Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners
Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners
Instinctools records 27,941 monthly visits with -1.1% month-over-month growth and Contact for Pricing pricing. Semafind records 846 monthly visits with 0% growth and Contact for Pricing pricing.

Independent AI, ML and data science research & engineering consultancy
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | instinctools.com | semafind.com |
| Pricing Model | Contact for Pricing | Contact for Pricing |
| Monthly Visits | 27.94K (27,941) | 846 (846) |
| MoM Traffic Delta | -318 (-1.1%) | +846 (0%) |
| Primary Market & Share | 🇵🇱 Poland (21.2%) | 🇺🇸 United States (72.2%) |
| Direct Visits / mo | 10.42K | 237 |
| User Rating | 3.9 | 4.1 |
| Supported Platforms | Website | Website |
AI-powered engineering partner for custom software and data platforms
Lean senior-led teams that pair engineers with specialised AI agents for routine work, targeting faster delivery at lower cost.
Custom agents and domain-specific multi-agent systems for autonomous operations, plus chatbot and conversational interfaces.
Machine learning, computer vision, MLOps and data engineering with warehouses, dashboards and BI on modern platforms.
Web, mobile, e-commerce and cloud engineering, including legacy modernisation, IoT work and SaaS product builds.

Independent AI, ML and data science research & engineering consultancy
Bespoke algorithms and models built for problems that generic tools cannot solve, from computer vision to recommendation systems.
A structured ideation, prototype and integration process designed to de-risk research-heavy projects before full rollout.
Products including SemaReader for semantic reading and knowledge-graph creation, and SemaDB, a vector database for similarity search.
Hands-on data analysis, anomaly detection and predictive modelling engagements shaped around specific business goals.
Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners
Free / Open-sourceCommunity hub for data science, machine learning and AI practitioners

AI-driven software group building RegTech, biometrics and fintech products for enterprises
AI-driven software group building RegTech, biometrics and fintech products for enterprises

Applied AI engineering and consulting for enterprise deployments

SpecialistAI agent development studio for production-grade systems
SpecialistAI agent development studio for production-grade systems

AI & machine learning consulting that ships production systems
AI & machine learning consulting that ships production systems
Free / Open-sourceFull-stack Vercel AI SDK patterns for shipping real AI apps
Free / Open-sourceFull-stack Vercel AI SDK patterns for shipping real AI apps

SpecialistCustom software, mobile apps and AI systems built for business growth
SpecialistCustom software, mobile apps and AI systems built for business growth

Free / Open-sourceAI consulting and implementation that ships working systems in ten days
Free / Open-sourceAI consulting and implementation that ships working systems in ten days

AI consulting that takes enterprises from strategy to production
AI consulting that takes enterprises from strategy to production

SpecialistManaged AI software delivery for maintaining, modernizing and extending your codebase

Tech partner for custom software and AI product development
Tech partner for custom software and AI product development

Nonprofit using AI research to tackle humanitarian and economic challenges
Nonprofit using AI research to tackle humanitarian and economic challenges