Case studies.
Only real numbers.
Every figure here comes from our own logs, dashboards and databases, not from a pitch deck. Client names are omitted by agreement; our own products are named. In-progress projects are marked as such.
Sports nutrition brand: sales ×2.7 in a quarter after stop, fix, relaunch
A sports nutrition brand in Ukraine with 200+ SKUs and stalled sales. We paused the traffic, rebuilt the site and funnel, fixed tracking and the ad feed, then relaunched. Sales grew 2.7× in a quarter and other companies' directors started calling.
Ukraine · 2026Read the caseSupplements store in the Balkans: sales ×10, average order +50%, second warehouse in a new country
An online store of mushroom-based supplements in Montenegro had a product and no system. In twelve months we rebuilt the site with fiat payments in a high-risk vertical, set up positioning, ads, a sales script and a six-person team, solved account bans, and expanded to Serbia with a second warehouse. Sales grew ten times, average order by 50%.
Montenegro, Serbia · 2025-2026Read the caseArchaeological atlas: 1.94 million objects on an offline map for a research institute
An Android GIS application for an archaeological research institute: 1,940,996 sites from Wikidata, OpenStreetMap, Pleiades and national heritage registers, each with a description, offline vector maps, historical base layers, routing and field mode. Built with a team of 60 AI research agents and shipped as release 3.0.
Worldwide data, institute partner · 2026Read the caseCitizenship consulting for US clients: from idea to first profit in 1.5 months, 7 clients at $200,000 average
A consulting business for US citizens seeking second citizenship and residency needed to exist from zero: brand, site with native American copy, 3D motion intro, CRM, telephony, social accounts, finely targeted Meta Ads for the US. We built it with a team of eight and reached first profit in 1.5 months, bringing seven clients with an average ticket of $200,000.
USA · 2025Read the caseDigital goods on marketplaces: 25,746 listings, a pricing engine and delivery guards
A reseller of game keys and in-game currency on two marketplaces needed a catalogue, regional pricing with platform fees and margin, supplier integrations and automated, guarded delivery. We built a normalised catalogue of 25,467 games across 19 regions, a pricing engine and a dashboard, and prepared 25,746 listings.
Global, CIS marketplaces · 2025-2026Read the casePerformance media buying in Latin America: 30,000+ installs, optimisation ×10, ROI ~30%
This is where Senator Media began: a media-buying company run as COO and co-founder. We built the office, the team of six, the infrastructure (Keitaro, tracking, payment solutions, accounts), tested geos and offers with split tests, ran Meta Ads up to $500 a day in Brazil, Bangladesh and Ecuador, built PWA apps and trained pixels on third-party data. Result: 30,000+ installs, ad metrics improved more than ten times, ROI around 30%.
Brazil, Bangladesh, Ecuador · 2024Read the caseAI trading app: funnel audit from session recordings, unit economics and a 14-page brief
For an AI market-analysis app (46 tools, App Store 4.8) we ran Meta and Google Ads across four countries, built a unit-economics model on real data, audited the funnel from session recordings and delivered a 14-page developer brief plus a lead magnet. The numbers showed exactly which churn reduction would make the subscription pay.
Canada, Malaysia, New Zealand, Mexico · 2026Read the caseAI sales agent for seven channels with a playbook of 46 objections, live on LINE
For a sports nutrition brand we built an AI sales agent that answers customers in LINE, Telegram, Meta, Instagram, TikTok Shop, Shopee and Lazada from one brain: a 3,665-line playbook with 14 dialogue scenarios and 46 objections, a closed tool list, per-channel anti-ban limits, upsells and follow-ups, order alerts to Telegram. 846 unit and 48 integration tests. Live in production on LINE.
Thailand · 2026Read the caseAnalytics hub for two brands in two countries with an AI analyst in Telegram
For two sports nutrition brands (Thailand and Ukraine) we built a warehouse joining Meta, TikTok Shop, Shopify, LINE, GA4, CRM and a factory ERP for real cost of goods, with dashboards, competitor and distributor monitoring, and an AI analyst in Telegram that answers with SQL. 1,025 tests. 184 of 218 price-undercut events caught with zero false alarms.
Thailand, Ukraine · 2026Read the caseReal estate developer: lead routing, sales monitor and 382 dialogues classified by AI
For an apartment developer in Bali we built lead intake from Meta, WhatsApp and the site into Google Sheets and amoCRM, round-robin routing between managers, a sales monitor with five-minute alerts, daily priority digests, read-only WhatsApp analytics and an AI classification of 382 dialogues that showed Facebook conversations cost 2.7 times less than Instagram ones.
