01CEO
Alex Saiko
Drives the AI-First thesis across the company. Pairs product vision with hard engineering discipline to land outcomes, not demos.
AI-native engineeringTallinn, EEsince 2016
AI-native softwaredevelopment company
AI-powered software development from strategy to release. We engineer digital products where AI is embedded at the core, not added later.
Products shipped
150+
web, mobile, AI, blockchain
Years in delivery
10+
founded 2016
Industries served
8
fintech to aerospace
MVP timeline
8-16wks
discovery to launch
Who we are
AI-native software development, end to end, since 2016
Idealogic is an AI-native software development company, founded in Tallinn in 2016, building web, mobile, AI, and blockchain products end to end. Senior engineers pair with AI agents on one squad, which is how a typical MVP reaches production in 8 to 16 weeks. We work with founders shipping a first version and with teams rebuilding a product that outgrew its first build.
Selected clients09 teams
Delivery pipelineHow we ship
06 stages
How we ship
AI-first software
06 stagesSix stages, one squad: senior engineers and AI agents collaborating from discovery to release with a 42% shorter cycle time.
01
Discovery
scope & risks
02
Architecture
system design
03
Scaffolding
repos, CI/CD
04
Feature loop
PRs + review
05
Test & harden
coverage, OWASP
06
Release
continuous deploy
Senior engineers
Discovery: Senior engineers
Architecture: Senior engineers
Scaffolding: Senior engineers
Feature loop: no Senior engineers
Test & harden: Senior engineers
Release: Senior engineers
AI agents
Discovery: no AI agents
Architecture: AI agents
Scaffolding: AI agents
Feature loop: AI agents
Test & harden: AI agents
Release: no AI agents
- 01DiscoveryHUMAN
- Discovery workshops map user journeys, goals, and technical risks. Senior strategists and AI research agents co-author a buildable backlog with measurable success metrics.
- 02ArchitectureHUMAN + AI AGENT
- Solution architects design cloud-native systems with scalable APIs, data models, and AI integration points. Decisions land in ADRs so your team extends the platform after handover.
- 03ScaffoldingHUMAN + AI AGENT
- Bootstrap monorepos, CI/CD pipelines, IaC, and observability. AI agents generate boilerplate, security baselines, and contract tests so engineers focus on product logic.
- 04Feature loopAI AGENT
- Two-week sprints with AI-assisted pull requests, code review, and regression gates. Increments ship behind feature flags so teams validate UX with real users.
- 05Test & hardenHUMAN + AI AGENT
- AI agents generate unit, integration, and E2E tests for 80%+ coverage. OWASP threat modeling, dependency scanning, and load tests harden the system against common failure modes.
- 06ReleaseHUMAN
- Continuous deployment to staging, canary, then production with automated rollback on SLO breach. Observability dashboards, runbooks, and retros keep the platform healthy after launch.
software development servicesWhat services can
08 services
What services can
you expect from us?
08 servicesFrom intelligent AI agents to production-grade web platforms. We cover the full spectrum of modern software delivery.
Web Development
- 01Idea to ProductFrom idea to launchable MVP in 8–16 weeks. Senior product engineers, designers, and AI assistants on one squad: discovery, UX, full-stack development, and go-to-market shipped in a single sprint cadence.
- 02Custom Software DevelopmentProduction-grade web and backend systems built to spec with TypeScript, Node, Go, cloud-native architecture on AWS or GCP, plus CI/CD pipelines tuned for scale and uptime.
- 03SaaS DevelopmentMulti-tenant SaaS platforms with billing, auth, role-based access, and product analytics built in: Stripe, Auth0, modern React frontends, and observability shipped end-to-end.
- 04Product DevelopmentTake an existing prototype or POC to a launchable, production-grade product through hardening, refactoring, performance work, observability, and security review led by senior engineers.
AI Development
- 05Generative AI DevelopmentProduction-grade generative AI products spanning LLM applications, RAG pipelines, embeddings, model fine-tuning, and AI agents wired into your data, tooling, and customer workflows.
- 06AI Agent DevelopmentBuild autonomous AI agents that integrate with internal tools, APIs, and SaaS workflows, with multi-step reasoning, tool use, evaluation, and production-ready guardrails for safe deployment.
