--- title: "AI Automation Consulting & Bespoke AI Solutions | OneGTM" description: "OneGTM builds bespoke AI solutions and AI workflow automation: agents and automations wired into your CRM, data, and tools, then handed to your team." url: https://getaob.com/ai-automation-consulting --- # AI automation consulting and bespoke AI solutions OneGTM does **AI automation consulting** the hands-on way: we design and build **bespoke AI solutions**, agents and **AI workflow automation** connected to your CRM, data, and tools, and hand them to your team to run. It is the build side of [AI transformation](https://getaob.com/ai-transformation). By [Garrett Wolfe](https://garrettawolfe.com), founder of OneGTM. Updated September 21, 2026. Key takeaways - Bespoke beats off-the-shelf when a workflow depends on your data, your rules, and several tools at once. - Most AI automation is plumbing: getting the right data to the model and the output to the right place. - n8n, Clay, and AI coding agents like Claude Code make custom builds fast enough for mid-size budgets. - Every system ships with an owner, documentation, and a way to check output quality. ## What we build ### AI agents Agents that research, classify, draft, and update records, with clear limits and human review where it matters. ### Workflow automation n8n and native automations that move data between CRM, email, Slack, docs, and databases. ### AI integrations Claude and OpenAI models connected to your CRM, knowledge base, tickets, and product data. ### Custom internal tools Lightweight apps and dashboards built with AI coding agents when no product fits. ### Data pipelines Enrichment, transformation, and sync jobs that keep AI systems fed with current data. ### Document and inbox processing Reading, extracting, and routing information from emails, forms, PDFs, and call transcripts. ## Bespoke AI solutions vs. off-the-shelf AI tools | | Off-the-shelf AI tool | Bespoke AI solution | | --- | --- | --- | | Fit | Generic workflow | Your workflow, rules, and data | | Speed to start | Days | Weeks | | Integration | Limited to built-in connectors | Whatever your stack needs | | Ownership | Vendor holds the logic | You own the code, prompts, and accounts | | Best for | Common, standardized tasks | Workflows that are core to how you operate | Often the answer is both: an off-the-shelf tool for the standard parts, and a custom layer for the rest. Want this built for your team? Tell me what you're trying to fix. The call is with me, and I'm the one who'd build it. Book a call with Garrett ## Where we start OneGTM started in go-to-market, so revenue workflows are where we move fastest: research, enrichment, routing, outreach drafting, and CRM automation. See [AI for GTM](https://getaob.com/ai-for-gtm). The same building blocks apply to operations, recruiting, customer success, and finance workflows: intake, triage, extraction, drafting, and updating a system of record. If a workflow is repetitive, text-heavy, and spread across tools, it is a good candidate. ## How an AI automation project runs 1. **Scope one workflow** with an owner and a before-and-after metric. 2. **Map the data** the automation needs and where its output should land. 3. **Build a working version** in one to three weeks, with human review turned on. 4. **Evaluate** output on real cases, fix edge cases, and document it. 5. **Hand over** to the owner, with training. See [AI enablement](https://getaob.com/ai-enablement). ## Comparing AI automation agencies AI automation agencies range from solo n8n builders to engineering firms with forward deployed teams. The [AI transformation partners map](https://getaob.com/ai-transformation-partners) compares the main types and names, and covers how to choose between them. ## AI automation consulting FAQ ### What does an AI automation consultant do? An AI automation consultant finds workflows that AI can speed up, then designs and builds the agents and automations to do it, connected to the company's data and tools. OneGTM builds these systems hands-on and hands them over to the client's team. ### What are bespoke AI solutions? Bespoke AI solutions are AI systems built for one company's specific workflows, data, and rules, rather than off-the-shelf AI products. They usually combine AI models such as Claude or GPT with automation tools, integrations, and custom code. ### Is OneGTM an AI automation agency? Yes. OneGTM is an AI-forward GTM engineering agency that also runs AI automation and AI transformation deployments. Work starts with revenue teams and extends to operations workflows. ### What tools do you use for AI workflow automation? Common building blocks are n8n, Clay, Anthropic's Claude and Claude Code, OpenAI models, and the client's CRM and databases. Tools are picked per workflow, and clients own the accounts. ### How long does an AI automation project take? A single workflow usually reaches a working version in one to three weeks, then a short period of evaluation and tuning before handover. Have a workflow that eats hours every week? That is where we start. ## Related - [AI transformation agency](https://getaob.com/ai-transformation): Readiness assessment, a 90-day roadmap, builds, and training. - [AI enablement and training](https://getaob.com/ai-enablement): Hands-on Claude and AI training that sticks after the workshop. - [AI sales automation](https://getaob.com/ai-sales-automation): Account research, follow-up, and CRM hygiene handled by AI your reps will use. - [Claude Code for GTM](https://getaob.com/claude-code-gtm): Custom GTM tooling, data pipelines, and internal apps built with AI coding agents. - [Top AI transformation partners](https://getaob.com/ai-transformation-partners): Consultancies, AI-native builders, and automation agencies compared. ## Scope an AI automation Tell us what you're building. We reply the same day. Book a call at [getaob.com/#contact](https://getaob.com/#contact) or email [team@getaob.com](mailto:team@getaob.com).