Bali, Indonesia · 2026Read the caseProBay: our own digital goods marketplace run with a team of eight AI agents
ProBay is our own marketplace for digital goods: game currencies, keys, subscriptions, Telegram Stars and Premium. Built on our marketplace engine with a catalogue synced from the pricing system (2,179 products, 130 categories), supplier integrations with HOLD on potential loss, a margin guard verified on 864 orders, a Telegram Mini App, rewards, and an eight-agent AI team (developer, verifier, catalogue, money auditor, support, devops, market analyst, growth).
International, company in Kazakhstan · 2026Read the caseMarketplace engine: web plus Telegram, instant delivery, crypto and Stars, AI trend advisor
Our own marketplace engine: FastAPI backend, Next.js storefront, Telegram bot and Mini App, universal product model (keys, accounts, gift cards, subscriptions, services), instant delivery from encrypted stock, crypto and Telegram Stars payments, admin panel, reviews, promo codes, and a game-trends module with an AI advisor that sends reports to Telegram. 223 automated tests.
International · 2025-2026Read the caseTattoo studio: profit ×2, 5-star rating and second place on maps in its district over four years
A tattoo studio needed steady clients and a name for its lead artist. Over four years we ran its ads across social networks, messengers and search, did market research, handled its presence at festivals and conventions, and built the artist's personal brand. Profit doubled, the studio holds a 5-star rating and second place on maps in its district.
Russia · 2022-2026Read the caseNetwork of medical centres: marketing from zero, a medical site with records-system integration, a year of content
For a network of medical centres we led marketing from scratch: strategy, accounts, a year-long content plan and the content itself, a medical website built from zero with integrated medical records and information systems, briefs for designers and developers, consulting for the leadership. The business received a complete marketing cover and was later sold; the role grew into leading another project.
Russia · 2024Read the caseTelegram Mini App game club: 14 game engines, provably fair deals, 428 tests
A multi-game Telegram Mini App and desktop client: poker, durak, bura, backgammon, chess, checkers, dominoes, blackjack, mahjong and more on a shared TypeScript engine package, realtime via Socket.IO, provably fair dealing with HMAC commit-reveal, geo-gating, age gate and responsible-gaming layer, 428 automated tests, verified backups.
International · 2025-2026Read the caseCrypto trading project: team assembled, alpha shipped, trading robot built, marketing led
For a cryptocurrency trading project we assembled the development and design team, coordinated delivery of key milestones, led marketing and partnerships, ran market and competitor research, helped design the trading robot's algorithms, and shipped the alpha version. Earlier, we had grown the founders' Telegram media (two finance channels) from channel admin to project manager.
International, Russian-speaking · 2022-2024Read the caseFactory ERP: recovered from a lost cloud account, rebuilt self-hosted, used every day
A supplements factory lost access to its production and stock ERP on a third-party cloud. We exported everything through the API (51 tables, 12,039 rows), rebuilt it self-hosted on PostgreSQL and PostgREST, hardened access with database roles and JWT, translated 3,040 interface strings, added cost accounting, plan-versus-actual reports and Excel exports, fixed a double write-off bug and set up daily backups.
Thailand · 2026Read the caseFitness app with AI food scan, AI coach and a workout RPG: 1,077 backend tests
A mobile app for a sports nutrition brand: calorie and nutrition tracking with AI food scanning, an AI coach on Claude, 718 exercises, 1,557 recipes, 132 achievements, a workout RPG with 31 opponents in 6 leagues and a fight against your own past record, habits, coach-client mode, an in-app store with local payments, admin panel with roles and 2FA, security audit, four languages. 1,077 backend tests.
Thailand · 2026Read the caseMobile games studio: influencer deals abroad, ad tech and analytics for a game developer
For a studio developing mobile games and apps we worked inside the marketing team for a year and a half: sourced and negotiated international bloggers for integrations, wrote briefs for ad videos, set up and tested advertising, implemented analytics tools and solved the technical problems between marketing and development.
International · 2021-2023Read the caseAI video pipeline: trend-copying short videos with a critic agent, 66 → 3 model calls
A five-stage pipeline (idea, script, storyboard, video, publish) that copies the structure of trending short videos and swaps in the brand's product. Each stage passes an AI critic and a human moderator in Telegram. A redesign cut model calls per video from 66 to about 3. Trend pool of 157, labelled dataset for ranking, scene-to-scene visual continuity.
Thailand · 2026Read the caseProduct card designer bot: $0.40 to $0.04 per image, product size deviation under 2%
An internal Telegram bot that generates 1080×1080 product cards in Thai and English, product scenes and free images, with engine switching (Sora, gpt-image, Gemini), a chat with model fallback, and a calibration system that measures the product on the finished card. Cost per scene fell from $0.40 to $0.04; product size deviation from 20% to under 2%.
