LogicWeave

AI automation systems built for production

I design, build, and repair AI agents, integrations, and the cloud infrastructure they run on, for teams that need them to hold up after launch.

  • Custom AI agents and business automation
  • API and internal system integration
  • Cloud and on-premises deployment
  • Fixed-price review to make an AI workflow cheaper and better
Click to explore
Controlled data access

A ~$7K/year access quote replaced with ~$40/month on AWS

~$6.5K/yr
Modeled savings
~$480/yr
AWS cost vs. ~$7K quote

What I owned: the approved data boundary, guarded refresh, private read-only layer, and access rules tested before rollout.

Production safeguard: if an update fails, the last good copy stays available.
Read the case study
Client campaign portal

A client portal for 32 clients with no per-seat licensing

~$8.1K/yr
Modeled savings
~$590/yr
Hosting vs. ~$8.7K Airtable

What I owned: the client-scoped calendars, bounded review actions, revocable client links, and the handoff back into the agency workflow.

Production safeguard: a shared client cannot reassign a campaign to another client or delete campaigns.
Read the case study
Campaign workflow capacity

1,253 campaign approvals prepared across six months

~100 hrs/mo
Manual prep automated
1,253
Approvals in six months

What I owned: the approval gate, client-context gathering, brief and draft generation, validation, and task handoff.

Production safeguard: if a step fails, it is flagged for someone to resolve; generated material stays in draft until a person reviews it.
Read the case study
5.0Upwork rating, every review five stars
50+Systems running in production across three clients and my own company
3 cloudsLive services on AWS, Azure, and GCP
AWS certifiedAI Practitioner and Cloud Practitioner

Two ways to work with me

A fixed-price review of a system you already run, or a scoped build from scratch.

Custom AI & automation

For a system you need designed and built

Agents, integrations, backend services, and cloud infrastructure, designed around the tools your team already uses and handed over with documentation.

Includes

  • Scope and acceptance criteria agreed before the build
  • AI agents with bounded tools, APIs, and data pipelines
  • Deployed in your cloud or on-premises environment
  • 30 days of post-launch support
  • Full ownership of code, workflows, and documentation

Quoted per projectScope first, then a fixed quote

Tell me about your project

Not sure which fits? Book a 30-minute call and we will work it out together.

How it works

Three steps, whichever way we start.

  1. 01

    Tell me about the system

    A 30-minute call on what it should do, where it falls short, and what access, logs, or examples exist. No proposal until we both know the shape of the work.

  2. 02

    Get a scoped plan

    For an existing workflow, the one-week review measures it, tests two better options, and recommends one. For a build, you get a fixed quote with acceptance criteria before anything is written.

  3. 03

    Ship, then keep it running

    Work is deployed in your environment with documentation and a handover. Builds include 30 days of post-launch support; ongoing care is scoped separately.

Proven results on Upwork

Genuine reviews from completed projects. Client names are withheld for privacy.

See all reviews on Upwork
Collin is just ridiculously good. Truly spectacular freelancer. He built two AI agents for us that are just awesome. We thought they we're going to take twice as long and be half as good as what he was able to do. If you need help building AI agents, or anything AI, he gets my absolute top rating. Can't recommend him highly enough. My goal is to get enough revenue to hire him full time, which should tell you what you need to know.
AI agent build
Nov 27, 2024 – Jan 13, 2025 · 5.0 · Upwork
Collin really is incredible. Look at my last review. This guy just built another killer n8n vertical AI SaaS for me that I think has massive B2B potential. I wish I had the money to hire him to just work for me only. Maybe if this app hits I can. But I can tell you he's gold if you're looking to build anything AI and automations, n8n, flowise, anything like that.
Vertical AI SaaS build
Jan 20 – Jan 29, 2025 · 5.0 · Upwork
Collin was extremely attentive to what I needed and helped work through the different pieces of software, making sure they were set up. He was capable of solving issues across multiple different automation tools, suggested some that were better for me, and helped work with my current setup. I'm hoping to continue working with Collin to streamline my business and workflows.
Messaging and chat integration
Jan 16 – Jan 20, 2025 · 5.0 · Upwork
Collin gave me and my team an excellent introduction to N8N. We're excited to continue working with Collin and have already asked him back to take on the next project!
AI agent training for an enterprise team
Mar 9 – Apr 11, 2025 · 5.0 (2 reviews) · Upwork
Happy to have worked with Collin! He has an exceptional ability to quickly grasp complex topics and consistently delivers reliable, well-thought-out solutions. I'm already looking forward to the next opportunity to work with him!
Chat-based AI agent
Jan 22, 2025 · 5.0 · Upwork
I had a great experience working with Collin on my email automation project. He was professional, efficient, and delivered exactly what I needed. His expertise in automation was evident, and he ensured everything worked seamlessly.
Email automation
Feb 18 – Mar 8, 2025 · 5.0 · Upwork
Collin Gates
Collin GatesProduction AI and cloud systems consultantFounder, LogicWeave · Canandaigua, NY

Who you would be working with

I work directly with you from the first call through handover; there is no team behind the site. I have shipped more than twenty client systems on Upwork with a five-star history, and I lead development for a company running AI voice assistants at about a thousand calls a week.

My range covers AI agents with bounded tools, API integrations, databases and access control, containers, and deployment across AWS, Azure, and Google Cloud. Every figure on this site is labeled as quoted, estimated, or modeled.

Questions people ask first

Yes. You receive full ownership of the workflows, agents, documentation, and project-specific code. Third-party platforms remain under their own licenses.
Yes. I design around the cloud platforms, internal systems, databases, and SaaS tools you already use, and I review the constraints before finalizing scope.
You get the measurements, the tested options, and a recommendation. Making the change is quoted separately, and half the review fee comes off if I make it within 30 days.

Start with a 30-minute call

Tell me what your system should do and where it falls short. We will work out whether a review or a build is the right next step.