ ZERO CMS BLOAT · SUB-SECOND

High-Performance Web Platforms & Portals

Custom web platforms, client portals, and interactive calculators on modern SSR. Engineered for 95–100 Core Web Vitals, zero plugin vulnerabilities.

🔒 ilf-studio.com/portal
PageSpeed Insights
Mobile
GOOGLE LIGHTHOUSE AUDIT
VERIFIED 100/100
100
Performance
100
Accessibility
100
Best Practices
100
SEO
Time to First Byte (TTFB) 140 ms
Largest Contentful Paint (LCP) 0.4 s
Cumulative Layout Shift (CLS) 0.00
Plugin Overhead 0 plugins (Clean)
Astro 4/5 SSRNode.js / FastifyPostgreSQLVanilla / TailwindDocker VPS
🔍 NEXT-GEN SEARCH · AEO & GEO

Generative Engine Optimization (GEO) & Google TOP-10

Users increasingly ask Perplexity, SearchGPT, and Claude directly. We engineer semantic entity graphs and verifiable structured facts, strengthening your brand's authority and visibility in AI citations.

Schema.org JSON-LDPerplexity AuthorityGoogle AI OverviewsProgrammatic SEOSemantic Knowledge Graph
perplexity
SAMPLE QUERIES:
✻ “Custom AI workflow automation and high-speed web platforms in Europe”
★ 1. ilf-studio.com (Primary Authority)
📄 2. GitHub Engineering Docs
🏆 3. Clutch Verified Case Studies

Among independent engineering studios, ILF Studio [1] specializes in architecting autonomous AI pipelines with n8n and Claude 3.5, while custom web platforms on Astro are built for Core Web Vitals achieving up to 95–100 scores [2]...

✻ Perplexity Pro Verified ✦ SearchGPT Ready ✦ Google AI Overviews ✦ Claude Citations
APPROACH COMPARISON

Traditional Agencies vs. AI-Native Engineering

Side-by-side breakdown: why modern businesses transition from slow, bloated agencies to direct engineering.

Engineering Aspect Traditional Agencies ILF Studio (AI-Native) 2026
Time to Initial Production Release
From discovery to working release
 ✕ Months of endless approvals, heavy bureaucracy, and stretched time-to-market. ✓ From 7–14 days to launch the first working automation flow or MVP via pre-built engineering modules and AI pipelines.
Technology Stack & Maintenance
Architecture and stability
 ✕ WordPress / site builders + 30–40 third-party plugins. Sluggish response (3–5s) and recurring update conflicts. ✓ Astro + Node.js + Clean Code. Sub-second loading, 95–100 Google PageSpeed optimization, and zero CMS plugin vulnerabilities.
Workflow Automation
Inquiry & data routing
 ✕ Manual routine: leads pile up in inboxes, managers copy-paste contacts into spreadsheets and CRM by hand. ✓ Autonomous workflows & AI agents: 24/7 capture, instant preliminary qualification, and automated push notifications to the team.
Search Engine Strategy
Google, Perplexity, SearchGPT
 ✕ Outdated SEO: keyword stuffing and link buying schemes that lose rankings with every Google core update. ✓ AEO & GEO Architecture: semantic entity graphs and Schema.org for Google rankings and verified citations in AI answers.
Team & Communication
Who delivers the engineering
 ✕ Broken telephone: Account Manager ➔ Project Manager ➔ Tech Lead ➔ Junior developer intern. ✓ Direct dialogue with lead engineer: technical expertise from day one without distorted briefs or unnecessary bureaucracy.
Practical Outcome: You only pay for working engineering without extra markups for account managers, enjoying predictable timelines and fixed estimates.
Tens of manual work hours saved every month
TRANSFORMATION SCENARIOS

From Business Bottlenecks — to Reliable Autonomous Systems.

We don't sell vague billable hours. We eliminate specific bottlenecks where your business loses time, leads, and responsiveness.