- 07AI Integration ServicesDeploy AI capabilities into existing enterprise systems: LLM APIs, workflow automation, RAG over internal documents, and data pipelines without rebuilding your stack from scratch.
- 08AI Readiness AssessmentAudit your data, systems, and processes for AI adoption: gap analysis, use-case scoring, model and vendor selection, and a phased rollout roadmap delivered in 2–4 weeks.
case studiesProducts we built
04 case studies
Products we built
with our partners
04 case studiesFrom pre-seed MVPs to enterprise platforms. Explore successful projects in web, mobile, blockchain, and AI.
01Pressmerit · Social & Creator Economy · 2026Link building platform with autopilot outreach and link monitoringA link building platform that searches the open web instead of a publisher catalogue, prepares outreach the user sends from their own mailbox, and keeps checking every placement long after it goes live.$12 to $30Cost per verified live link at benchmark reply rates0%Commission taken on any placement30 daysRe-check cadence on every live link, at no credit costRead case study 02Fintech · 2025
eIDAS-qualified e-signature platform with KYC & blockchain audit10K+Documents signed across all sectors03Healthtech · 2024
Medication management software for patients and care teamsTwo-sidedPatient app and clinical dashboard on one platform04Social & Creator Economy · 2023
Creator monetization platform development case studyAI-matchedBrand campaigns paired to creators by audience-quality score, not follower countClient feedback
What our clients say
03 voicesFounders and engineering teams on what it's like to build with Idealogic.
- 01Real Estate · Tokenization
Besides recommending Idealogic, I would like to express my gratitude to the entire team involved in our project and the implementation of our mission and vision to the markets.
Matthew SchneiderCEO · Co-founder · e-States - 02Gaming · Blockchain
Cooperating with Idealogic is like having a new powerful tool. They have deep experience in blockchain, and the team contributed great skill, creativity, and teamwork to our project.
Dan JensenCEO · Co-founder · Revolve Games - 03Real Estate · Web
Idealogic did not just meet our expectations but went beyond that and enriched our ideas. We now have a scalable and inclusive app. I look forward to further cooperation with them.
Yuriy NikitinCEO · Founder · Ugreator
engineering principles
Principles we build by
06 principlesThe operating principles behind every build: AI-first, iterative, and obsessed with outcomes over output.
AI-First by default
Every product decision starts with: where can AI reduce friction, cut time, or unlock a new capability? We embed intelligent automation and LLM-powered features from day one.
Outcome-driven delivery
We measure success by business results, not story points. Architecture choices, sprints, and priorities all tie back to metrics that move your product forward.
Radical transparency
Full visibility into progress, blockers, and trade-offs in real time. No surprises at demos, just honest, continuous communication at every step of delivery.
Scalable-first architecture
We design systems to grow with your user base, not against it. Cloud-native infrastructure, modular codebases, and async APIs handle 10× traffic without a rebuild.
Security & compliance built in
Security is woven into every pull request. We follow OWASP standards, run threat modeling, and ship with audit trails and access controls from the start.
Continuous improvement loop
Launch is not the finish line. We instrument products with analytics, run retrospectives, and ship incremental improvements weekly to stay competitive.
Global deliveryOne senior squad,
14 locations
One senior squad,
four time zones
14 locationsHeadquartered in Tallinn, engineering centres in Wrocław and Katowice, client lines in London and New York. Most engagements run remotely, the way the products we build are used.
HeadquartersEngineering centresClient linesClient cities
By the numbers
- 150+
- Products shipped
- 10+
- Years in delivery
- 8
- Industries served
- 8-16wks
- Typical MVP timeline
- 42%
- Shorter cycle vs baseline
- < 4h
- First reply, business hours
Client citiesBerlinWarsawAmsterdamMadridOsloViennaTorontoChicagoSingapore
Certified & listed on
- ISO/IEC27001
- ISO9001
- Clutch
- GoodFirms
- DesignRush
ISO certificates issued to Miraspaces, the product-development arm of Idealogic Group.
industries we serveWe're open to
08 verticals
We're open to
any vertical
08 verticalsFrom regulated finance and healthcare to logistics, media, and real estate. We deliver software tailored to each domain's workflows, compliance, and growth patterns.
