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Software DevelopmentWeb applications, mobile apps, websites, portals, product recall platforms and APIs, built and run by one senior team.AI and AutomationProduction AI systems, custom and fine-tuned models, and MCP servers that connect assistants to your data.Shopify and WebflowApps, integrations and custom builds on the platforms your store or site already runs on.Cloud and SecurityAWS infrastructure, release pipelines, security engineering and independent audits.Brand and ReputationKnow what is being said about your brand across social media, reviews and the web, and act on it.
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AI and Automation

AI development services for production systems

We build AI that works in front of customers and inside your operations: LLM integrations, retrieval over your own content, agents, custom AI models with fine-tuning and training, and MCP servers that connect assistants to your systems.

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3 services

AI and Automation services we deliver.

Production AI systems, custom and fine-tuned models, and MCP servers that connect assistants to your data.

AI Development

Our AI developers build production AI systems on Claude and other leading models, train and fine-tune custom models on your data, and bring your team up to speed so AI becomes a capability you own.

About ai development

AI Model Development

We build custom AI models for your business: fine-tuning and training on your own data, and private AI that runs on infrastructure you control.

About ai model development

MCP Server Development

We build custom MCP servers, Claude skills and plugins that give AI assistants safe, useful access to your product and your data.

About mcp server development

Proof in production

Products we built with this work.

We run these ourselves, so the engineering behind this service is tested on our own customers every day.

AI sales & support

ConvertPilot AI

AI sales agent that learns your catalog, answers product questions, captures leads, and hands off to your team. Unified inbox across chat, email, and WhatsApp.

Explore ConvertPilot AIVisit the website
SEO + AI visibility

SearchLift AI

Audit and fix your site for search and AI, then monitor what AI assistants say about your business. Rank on Google and get cited by AI.

Explore SearchLift AIVisit the website
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How a project runs

From first call to production.

Step 1 of 4

Discovery call

Every project begins with a free technical discovery call. We analyze your architecture, constraints, and business goals.

.01
Step 2 of 4

Roadmap and blueprint

Within 48 hours you get a detailed project roadmap and technical blueprint, tailored to your system.

.02
Step 3 of 4

Design and build

One senior team handles design and build, on automated CI/CD pipelines from day one.

.03
Step 4 of 4

Release and support

Zero-downtime deployment, then 24/7 monitoring and ongoing support from the same team.

.04

More from the same team

Other service areas

Software Development

Web applications, mobile apps, websites, portals, product recall platforms and APIs, built and run by one senior team.

Shopify and Webflow

Apps, integrations and custom builds on the platforms your store or site already runs on.

Cloud and Security

AWS infrastructure, release pipelines, security engineering and independent audits.

Brand and Reputation

Know what is being said about your brand across social media, reviews and the web, and act on it.

Tell us what you need.

A senior engineer will scope it with you and reply with timeline and cost.

Talk to an engineerSee our work