AI solutions built for your business
Custom development, real results
Custom AI solutions for your business. Chatbots, automation, data analysis, and intelligent workflows.
Every company is becoming an AI company
The question isn't if, but how fast
Companies that don't adopt AI are falling behind their competitors. But most AI adoption fails because teams don't know where to start or how to implement effectively.
The AI Adoption Journey
Success follows a proven path
Train Your Team
The first step is understanding AI capabilities. Our training programs equip your team to identify opportunities and work effectively with AI tools.
Explore AI TrainingBuild Internal Expertise
Create an internal champion or team who understands both your business processes and AI possibilities. They'll bridge the gap between technology and operations.
Implement Custom Solutions
With understanding and ownership in place, develop AI solutions tailored to your specific workflows, data, and objectives.
Why Generic AI Tools Fall Short
- Can't access your proprietary data and context
- Don't integrate with your existing systems
- Require manual work to fit your workflows
- One-size-fits-all doesn't fit anyone well
Custom AI: Built for You
- Works with your specific data and documents
- Integrates seamlessly with existing tools
- Designed around your actual workflows
- Solves your unique business challenges
What We Build
Real solutions for real business challenges
AI Assistants & Chatbots
Intelligent assistants that handle customer queries, internal requests, bookings, searches, and more - so your team can focus on high-value work.
Automated Workflows
Remove repetitive tasks from your team's plate. From report generation to data entry, decision flows to email triage - AI handles the mundane.
RAG & Knowledge Systems
Knowledge often leaves with employees. Capture institutional knowledge in searchable AI systems that make information accessible to everyone.
Data Analysis & Insights
Turn raw data into actionable intelligence. AI can identify patterns, surface insights, and generate reports that would take humans hours or days.
Content Generation
AI-powered content creation that maintains your brand voice. From marketing copy to documentation, personalized emails to social posts.
System Integration
AI that works inside your existing tools, not alongside them. We integrate capabilities directly into your CRM, ERP, or custom applications.
Your MCP, built to order.
We design. We deploy. We operate.
We operate our own MCP Gateway - 244 tools across 21 marketing platforms, live in production. We build yours the same way : with your data, your rules, your stack.
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Battle-tested in production
Our own MCP runs on Google Cloud Run, queried every day by 18+ clients. We know what breaks, what scales, and what's worth building versus what isn't.
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Plugged into your real stack
Ahrefs, GA4, Meta Ads, BigQuery, HubSpot, Notion, Lemlist, your internal APIs. We build the connectors you actually need, not a generic vendor demo.
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Claude Desktop, Claude Code or your own agent
Your MCP works with Anthropic's clients out of the box - and with any custom agent you decide to build on top. No lock-in.
Your stack, orchestrated.
From Google Ads to Lemlist through BigQuery : we build MCPs and automations on top of the tools you already rely on. Here's what we operate in production today.
Google Ads
Paid MediaGoogle Ads
Adjust budgets, create ad groups, export search terms
Meta Ads
Paid MediaMeta Ads
Audiences, creatives, conversions, budget pacing
LinkedIn Ads
Paid MediaLinkedIn Ads
B2B campaigns, sponsorships, performance metrics
Google Analytics 4
DataGoogle Analytics 4
Traffic, events and conversions by source
Search Console
SEOSearch Console
Clicks, impressions, CTR by country and device
BigQuery
DataBigQuery
Query multi-account, detect anomalies, automate reports
Tag Manager
DataTag Manager
Create tags, triggers, variables across accounts
Ahrefs
SEOAhrefs
Backlinks, domain rating, keyword explorer, audit
Lemlist
SalesLemlist
Launch campaigns, enrich leads, CRM webhooks
Airscale
SalesAirscale
Find emails, phones, LinkedIn profiles at scale
ClickUp
OpsClickUp
Tasks, time tracking, docs, sprints, custom fields
Notion
ContentNotion
Databases, relations, wikis, client knowledge bases
Gmail
ContentGmail
Search, drafts, reply with thread context
Google Drive
ContentGoogle Drive
Files, folders, sharing, uploads, shared drives
Sheets
ContentSheets
Read and write configs, briefs and reporting dashboards
Docs
ContentDocs
Generate reports, update content, template exports
Slides
ContentSlides
Replace text, export slide decks from data
Calendar
OpsCalendar
Create events, freebusy, multi-calendar scheduling
n8n
Opsn8n
Build, version and run workflows from Claude
Render
OpsRender
Deploy services, env vars, logs, suspend & resume
Three ways to get your MCP into production.
