MARAIN

Services

From opportunity to a running system.

Five stages, one spine — from a paid audit that finds the leverage, to automations and AI systems your team actually runs. Public, private, or hybrid, chosen per workload.

The value ladder

Assess → Architect → Build → Operate → Enable.

01

Assess

Find the leverage.

A paid Opportunity Audit maps your processes, quantifies where time and money leak, checks your data-privacy posture and AI readiness, and returns a roadmap ranked by ROI and effort.

A scored opportunity map + a 90-day plan.

02

Architect

Design the right system.

What to automate, which model, where it runs, how data is governed. We place each workload on the public → hybrid → private path and design topology, integrations, security, and evaluation up front.

An architecture doc, implementation plan, and cost model.

03

Build

Ship it for real.

Workflow automation, public and hybrid AI systems, private deployments, knowledge assistants, and agents — built, documented, and handed over. Demoed early and often.

Working, documented, adopted systems.

04

Operate

Keep it running and improving.

We monitor, maintain, and evolve what we built — updates, model swaps, new workflows on request. Predictable, on a monthly retainer.

Uptime, monthly improvement, one number to call.

05

Enable

Hand off the capability.

Workshops and enablement so your team can run and extend the systems themselves. No lock-in of knowledge — you own what we build together.

A trained team + runbooks.

What we build

The range, not one flavor of AI.

Workflow automation

n8n workflows across your tools — CRM, email, docs, finance, support — with error handling and human-in-the-loop checkpoints.

Public & hybrid AI systems

Apps, agents, and assistants on frontier models (Claude, GPT, Gemini) with prompt & eval engineering, guardrails, and no provider lock-in.

Private AI deployment

Self-hosted, data-sovereign models on your infrastructure — for regulated data, sustained volume, or strict control.

Knowledge assistants (RAG)

Question-answering and assistants over your own documents — public, private, or hybrid, depending on data sensitivity.

AI agents

Task-completing agents wired into real systems, with guardrails and human oversight where it counts.

The menu

Productized offers.

Opportunity Audit

1–2 weeks, fixed

$3,500

Automation Sprint

2–4 weeks, fixed scope

Tailored

AI System Build — public / hybrid

2–5 weeks

Tailored

Private AI Deployment

3–6 weeks

Tailored

Knowledge Assistant (RAG)

2–4 weeks

Tailored

Managed Automations

Monthly retainer

Tailored

Enablement Workshop

1–3 days

Tailored

Fractional AI Lead

Monthly retainer

Tailored

One concrete entry point; builds and retainers are fixed-fee, quoted after your audit — so you pay for scope, not guesswork.

Managed retainers

The recurring layer — three tiers, from keeping it running to owning the roadmap with you.

Care

Monitoring, maintenance, and minor tweaks. Keep it running.

Grow

Care, plus a monthly allocation for new automations and improvements.

Partner

Grow, plus roadmap ownership, priority response, and quarterly strategy.

Not sure which you need? Start with the audit.

Two weeks, low risk, and its fee credits toward whatever you build next.