Thailand · 2026Read the caseB2B certification body: AI outreach and inbox agent with a 13-script playbook
For a product certification body we built a sales playbook (13 scripts, 50 objections, 100+ FAQ, 9 email templates) and an AI pipeline: company import, AI segmentation, three-touch email outreach with mailbox warm-up, an inbox agent that routes hot leads to Telegram and answers objections, and a Telegram bot with a quote calculator. Plus a browser version with four channels for A/B testing.
Russia · 2026Read the caseStaffing agency: AI recruitment bot with candidate scoring and a live web panel
For a labour-migration staffing agency we built a Telegram bot on Claude that talks to candidates, scores them and sends approve/reject buttons to admins, plus a Flask web panel with a live dashboard, dialogue list, candidate CRM with CSV export and a live event log.
Belarus, Southeast Asia · 2026Read the caseAI persona business: a digital expert in messengers with a 973-page SEO site and payments
Our own product: an AI expert persona in the esoteric niche that consults in Telegram, delivers 12 automated reports from an astronomical calculation engine, merges customers across channels, takes payments through three providers, and is fed by a static SEO site of 973 pages built from a 40,235-phrase keyword core. 506 automated tests.
Russian-speaking, then international · 2026Read the caseResidential project in Montenegro: a five-language WordPress site that sells apartments
A WordPress and Elementor site for a small residential development in Montenegro: five languages with Polylang, lead popups and forms, analytics, caching and backups, and programmatic content updates through the Elementor API so every language version changes in one step.
Montenegro · 2025-2026Read the caseVisa consulting centre: three Telegram bots and a web panel, knowledge base editable without a developer
For a visa consulting centre we built a client-facing AI consultant in Telegram (questions, booking, hand-off to a human), an admin bot that edits the knowledge base live without a developer, an alerts bot and a Flask web panel with dashboard, bookings and dialogues. Live in production with model migrations and content updates handled over time.
Russia · 2025-2026Read the caseD2C store in Thailand: Shopify audit that found 81% of products uncategorised, then a new store
For a sports nutrition brand in Thailand we audited the live Shopify store (81% of products outside categories, zero reviews, no compare-at prices, missing regulatory numbers) and fixed it, then built a new mobile-first store: 37 products normalised into 7 lines and 43 SKUs, PromptPay and COD, Thai addresses, an eight-mechanic promo engine, LINE login, 106 backend tests and 73 pages.
Thailand · 2026Read the caseAI media buyer for Meta Ads: observe, diagnose, decide, act, with a trust ladder
Our own product in development: an AI agent that watches Meta ad accounts, diagnoses problems, proposes and executes changes within approved limits. Scheduler, orchestrator loop, rules engine with Claude for ambiguous cases, idempotent executor with snapshot and rollback, approval queue in Telegram, four-level trust ladder, three circles of authority, two-level budget protection and a kill switch. Six architecture documents and a code skeleton.
International · 2026Read the caseContent agent: 11 content types × 2 brands × 4 funnel stages with a compliance gate
A standalone content service producing 11 content types (video scripts, stories, UGC, reviews, comparisons, product cards, marketplace copy, emails, landing copy, sales scripts) for two brands across four funnel stages, with a deterministic compliance gate that rejects by default, media generation with honest fallbacks, few-shot training from human labels, a web panel and a Telegram bot. Built by 8 agents in 4 waves, 203 tests after an adversarial review.
Thailand, Ukraine · 2026Read the caseAI packaging designer: mock-ups, print-ready PDFs and a multilingual label validator
A hybrid agent for supplement packaging: Claude orchestrates text, labelling and validation, an image model paints the background, brand elements are composited deterministically. Knowledge base on Thai and Ukrainian labelling rules, SVG mock-ups and PDFs with bleed, a multilingual label validator, web panel and Telegram bot, an art-director loop with a critic model, and an MCP server so any AI chat can call it as a tool.
Thailand, Ukraine · 2026Read the caseSenator Chat: an end-to-end encrypted messenger with a zero-storage relay
Our own prototype of a secure messenger: Signal Protocol (X3DH and Double Ratchet) on tweetnacl, a relay that wipes content and nonce after every participant acknowledges, self-destructing messages, local-first storage on desktop (Electron) and mobile (Expo), JWT and bcrypt auth, and an interactive architecture presentation for investors.