- 01Fintech32 projectsLending, payments, wallets, and trading built for KYC/AML compliance and audit-grade security.Lending · Payments · Wallets · Trading · DeFi · RWA
- 02Logistics & Supply Chain11 projectsLast-mile delivery and supply chain software with real-time tracking and ELD compliance.Last-mile · Tracking · ELD · Warehouse
- 03Aviation & Aerospace9 projectsMRO, crew operations, and fleet management engineered to FAA, EASA, and IATA standards.Booking · Crew Ops · Fleet Mgmt · MRO
- 04Real Estate & PropTech14 projectsListings, real-estate CRM, and asset tokenization with MLS integrations built in.PropTech · Listings · Tokenization · CRM
- 05Healthtech18 projectsHIPAA-compliant telemedicine, EHR, and diagnostics with HL7/FHIR interoperability.Telemedicine · EHR · Diagnostics · Wellness
- 06Manufacturing7 projectsIndustrial IoT, MES integration, and predictive maintenance for connected factories.IoT · MES · Predictive Maintenance · Robotics
- 07Education6 projectsLMS, adaptive assessment, tutoring marketplaces, and digital credentialing platforms.LMS · Tutoring · Assessment · Credentials
- 08Social & Creator Economy22 projectsStreaming, creator monetization, and gaming platforms built for millions of users.Streaming · Creator Tools · Rights · Gaming
Your vertical
Start a conversationDon't see your industry?
We onboard a new vertical every quarter. Bring the domain. We bring senior engineering and regulated-software experience.
The peopleSenior leadership on
03 leads
Senior leadership on
every engagement
03 leadsDeep expertise in engineering, AI, and product strategy, personally invested in every project we deliver.
02CTO
Artem Zaitsev
Architect of our AI-driven delivery stack. Sets the bar for scalable, secure systems and leads the agentic developer tooling team.
03Deputy CEO
Oleh Henaliuk
Owns delivery across industries. Turns discovery into concrete roadmaps and keeps teams honest about risks, scope, and value.
open positions
Join our team
- Open roles
- 02
- Time zones
- EU · UK · US
- Model
- Remote-first
We're looking for engineers, product thinkers, and AI enthusiasts who want to build things that matter.
engineering insightsInsights from our
06 articles
Insights from our
engineering team
06 articlesPractical guides, technical deep-dives, and industry perspectives from the people who build AI-powered products every day.
frequently asked questionsQuestions we get
06 questions
Questions we get
asked most
06 questionsFrom AI-first delivery to MVP timelines, answers founders and engineering teams ask us most.
Idealogic is an AI-powered software development company that builds production-grade web, SaaS, and AI products. Senior engineers and AI assistant teams work on one squad to ship MVPs in 8-16 weeks and scale them to enterprise platforms.
8 to 16 weeks from discovery to launch. We run a six-stage AI-native SDLC, spanning discovery, architecture, scaffolding, feature loop, hardening, and release, so the first usable increment is in production within the first sprint cycle.
Idealogic is headquartered in Tallinn, Estonia, with delivery teams operating across EU, UK, and US time zones. We have been building software since 2016.
Fintech, healthtech, real estate and PropTech, aviation and aerospace, logistics and supply chain, social and creator economy, manufacturing, and education. We deliver regulated-software experience including KYC/AML, HIPAA, HL7/FHIR, FAA/EASA, and ELD compliance.
Yes. AI agents are embedded across the SDLC, from scaffolding monorepos and CI/CD, to AI-assisted pull requests and code review, to generating unit, integration, and E2E tests for 80%+ coverage. Senior human engineers own discovery, architecture, and release.
AI is embedded at the core of every product we ship, not bolted on later. We pair senior engineers with AI assistant teams on a single squad, run a 42% shorter cycle time than baseline, and measure delivery by business outcomes rather than story points.
Let's buildShip your next
Ship your next
AI-first product
Partner with Idealogic for AI-first product engineering: senior engineers and AI agents shipping production-grade software in 8-16 weeks, from fintech and healthcare MVPs to enterprise platforms.
Direct lines
- Response
- Under 4 hours
- HQ
- Tallinn, EE
- US line
- +1 929 560 3730
- UK line
- +44 2045 771 515
- Sales
- hello@idealogic.io
Start the conversation