
ApproveThis manages your NextBrain Integration approvals.
April 17, 2025
Integration Category: Business Intelligence
When Approval Meets Prediction
Businesses face a critical challenge today: making fast decisions without sacrificing accuracy. ApproveThis solves the first part by automating approval workflows. NextBrain tackles the second by generating AI-powered predictions. Together through Zapier, they create a closed-loop system where data-driven insights trigger approvals, and approval requests generate predictive analytics. This integration isn't about replacing human judgment – it's about arming decision-makers with context that helps them choose wisely.
What Each Tool Brings to the Table
ApproveThis acts as your digital decision router. When integrated with NextBrain's machine learning capabilities through Zapier, it becomes a gatekeeper that only escalates decisions needing human review. For example, NextBrain might predict a 92% likelihood that a marketing campaign will meet ROI targets. ApproveThis can automatically approve campaigns scoring above 85%, while flagging lower-confidence predictions for manual review. This combination reduces decision fatigue while maintaining oversight.
Key Integration Points
The Zapier connection works bidirectionally. New predictions in NextBrain can launch approval requests in ApproveThis, complete with risk scores and supporting data. Conversely, complex approval requests in ApproveThis can trigger NextBrain to analyze historical patterns and predict outcomes before human reviewers even open the request. This creates a safety net against overlooked risks or missed opportunities.
Real-World Use Cases
Marketing Campaign Approvals
A retail company connects their campaign management tool to NextBrain via API. When the AI predicts a 30% conversion rate for a new social media ad set, this triggers an ApproveThis workflow through Zapier. The marketing director receives an approval request with the prediction score, historical comparisons, and budget impact calculations. ApproveThis' calculated fields automatically highlight if the predicted CPA stays below $25, meeting the auto-approval threshold.
Financial Forecasting Reviews
An accounting team uses NextBrain to predict quarterly cash flow based on accounts receivable data. When predictions show a potential 15% shortfall, ApproveThis routes the forecast to both the CFO and external auditors. The system uses sequential approval groups – auditors must review first, then internal leadership. Vacation delegation ensures substitute reviewers get automatically assigned if key approvers are unavailable.
Inventory Procurement
A manufacturing firm's ERP system feeds sales data into NextBrain. The AI predicts raw material needs for Q3, triggering an ApproveThis procurement request when inventory levels are forecast to drop below safety stock. The approval workflow includes supplier quotes, sustainability metrics, and predicted delivery timelines. Procurement managers can approve directly from email, even if they don't have access to the inventory management system.
Setting Up the Integration
1. Create a Zapier account if you don't have one
2. Connect your ApproveThis and NextBrain accounts in Zapier
3. Choose your trigger event:
- "New Prediction" in NextBrain to start an ApproveThis approval
- "New Request" in ApproveThis to generate a NextBrain prediction
4. Map data fields between systems (e.g., prediction score → approval comments)
5. Set conditional logic:
- Auto-approve requests where prediction confidence >90%
- Flag predictions with conflicting variables for multi-level review
Team-Specific Benefits
For Executives
Get prediction-backed approval requests that show risk scores and success probabilities. Instead of reviewing raw data, you see AI-analyzed insights with clear approval recommendations. Real-time dashboards track decision velocity – how quickly teams respond to predicted opportunities or threats.
For Analysts
ApproveThis captures every decision made on NextBrain predictions, creating an audit trail. You can compare human decisions against AI recommendations to refine models. The integration automatically logs when predictions lead to approvals versus escalations, providing valuable feedback for model training.
For Cross-Functional Teams
External partners can participate in approvals without needing NextBrain access. A vendor receives email-based approval requests containing only relevant prediction summaries. They click approve/reject without logging into any system, while their input automatically updates both ApproveThis and NextBrain records.
Beyond Basic Approvals
While many teams start with simple prediction-to-approval automation, advanced users leverage ApproveThis' calculated fields with NextBrain outputs. For instance:
- Combine prediction confidence scores with financial impact calculations
- Use conditional thresholds to auto-approve low-risk/high-confidence items
- Apply escalation rules when predictions contradict manual inputs
These layered workflows reduce approval volumes by 40-60% for most organizations while maintaining control over strategic decisions.
Why This Integration Works
ApproveThis adds structure to NextBrain's predictive power. Instead of having AI insights sit in reports, they become actionable triggers. Approval decisions then feed back into NextBrain as training data, creating a self-improving cycle. A logistics company using this combo reduced stockout incidents by 28% in six months – not because the predictions got better, but because approvals happened fast enough to act on them.
Getting Started
Begin with high-impact, low-risk decisions:
1. Content publishing approvals based on predicted engagement scores
2. Travel request approvals tied to predicted trip ROI
3. Contract renewals guided by predicted client retention likelihood
Use ApproveThis' free trial and NextBrain's pay-as-you-go predictions to test workflows without upfront commitments. Most teams see value within 14 days – enough time to run 2-3 decision cycles.
The Future of Decision Automation
As AI models become more specialized, approval workflows must adapt in real time. The ApproveThis/NextBrain integration through Zapier represents this evolution. It's not about machines making decisions, but about creating guardrails that let human expertise focus where it matters most. Financial institutions using this approach report 50% faster loan approvals while maintaining default rates – proof that speed and caution can coexist.
Ready to transform how your organization makes decisions? Start your ApproveThis trial today, or book a custom demo to see how it works with NextBrain in your specific environment.
Integrate with NextBrain Integration and get 90 days of ApproveThis for free.
After you create a Zapier integration, please email us at support@approve-this.com with your account name and we'll add 3 months of ApproveThis to your account. Limit one redemption per account.
Learn More
Best Approval Workflows for NextBrain
Suggested workflows (and their Zapier components) for NextBrain
Create approval requests for new predictions
When NextBrain generates new predictions, this automation creates approval requests in ApproveThis to validate the outcomes. It helps ensure that predictions are reviewed and approved before further use. *Note: Adjust field mappings between prediction data and approval request details as needed.*
Zapier Components

Trigger
On New Prediction
Triggers when a model generates a new prediction.
Action
Create Request
Creates a new request, probably with input from previous steps.
Create predictions for new approval requests
When a new approval request is initiated in ApproveThis, this integration triggers NextBrain to create a prediction based on the request details. It accelerates decision-making by linking the approval process with AI-driven predictions. *Note: Ensure proper data field alignment between the request and prediction inputs.*
Zapier Components
Trigger
New Request
Triggers when a new approval request workflow is initiated.

Action
Create Prediction
Creates a prediction in NextBrain
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