Build Smarter with
AI & Custom Software

We turn complex operational challenges into production-ready AI agents, automated workflow pipelines,
and scalable custom web and mobile applications engineered for growth.

Services

End-to-End AI & Software Services

We turn visionary technology into production software your team and customers trust—combining
AI agents, custom engineering, and automated ERP workflows.

AI Strategy & Mapping

AI Strategy & Discovery Mapping Architecture

Identify high-ROI use cases and define a realistic, measurable AI roadmap. Our AI Strategy & Mapping process aligns technology with business goals through stakeholder discovery, KPI modeling, and data readiness assessment to ensure sustainable growth and measurable transformation outcomes.

AI UX & Product Design

Human-centered flows, prompts, and interfaces that build trust and adoption. We design intuitive AI experiences focused on transparency, usability, and engagement—helping users understand, trust, and confidently interact with intelligent systems that seamlessly integrate into their workflows for lasting impact and satisfaction.

LLM / Agent Development

LLM and Autonomous Agent Development Architecture

Domain-specific copilots and agents that plan, execute, and report. These intelligent systems are tailored to your industry, automating complex tasks, enhancing decision-making, and delivering actionable insights—empowering teams to work smarter, faster, and with greater accuracy across every stage of operations.

Data Engineering & Pipelines

Enterprise Data Engineering and Vector Pipelines

Reliable data flows from ingestion to features, built for scale and cost control. Our robust data engineering ensures clean, consistent, and efficient pipelines—enabling seamless integration, real-time analytics, and optimized performance that power scalable AI systems and sustainable business growth.

Built with modern technologies & platforms

Process

From Idea
to Production

Discover & Scope

Align on problems, data reality, and success metrics. Opportunity brief, KPI model, phased roadmap, effort/cost ranges.

3-7 DAYS

01 /03

Prototype

De-risk unknowns and validate value quickly. Clickable UX, tech spike repo, initial eval rubric, demo.

1-2 WEEKS

02 /03

Validate & Evals

Prove accuracy, usability, safety, and cost. Eval dashboard, acceptance thresholds, decision to iterate/ship.

1 WEEKS

03 /03

FAQs

Frequently Asked
Questions

What’s the typical timeline from idea to v1?

Most custom MVPs, automation pipelines, and focused AI agent modules launch within 3 to 6 weeks. For enterprise-grade platforms, full mobile apps, or extensive ERP migrations, delivery typically spans 6 to 12 weeks with working demo milestones every two weeks.

What do we need to start?

A brief summary of your business goals, target workflow pain points, and access to any relevant technical documentation or sample data. We begin with a structured discovery session to define requirements and finalize the implementation plan.

Which models/stack do you use?

We tailor the technology stack to each client's specific needs. For AI, we work with OpenAI GPT-4o, Claude 3.5 Sonnet, Gemini Pro, and fine-tuned open-source models via Ollama. For software development, we specialize in Python, Flutter, React, Node.js, Odoo ERP, and n8n.

Are model/API costs included in pricing?

Our estimates include all engineering, architecture, integration, testing, and deployment services. Third-party cloud infrastructure (AWS/GCP) and direct model API fees (OpenAI, Anthropic) are billed directly through your own accounts with zero markup, giving you complete ownership and transparency.

Build Smarter with AI & Custom Software

Discover & Scope

Prototype

Validate & Evals

Build Smarter with
AI & Custom Software