Continuous vs Single-Run Workflows: Which Mode Should You Use?

What Is the Difference Between Continuous and Single-Run Workflows?

A single-run workflow processes a defined batch of prospects through each stage (Research, Qualify, Contact) and stops when the batch is complete. A continuous workflow runs in an ongoing loop, automatically sourcing new prospects, processing them through stages, and maintaining a steady flow of qualified leads without manual intervention.

The choice between them depends on your outreach strategy, team size, and how much autonomy you want to give your AI agent.

Single-Run Workflows: Controlled and Campaign-Based

How Single-Run Mode Works

1. You define a batch of prospects (by uploading a list or specifying search criteria)
2. The workflow processes each prospect through your configured stages
3. You review results at each stage (or use auto-review)
4. The workflow completes when all prospects are processed
5. To process more prospects, you create a new run or add prospects manually

When to Use Single-Run Mode

Targeted campaigns: You have a specific list of 50-200 companies you want to reach. You want full control over who gets contacted and when. Testing and optimization: You are trying a new ICP, messaging angle, or workflow configuration. A single run lets you evaluate results before scaling. Event-driven outreach: Post-conference follow-ups, product launch outreach, or seasonal campaigns with defined audiences. Compliance-sensitive industries: Regulated industries where you need to approve every prospect before outreach begins. New to the platform: Single-run mode is the best starting point. It gives you full visibility into how the AI agent works before you grant it more autonomy.

Single-Run Best Practices

• Start with 25-50 prospects per run to evaluate quality
• Review every lead in the first 2-3 runs to train agent memory
• Compare results across runs with different targeting or messaging
• Document what works and use insights to refine your ICP
• Graduate to continuous mode once you have a proven workflow

Continuous Workflows: Always-On Prospecting

How Continuous Mode Works

1. You define your ICP criteria and workflow stages
2. The agent continuously sources prospects matching your criteria
3. Prospects flow through Research > Qualify > Contact automatically
4. Auto-review handles qualification decisions (with human oversight)
5. The workflow runs indefinitely until you pause it
6. Daily and weekly volume limits control the pace

When to Use Continuous Mode

Steady pipeline building: You need a consistent flow of 10-50 qualified leads per week. Continuous mode delivers predictable volume without manual restarts. Scaling outreach: Your sales team needs more leads than you can manually source. The agent handles prospecting while reps handle conversations. Market coverage: You want to systematically reach every company in your target market over time, not just hand-picked targets. Freeing up time: You want to spend time closing deals, not researching prospects and managing campaigns. Mature workflows: You have trained the agent memory with 100+ reviews and trust the AI's qualification decisions.

Continuous Mode Best Practices

• Set daily limits — Define maximum leads processed and emails sent per day
• Configure auto-review thresholds — Start conservative (high confidence required) and loosen over time
• Schedule weekly audits — Review a sample of auto-approved leads each week
• Monitor metrics daily — Watch accept rates, reply rates, and bounce rates
• Adjust ICP criteria — Refine targeting based on which leads convert

Side-by-Side Comparison

Transitioning from Single-Run to Continuous

Most teams follow this progression:

Phase 1: Learn (Weeks 1-2)

• Run 2-3 single-run workflows with 25-50 prospects each
• Manually review every output
• Accept and reject leads to build agent memory
• Test different ICP criteria and messaging

Phase 2: Validate (Weeks 3-4)

• Run larger single-run batches (100-200 prospects)
• Enable auto-review with conservative thresholds
• Verify auto-review decisions match your judgment
• Fine-tune qualification criteria based on results

Phase 3: Transition (Week 5)

• Enable continuous mode with conservative daily limits (10-20 leads/day)
• Keep auto-review at conservative settings
• Review all flagged leads and spot-check auto-approved ones
• Monitor deliverability and response metrics closely

Phase 4: Scale (Week 6+)

• Increase daily limits to target volume
• Relax auto-review thresholds as confidence grows
• Shift to weekly audits instead of daily reviews
• Focus your time on responding to interested prospects

Volume and Credit Management

Single-Run Cost Predictability

In single-run mode, costs are predictable:

• You know exactly how many prospects are in the batch
• Each stage has a known credit cost
• Total cost = (number of prospects) x (credits per stage)

Continuous Mode Budget Controls

In continuous mode, AutoReach provides budget controls:

• Daily credit limit — Maximum credits the workflow can spend per day
• Weekly credit limit — Maximum credits per week (overrides daily if needed)
• Monthly budget — Hard cap on monthly workflow spending
• Per-lead cost tracking — See how many credits each lead consumes

"Start with daily limits that match your review capacity. If you can review 20 leads per day, set your continuous workflow to produce 20 leads per day. Scale up as your comfort and trust increase." — AutoReach Team

Hybrid Approaches

You do not have to choose one mode exclusively. Many teams use both:

Strategy 1: Continuous Base + Targeted Campaigns

• Continuous mode for steady pipeline building (broad ICP)
• Single-run campaigns for targeted account lists (specific companies)
• Different messaging and approaches for each

Strategy 2: Continuous for Discovery + Single-Run for Follow-Up

• Continuous mode identifies and qualifies leads
• Single-run workflows handle multi-touch sequences for qualified leads
• Separates discovery from engagement

Strategy 3: Multi-Market Coverage

• Continuous workflow for your primary market
• Single-run workflows for testing new markets or verticals
• Graduate successful test markets to continuous mode

FAQ

Can I switch between modes on the same workflow?

Yes. You can switch any workflow between single-run and continuous mode. Agent memory and configuration are preserved across mode changes.

How many continuous workflows can I run simultaneously?

There is no hard limit, but each continuous workflow consumes credits independently. Most teams run 1-3 continuous workflows targeting different segments.

What happens if I hit my daily credit limit?

The workflow pauses for the day and resumes the next day. No leads are lost — they are queued for processing when credits are available.

Can I run continuous mode on a free plan?

Continuous mode is available on all paid plans. Free plans support single-run workflows to let you evaluate the platform before committing to continuous operation.

How do I know when I am ready for continuous mode?

When your agent's auto-review decisions align with yours at least 75% of the time and you are consistently approving leads without significant edits. Typically this takes 2-4 weeks of active use in single-run mode.

Choosing the Right Mode for Your Team

Choose single-run if:

• You are new to AI-powered prospecting
• You have specific, targeted account lists
• You are in a compliance-heavy industry
• You prefer maximum control over every interaction

Choose continuous if:

• You need predictable, steady lead flow
• You have trained the agent with 100+ reviews
• You trust the auto-review system
• You want to scale outreach without adding headcount

Use both if:

• You want steady pipeline plus targeted campaigns
• You operate in multiple markets or segments
• You are transitioning from manual to automated prospecting

The right choice depends on your current maturity with the platform and your business needs. Start with single-run, graduate to continuous, and use both strategically as your confidence grows.