International · 2026Read the caseSENAT: a closed premium social network with its own event protocol and on-chain reputation
Our own MVP of a closed B2B social network: a custom event protocol with 300+ types, gated registration with four entry paths, a reputation score anchored on the TON blockchain, end-to-end encrypted private messages ported from our messenger, articles, threads and posts, dozens of pages (feed, profiles, jobs, events, forums, polls) and security hardening. 101 tests across protocol, messaging and relay.
International · 2026Read the caseMultichain crypto wallet: ten networks from one seed, swaps and a card-ready backend
An early-stage build of a multichain wallet: HD keys (BIP39/BIP44) for Ethereum, BNB Chain, Polygon, Arbitrum, Optimism, Base, Avalanche, Solana, Bitcoin and TON from one mnemonic, live prices over WebSocket, swap aggregation through 1inch and Jupiter, a card-provider-ready structure, argon2id, TOTP 2FA and AES-256-GCM encryption of seeds. Turborepo monorepo with Fastify backend, Next.js web and Expo mobile.
International · 2026Read the caseTaskWall: a to-do app that paints your tasks onto the phone wallpaper and lock screen
A consumer app prototype: tasks rendered off-screen to an image and set as the Android wallpaper or lock screen through a custom Kotlin module with debounced updates; iOS lock-screen and home widgets through WidgetKit and an App Group; four themes; three build profiles; reviewed by three specialised agents (Kotlin, Swift, JS) with race conditions and memory issues fixed.
International · 2026Read the caseSENET: a sellable AI assistant with its own memory engine and a self-training router
Our own product sold to third parties: a FastAPI backend with a single-page app, a memory engine with a 4096-dimension sparse representation and two-level memory, a model cascade, image generation, a Telegram bot, API-key auth with rate limiting, and a Kolmogorov-Arnold network router written in pure numpy that chooses the memory mode and retrains on telemetry with a fallback to thresholds. 18 of 18 intelligence tests passed; router accuracy 0.91.
International · 2025-2026Read the caseGame servers business plan: 113 sources, 8 research agents, a path to $1M
A research deliverable: licensing rules of the platform's creator programme, the history of closed modding platforms, payment restrictions by jurisdiction, competitor revenues, a financial model with scenarios and a recommended launch path over 14 to 20 months. 6,300 words, 113 sources, 8 research agents, verified by a human.
International · 2026Read the caseTattoo studio: three complete redesign directions built from real photos and reviews
For a tattoo studio near Moscow we extracted all content and 18 real photos from an old site builder and produced three complete design directions (dark luxe, light neo-brutalist, dark monochrome with electric accents), each reviewed by a CRO specialist, an art critic and a fact-checker, with preloaders, custom cursors, scroll animations, magnetic buttons and a pinned gallery, checked at three screen sizes, with real map reviews embedded.
Russia · 2026Read the caseVisa appointment assistant: slot monitoring, passport OCR with a vision model, two centres in one bot
Prototypes of a Telegram assistant for visa appointments: browser automation in a headful container with remote viewing, passport OCR through a vision model, human-like interaction patterns, a proxy layer, and a unified bot that serves two visa centres with per-user modes and a shared OCR module. Built with a two-developer protocol and a changelog discipline.
Europe · 2025-2026Read the caseMulti-vendor marketplace platform: full stack with Stripe, crypto, 2FA and seller cabinet
A reference build of a multi-vendor marketplace: users with email verification and TOTP 2FA, products with category trees, variants and full-text search, carts with multi-seller sub-orders and coupons, Stripe and crypto payments with refunds and platform commission, a seller cabinet with verification, an admin panel, JWT RS256 with refresh in httpOnly cookies, rate limiting, security headers and idempotency. Plus a geo-based Telegram shop prototype with two bots on one database.
International · 2025Read the caseAI reels editor: send clips to a bot, get a cut with beats, captions and a hook in 1.5 seconds
A prototype pipeline: a Telegram bot collects photos and videos, speech is transcribed locally with word timestamps, scenes and best moments are detected with a vision model, an AI director on Claude writes an exact JSON timeline (hook in the first 1.5 seconds, cuts on beats, karaoke captions, transitions), and ffmpeg renders with subtitles, Ken Burns on photos and music ducking. Revisions through inline buttons without re-analysing sources.
International · 2026Read the casePrivate network service with a Telegram Mini App and invite-only access
A control plane for a private network service: a Telegram bot with a Mini App, invite-only access with admins and invited members, a containerised stack (database, migrations, control API, brain, bot) behind a shared reverse proxy with automatic certificates, no ports exposed, secrets with strict permissions. Built as our own tooling on a shared server with three other projects without touching them.
International · 2026Read the case