Every task in your business belongs in one of three buckets: automate it, delegate it, or do it yourself. Most founders have no system for deciding which is which. Here's the framework we use with every Jarvis client on day one.

Why this decision matters more than you think

When founders first come to Jarvis, they usually have one of two problems. Either they're trying to automate everything with AI and it keeps failing on them — customers getting bot-replies to real complaints, leads going cold because no human followed up. Or they're delegating tasks to a VA that could be handled by a $10/month automation tool, which means they're paying human rates for robotic work.

Both are expensive mistakes. The first costs you in customer trust and conversion. The second costs you in unnecessary payroll. The fix is a clear mental model for sorting tasks before you assign them anywhere.

The two-question test

Before you decide where any task goes, run it through these two questions:

Question 1: Is the output always the same if the input is the same?

If someone orders the wrong item and wants a refund, should the response always be identical? No — it depends on the customer's history, their tone, how many times this has happened, and whether saving the relationship matters more than the refund. That's a VA task.

If a new lead fills out a form and needs a confirmation email sent, should the output always be identical? Yes. That's automation.

Question 2: Would a mistake cost you a customer or just a task?

Automation mistakes are cheap when they're low-stakes. An invoice gets sent with the wrong line item — easy to fix, no relationship damage. But if AI sends a tone-deaf response to an upset client and they screenshot it? That's a reputation problem. High-stakes communication belongs with a human.

The full task matrix: 30 examples sorted

Task	Where it goes	Why
New lead form submission → CRM entry	Automate	Identical input, identical output every time
First response to a new inbound lead	VA	Tone and speed together — needs a person within 2 min
Sending weekly invoice to recurring clients	Automate	Same amount, same client, scheduled
Client asks to pause and renegotiate contract	VA	Requires judgment and relationship management
Appointment confirmation email	Automate	Templated, rule-based, no context needed
Rescheduling a VIP client	VA	Requires tone, priority awareness, relationship
Routing support tickets by category	Automate	Pattern matching, no judgment needed
Responding to a 1-star review	VA	Brand voice + de-escalation — high stakes
Instagram DM: "what's your price?"	VA	Could be a lead — needs qualifying, not a template
Email newsletter send	Automate	Batch send, no decision per recipient
Following up on an overdue invoice	VA	Tone matters — some clients need a nudge, others a call
Sending a payment reminder (first notice)	Automate	First touch is templated, zero judgment needed
Researching a prospect before a sales call	VA	Requires synthesis, context-reading, prioritization
Pulling a weekly revenue report	Automate	Same data, same format, scheduled
Reading the report and flagging what's wrong	VA	Requires understanding what matters vs what's noise
Scheduling social media posts	Automate	Publish at a time, no judgment needed
Responding to comments on social posts	VA	Brand voice, community building, relationship
Updating a lead status in CRM after a call	VA	Requires listening to context, not just checking a box
Sending a standard onboarding email sequence	Automate	Same sequence, same triggers for all new clients
Checking in with a client who's gone quiet	VA	Templated check-ins get ignored — needs genuine tone
Processing a refund that meets criteria	Automate	Rule-based, clear criteria, no edge cases
Handling a refund dispute	VA	Customer is upset — relationship repair required
Booking a meeting from a calendar link	Automate	Fully handled by Calendly, no human needed
Deciding which meetings are worth your time	VA	Requires understanding your priorities and context
Generating a client report from data	Automate	Template + data = report, every time
Writing the executive summary for that report	VA	Requires interpretation and communication judgment
Sending a follow-up 48hrs after no reply	Automate	Time-based trigger, templated message
Writing the follow-up when context matters	VA	Why they haven't replied affects what you say
Logging an expense receipt	Automate	Structured input → structured output
Categorizing an expense that's ambiguous	VA	Business context determines the right category

The pattern you'll notice

Look at the VA column. Almost every task in it has one of three things in common: it involves a real relationship, it requires reading context the system doesn't have, or a mistake would cost more than money.

Look at the automation column. Almost every task in it is rule-based, templated, or time-triggered. The machine knows exactly what to do because you've already decided what the right output is.

Automation is decision execution. A VA is decision making. Once you see it that way, sorting your task list becomes obvious.

How Jarvis combines both

Every Jarvis client gets both layers. We use Durable — an automation platform with 50+ integrations — to handle all the rule-based execution: routing, triggering, logging, scheduling. Your VA handles everything that requires judgment, context, and relationship.

In practice, a task often flows through both. A new lead comes in. Durable auto-tags them by source and triggers an alert to the VA. The VA responds within 2 minutes in the founder's voice, qualifies the lead, and books the call. Durable logs the outcome and triggers the onboarding sequence when the deal closes. The founder never touches it.

Where to start

Take 20 minutes this week and list every task you or your team does in a day. For each one, ask: "Does this require a real decision, or is it always the same if the input is the same?" Sort them into two columns. The automation column becomes your Durable setup. The VA column becomes your day-one hire brief.

That's the exercise we walk through with every new Jarvis client on the first call. Most founders are surprised how many tasks fall into automation — and how much more clearly they can see what they actually need a VA for.