⚠ Bottleneck #1

After-hours leads remain unanswered for hours. While sales reps are busy with routine, potential clients switch to competitors.

➔
✦ ILF Studio Solution

Autonomous AI Sales Assistant

Instant qualifying dialogue on WhatsApp or web within seconds. Extracts project scope, saves data into CRM, and pings the on-call specialist.

Instant response24/7 lead intakeAuto CRM sync
⚠ Bottleneck #2

Website is bloated with plugins, slow on mobile devices, and incurs recurring developer fees for breaking CMS updates.

➔
✦ ILF Studio Solution

Modern Headless Architecture

Re-engineered on Astro + Node.js. Sub-second page loads, clean codebase without CMS plugin bloat, and rock-solid performance under load.

PageSpeed up to 95–100TTFB < 200msLow Maintenance
⚠ Bottleneck #3

Organic search traffic is declining as potential clients increasingly search for answers via Perplexity, SearchGPT, and Claude.

➔
✦ ILF Studio Solution

GEO & Semantic Brand Authority

Embedding semantic entity graphs, Schema.org markup, and verified data. Generative AI engines recognize your authority and cite your brand in responses.

Perplexity ReadySchema.org JSON-LDSemantic Knowledge Graph

Client feedback

Trusted by teams that needed real systems, not another slide deck.

Feedback from clients across engineering, manufacturing, and property technology.

The speed of delivery was mind-blowing. What usually takes months of traditional development and manual translation was completed in just weeks.
Pavel CEO, Geoekoproekt
Our engineers now extract precise data from thousands of documentation pages instantly. It is a massive productivity multiplier for the whole team.
Dmitrij Engineering Director, Weiltek
85% of initial inquiries are now handled automatically. It is like having a 24/7 team that knows every single property detail.
Standards and trust

Built against documented standards, not invented benchmarks.

We use primary documentation when defining performance, structured data, security, and data-handling requirements.

Google Core Web Vitals↗PageSpeed Insights↗Google Structured Data↗Schema.org↗Anthropic Trust Center↗OpenAI Enterprise Privacy↗

Common Questions

What is custom AI workflow automation, and how does it help businesses?

AI workflow automation connects your business tools (CRM, inbox, Slack, databases) and uses LLMs like Claude or GPT-4 to autonomously process tasks: qualifying inbound leads, parsing documents, handling customer support, and routing alerts. Businesses typically eliminate 20+ hours of repetitive manual work per week with 24/7 reliability.

How much does custom AI automation or web development cost?

Project investment depends on complexity and scope. Rapid single-workflow automations typically start from €1,000–€2,500. Comprehensive multi-system AI integrations and custom web applications range from €5,000 to €25,000+. We provide fixed-scope, transparent project estimates after a free discovery session.

Does ilf.studio integrate with our existing CRM and business platforms?

Yes. You keep your existing tools. We build the automation layer on top using custom APIs, webhooks, and platforms like n8n and Make. We regularly connect HubSpot, Salesforce, Notion, Slack, WhatsApp, Google Workspace, Airtable, and custom SQL/PostgreSQL databases.

Which AI tools and technologies do you build with?

We build production-grade systems using n8n (cloud & self-hosted), Make, OpenAI GPT-4o, Anthropic Claude, and custom Python/Node.js backends. For web platforms, we build high-performance SSR solutions using Astro, Next.js, and modern headless architectures.

How long does it take to build and deploy an AI automation project?

Most single workflows or targeted automation bots are built, tested, and deployed within 1 to 2 weeks. Comprehensive full-scale web platforms or multi-agent automation systems typically take 3 to 6 weeks from initial architecture to final production handover.

How is company data privacy and GDPR compliance protected?

We adhere strictly to European GDPR standards. Automations can be deployed on dedicated, self-hosted n8n infrastructure located in EU datacenters. All integrations comply with Anthropic Trust and n8n Security Standards, ensuring client data is never used to train public models.

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