--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "i-Machinist" developer_entity: "ilan TETRUASHVILI" bundle_id: "www.sagital.cnc" app_store_id: "1456473668" category: "Utilities" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-11-24" report_date: "2026-08-19" last_verified: "2026-08-19T00:00:00.000Z" report_version: "1.5" total_reviews: 91 overall_rating: 3.3 sentiment: "Mixed" sentiment_score: 55 confidence: "medium" confidence_score: 0.6 top_praise_theme: "The application provides a highly efficient and accurate toolset for professional application engineers in the field" top_complaint_theme: "Lack of imperial unit support forces manual conversion and limits utility for users in the US" review_sample_size: 21 total_review_count: 21 analyzed_review_count: 21 data_age_days: 87 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["utilities", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "machinists", "operators", "requiring"] canonical_url: "https://marlvel.ai/apps/i-machinist" license: "CC-BY-NC 4.0" content_version: "v2" --- # i-Machinist Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Free - **Signal**: Rating 3.34 · Sentiment Mixed - **Recent focus**: Lack of imperial unit support forces manual conversion and limits utility for users in the US (top complaint) · The application provides a highly efficient and accurate toolset for professional application engineers in the field (top praise) > **TL;DR:** i-Machinist is a utilities app by ilan TETRUASHVILI, rated 3.34/5 by 91 users, with Mixed user sentiment (55/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** i-Machinist shows Mixed sentiment (3.34/5 from 91 reviews) - users praise the application provides a highly efficient and accurate toolset for professional application engineers in the field but report issues with lack of imperial unit support forces manual conversion and limits utility for users in the us. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.34/5 (91 reviews) | | **User Mood** | Mixed | | **Category** | Utilities | | **Developer** | ilan TETRUASHVILI | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 87d | ## Metadata & Market Performance - **Publisher:** ilan TETRUASHVILI - **Category:** Utilities - **Target Audience:** Machinists and CNC operators requiring quick reference data for shop floor calculations. - **Platforms:** iOS & Android - **Version Reviewed:** 2.0 - **Report Date:** 2026-08-19 - **Signal Count:** 21 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 1456473668 - **Bundle ID:** www.sagital.cnc - **Google Play ID:** www.sagital.cnc - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-19 ## Executive Snapshot **What it is:** i-Machinist is a CNC calculation and reference utility for milling, drilling, and turning operations on iOS and Android. **Why users hire it:** Machinists need a quick, lightweight reference tool to compute spindle speeds and feed rates without manual lookup tables. ## App DNA (Features & Intent) - **[Standard] CNC Cutting Calculator:** Computes spindle speed, feed rate, and cutting speed for milling, drilling, and turning operations. - **[Standard] Thread Database:** Provides reference data for outer, pitch, and core diameters plus thread height. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Tolerance Database:** Lookup tool for shaft and hole zones, grades, and diameters. ## Market Position {#market-position} i-Machinist holds a 2.56-star rating across 91 total ratings. The reliance on ad-supported monetization in a professional utility context creates friction, as users prioritize precision and workflow continuity over free access. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is distributed as a free utility supported by in-app advertisements. ## 🟡 User Sentiment (Medium Confidence: 21 of 21 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.34/5 - **Platform Split:** iOS 2.6/5 (9 ratings) | Android 3.4/5 (82 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **The application provides a highly efficient and accurate toolset for professional application engineers in the field** - **Lightweight design and quick loading times make the tool accessible for frequent use during work** ### Top Complaints (Impact Areas) - **Lack of imperial unit support forces manual conversion and limits utility for users in the US** ## SWOT Analysis {#swot} **Core Strengths:** - Lightweight design enables rapid shop-floor access **Growth Levers:** - Add surface roughness and drawing symbol guides ## Recent Changes (v2 → v3) {#recent-changes} The app remains in a stagnant maintenance state with no functional changes, though the competitive outlook has sharpened to emphasize the risk of ad-supported monetization in professional workflows. **Overall trend**: Stable **Compared at**: 2026-08-19 ### Medium-impact changes - **[Shifted] Monetization Risk Assessment** (positioning) - **[Shifted] Competitive Threat Reclassification** (swot) ## What's New - **Latest (v2.0, 8 months ago):** Introduced CNC calculation tools and updated the thread database. