Uplift Your Existing Workflows

Already running automations in Zapier, Make, n8n, or similar tools? I can add AI capabilities to what you already have — no need to rebuild from scratch.

Why not just build everything from scratch?

You don't have to. If you already have workflows running — even basic ones without any AI — there's often more value in upgrading them than replacing them. Your existing automations represent real business logic that's been tested and refined. Uplift keeps that foundation and adds intelligence on top.

What uplift looks like

Add AI classification to existing data flows

Your Zapier workflow already captures form submissions? Add an AI step that classifies, prioritizes, and routes them intelligently — without touching the rest of the pipeline.

Replace static rules with dynamic reasoning

Swap hardcoded if/else logic for LLM-powered decision-making. Handle edge cases your rules can't anticipate. Keep the workflow structure, upgrade the brain.

Add natural language interfaces

Put a chatbot in front of your existing automation. Let users trigger workflows, query data, and manage processes through conversation instead of forms and dashboards.

Integrate MCP or API connections

Extend your automations with new integrations — connect to systems that weren't accessible before, or replace brittle API calls with structured MCP servers.

Add monitoring and alerting

Augment existing workflows with AI-powered anomaly detection, quality checks, and intelligent alerting that goes beyond simple threshold triggers.

When to uplift vs. rebuild

Uplift when your existing workflows work but need to be smarter, faster, or more capable. When the business logic is sound but the execution is limited.

Rebuild when the fundamental architecture doesn't support what you need — when you need persistent agents, complex state management, or capabilities that can't be bolted on.

I'll be honest about which approach makes sense for your situation.

Engagement

Working with me on an uplift

AI added where your existing automations hit their limits, without rebuilding what already works. If a rebuild is the better answer, I'll say so.

Who it's for

  • Teams with working Zapier, Make or n8n flows that need judgement steps
  • Rule-based routing that breaks on cases nobody anticipated
  • Automations that would be more useful with a chat or MCP interface
  • Teams who want AI added without a migration

What you get

  • An audit of your existing automations and where AI helps
  • AI steps (classification, extraction, reasoning) added in place
  • MCP or API connections where needed
  • Monitoring and alerting on the new steps
  • Cutover plan and documentation

What I need from you

  • Access to the automation platform and connected tools
  • Examples of where the current flows fail
  • Constraints on data and hosting
  • A process owner

How it runs

Typically 8–12 weeks.

  1. Weeks 1–2

    Audit

    Review what runs today and where it falls short.

  2. Weeks 2–3

    Architecture

    Decide what to uplift and what to leave alone.

  3. Weeks 3–9

    Build

    Add AI steps alongside the current flows.

  4. Weeks 8–12

    Cutover

    Switch over with monitoring, then hand over.

Fixed price

Scoped after a workflow review (from around $3,500, credited to the build), then quoted as a fixed price paid against milestones.

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