Fixed scope, fixed timeline, fixed price. We ship working MCPs - not slide decks.
MCP Starter
One focused MCP, 3 to 5 connectors, deployed to your cloud. Ideal to unlock a specific workflow (reporting, lead enrichment, campaign ops).
- Discovery workshop + use case scoping
- 3-5 custom tools built and tested
- Deployment to Cloud Run, Render or your infra
- Claude Desktop / Claude Code setup for your team
- Technical handover + 2 weeks of support
MCP Production
Multi-source MCP with authentication, error handling, monitoring and CI/CD. Ready for daily use across your team.
- Architecture review + multi-tenant auth model
- 10-15 custom tools across your stack
- Monitoring, logging and error alerting
- CI/CD pipeline + versioning workflow
- Team training + runbooks
- 1 month of post-launch support
MCP Enterprise
Production-grade MCP for enterprise IT. SSO, granular permissions, audit trails, SLA. Built to pass security reviews.
- SSO integration (Okta, Azure AD, Google Workspace)
- Role-based access control + audit log
- Multi-tenant isolation
- Private deployment (VPC, on-prem option)
- Security review + documentation for IT
- Quarterly roadmap + SLA
Custom Solutions, Not Off-the-Shelf
Every project is unique because every business is unique
We don't have pre-built solutions waiting on a shelf. Every AI project starts with understanding your specific challenges, workflows, and objectives. That's why we work on a custom quote basis.
Problem-First
We start by understanding the real business problem you're trying to solve. AI is a tool, not a goal - it has to deliver measurable value.
Model-Agnostic
We use whatever AI model fits best - OpenAI, Anthropic Claude, Google Gemini, or open-source. The choice depends on your needs, not our preferences.
Secure by Design
Security isn't an afterthought. We build with guardrails from day one, support private deployments, and ensure compliance with your requirements.
No Black Boxes
We train your team on how the automation works. You'll know where to update prompts, adjust workflows, and maintain the system.
How We Work
Discovery Call
We discuss your challenges, identify potential use cases, and assess feasibility. No commitment required.
30-60 minDeep Dive & Proposal
If there's a fit, we analyze your workflows in detail and create a custom proposal with scope, timeline, and investment.
1-2 weeksProof of Concept
For complex projects, we often start with a PoC to validate the approach and demonstrate value before full development.
2-4 weeksDevelopment
Iterative development with regular check-ins. You see progress throughout, not just at the end.
2-4 monthsLaunch & Optimize
We deploy, train your team, and monitor performance. Real-world usage reveals optimization opportunities.
OngoingTechnologies We Work With
Trusted by Industry Leaders
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Our AI Resources
Deep-dive articles to master AI in your organization
How to Train Your Team on AI
Scalable methods and use cases for building AI capability.
Building AI Agents with n8n
The complete 2026 guide to autonomous AI workflow automation.
Claude Code: Developer Productivity
Master Anthropic's agentic CLI tool for 3-10x faster coding.
Ready to take your digital activity to the next level?
Try the anti-agency model for a ride. No long-term commitments, just results.
Frequently Asked Questions
Everything you need to know about AI Development
Off-the-shelf AI tools often don't fit specific business processes or integrate with existing systems. Custom AI development creates solutions tailored to your exact workflows, data, and objectives - automating repetitive tasks, extracting insights from your specific data, and connecting seamlessly with your current tools.
We develop custom AI assistants and chatbots, workflow automation systems, document processing tools, data analysis and reporting automation, RAG (Retrieval Augmented Generation) knowledge bases, and integrations with existing software. Each solution is designed specifically for your use case.
Timeline depends on complexity. A proof of concept can be ready in 2-4 weeks. Full solutions typically take 2-4 months from discovery to deployment. We start with a discovery phase to understand your needs before providing a detailed timeline and quote.
Not necessarily. We can work with your existing documents, CRM data, or help you structure the data collection process. Many projects start with analyzing what data you have and determining what additional data would be valuable.
We're model-agnostic and select the best fit for your needs: OpenAI GPT-4, Anthropic Claude, Google Gemini, or open-source options like Mistral or Llama. The choice depends on your requirements for accuracy, cost, speed, and data privacy.
Security is built in from day one. We implement enterprise-grade security practices, can work with on-premise or private cloud deployments, and ensure compliance with GDPR and other regulations. Your data is never used to train third-party models.