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes at maintenance cadence. - Latest major update eight months ago. > **Cadence:** 2 total versions · 1 majors in last 6 months · 267 days since last update · 0 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} i-Machinist is an utilities app that is completely free. With a 3.34/5 rating from 91 reviews, it shows mixed user reception. > **Bottom Line:** i-Machinist provides a functional calculation base, but the lack of imperial units and the presence of ads undermine its professional utility. Transitioning to an ad-free model and adding unit support would unlock the professional segment currently forced to use manual conversions. **Best for:** Machinists and CNC operators requiring quick reference data for shop floor calculations. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Implement imperial unit toggle because user complaints cite manual conversion as a primary barrier → increase retention ### Outlook: Mixed The CNC utility market is shifting toward specialized, ad-free tools that prioritize workflow efficiency. i-Machinist remains exposed due to its reliance on ad-supported monetization and a stalled release cadence, which risks losing the professional user base to more responsive, unit-flexible competitors. - 🔴 The lack of imperial unit support forces manual conversion, which erodes the utility for US-based machinists and drives negative sentiment. - 🔴 Maintenance-mode development cadence (no updates in eight months) signals a lack of active investment in professional feature requests. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.34/5 | | Total Reviews | 91 | | Sentiment | Mixed (55/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **i-Machinist** (this app) | 3.34/5 | Mixed | ilan TETRUASHVILI | | [Sota Connect: Secure Network](https://marlvel.ai/apps/fi-catconnect-sota) | 4.9/5 | N/A | Cat Connect | | [avoVPN Desktop](https://marlvel.ai/apps/avovpn-desktop) | N/A/5 | N/A | Avocado VPN Technologies | | [Free VPN by Free VPN .org™](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) | 4.5/5 | Mixed | Free VPN LLC | | [Fusvob VPN : Super VPN 2026](https://marlvel.ai/apps/com-toplinkc-foxexcellent) | 4.4/5 | Mixed | Fuxin Technology | | [Potatso](https://marlvel.ai/apps/potatso) | 4.4/5 | n/a | Potatso Lab LTD | ## Company Profile - **Developer:** ilan TETRUASHVILI - **Website:** [https://www.sagital.net](https://www.sagital.net) - **Social:** [Facebook](https://www.facebook.com/sharer/sharer.php?u=https) · [X/Twitter](https://twitter.com/intent) · [YouTube](https://www.youtube.com/watch) ## Data Sources & Links - **App Store ID:** 1456473668 - **Google Play ID:** www.sagital.cnc - **Dev Site:** [Official Website](https://www.sagital.net) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Sota Connect: Secure Network*](https://marlvel.ai/apps/fi-catconnect-sota) (Cat Connect) · 4.9/5 Rating - [*avoVPN Desktop*](https://marlvel.ai/apps/avovpn-desktop) (Avocado VPN Technologies) · N/A Rating - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN LLC) · 4.5/5 Rating - [*Fusvob VPN : Super VPN 2026*](https://marlvel.ai/apps/com-toplinkc-foxexcellent) (Fuxin Technology) · 4.4/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating - [*카톡 분석 - 오픈채팅, 카톡 채팅 분석, 통계, 검색*](https://marlvel.ai/apps/com-liger-katalkanalysispaid) (Park Sung Cheol) · N/A Rating - [*로또 황금번호 생성기*](https://marlvel.ai/apps/lotto-lottogold) (jaehwan lee) · N/A Rating - [*도사폰 (만세력 역학도구)*](https://marlvel.ai/apps/app--656) (Softchaser Company Limited) · 5.0/5 Rating ## Frequently Asked Questions {#faq} ### Is i-Machinist suitable for professional CNC operators? While i-Machinist offers efficient calculation tools, professional users report limitations due to the lack of imperial unit support and the presence of disruptive advertisements. ### Does i-Machinist support imperial measurements? No, i-Machinist currently lacks support for imperial units, requiring users to perform manual conversions for their manufacturing needs. ### Are there ads in i-Machinist? Yes, i-Machinist is a free app that includes in-app advertisements, which some professional users find disruptive to their workflow. ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 21 - **Data Sources:** user reviews, developer website, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 87 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/i-machinist) Data licensed for AI Agent attribution under CC-BY-NC 4.0.