Acumo AI — Custom AI & Automations
Automate thebusywork
Your team spends hours on work a machine could do better. Acumo AI builds custom LLM integrations and automated workflows that connect the software you already use and cut repetitive, manual work — so your people spend their time on judgment calls instead of copy.
What Acumo AI does: Acumo AI builds custom LLM integrations and automated workflows that connect a business's existing software to reduce manual, repetitive work.
What's included
The pieces that turn scattered manual work into systems that run themselves.
Custom LLM integrations
AI connected to your tools and your data — automation that understands your business, not just templates.
Workflow automation
Repeatable processes run themselves: intake, follow-up, document review, reports, and approvals.
Existing tool connections
CRMs, spreadsheets, email, SMS, and internal APIs wired together with zero stack replacement.
Human-in-the-loop checks
Escalation rules that send the unusual cases to a person — automation that knows its limits.
Monitoring & reliability
Logging and alerts so a failed run gets caught fast, not a week later.
Measured impact
A defined success metric for every build — hours saved, tasks handled, errors removed.
How the build works
A clear process with checkpoints — so you always know what's shipping and when.
Scoping call (30 min)
We find the highest manual, repeatable tasks eating your team's time — and which hurts most.
Technical proposal
You get the pipeline design, the tools it connects, and a locked timeline before any work.
Build (1–4 weeks)
The LLM integration and workflow, developed and tested against your real inputs.
Launch + monitoring
Go-live with alerts and a reporting dashboard so you can see the impact from week one.
Support & expand
Optional maintenance and new automations as you find more busywork to hand off.
Time back
Automation pays off in the hours it hands back. Here's the kind of impact we ship.
Ops-heavy businesses. Lead admin, handoff, and reporting that previously took a person hours each week. Directional outcome: we replaced the most repetitive, hands-on flow end-to-end, so the measured task that used to consume staff time stopped bottlenecking the team.
Overworked internal teams. Teams that couldn't afford to stretch any further. Directional outcome: a pipeline that handles incoming requests, logs them into the right system, and flags the edge cases for a human — cutting the manual data entry that used to slow everything down.
Automation questions
What businesses ask before handing processes to AI.
What kinds of processes can you automate?
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Nearly any repeatable, rules-based process — intake and data entry, lead routing, document review, report generation, CRM cleanup, and notifications between your existing tools. Acumo AI starts with the workflows that eat the most staff hours.
Do we need special hardware or training?
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No. Acumo AI plugs automation into the tools you already use — email, CRMs, spreadsheets, calendars — so your team keeps working the way they do today, just without the busywork.
Can you connect our proprietary software or custom APIs?
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Yes. Acumo AI builds custom LLM integrations that connect to proprietary software and private APIs, not just off-the-shelf apps. If a system has an API, it can be automated.
What's the difference between this and off-the-shelf automation tools?
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Off-the-shelf tools only connect pre-built platforms with simple rules. Acumo AI builds custom pipelines and AI models that handle exceptions, unstructured input, and your own data. That's what makes them actually usable in production.
How do we measure whether the automation worked?
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Every automation ships with a baseline and a measurement: hours saved, tasks completed, or errors removed. Acumo AI defines the success metric up front and reports on it after launch, so you can see the return.
Stop doing it twice
Book a free 30-minute scoping call for your automation project. We'll find the workflow worth automating and show you the impact — no obligation.
Book a free automation scoping call ↗