Stop Burning Engineering Cycles on Low-ROI Work.

Vector Amp connects to your Jira, Analytics, and Wiki to build automated financial models for your roadmap. Prioritize based on Net Present Value (NPV), not just gut feeling or RICE scores.

Mobile Push Notifications
Project

Re-engage users with personalized alerts and updates.

vector-amp
Confluence
Notion
Mixpanel
PostHog
Linear

The Kill Switch for Bad Projects

Identify the Zombie Projects with negative ROI and reallocate resources before a line of code is written.

See the difference between 'Good Ideas' and 'Good Business'.

Density
Onboarding Flow Redesign
NPV
$413K
ROI
195%
RICE
91
In-app Subscription Upsell
NPV
$847K
ROI
320%
RICE
87
Analytics Dashboard v2
NPV
$379K
ROI
210%
RICE
82
Social Sharing Features
NPV
$156K
ROI
125%
RICE
78
Push Notification Optimization
NPV
$523K
ROI
280%
RICE
72
API Rate Limit Increase
NPV
$235K
ROI
890%
RICE
63
Dark Mode Implementation
NPV
$90K
ROI
45%
RICE
45
Proxy Metric (RICE)
Financial Metric (NPV)

White-Box Financial Modeling

We don't guess. We chain together your existing facts (retention rates from Mixpanel, dev costs from Jira) to calculate the missing variables.

Confidence:
High
Medium
Low
Sources:
Mixpanel
PostHog
Internal
Bench
Calc
AI-Generated Reasoning, Human-Verified Data

The graph is generated by AI reasoning from first principles. Every node links to your knowledge base. Benchmark data fills gaps. Low confidence nodes are flagged for review.

Challenge Any Assumption

Chat with the model to override inputs. Every change is audit-logged with full attribution and NPV impact tracking.

MIXPANEL
Free-to-Paid Rate
3.2%
INTERNAL
Monthly Users
124,500
Editable
Conversion Uplift
+40%+25%
Updated via chat
Output
Net Present Value
$498,740
-41.1% from original

What if we assume a more conservative 25% conversion uplift instead of 40%?

2 min ago

Updated the Expected Conversion Uplift from +40% to +25%. This changes: • New Conversion Rate: 4.48% → 4.0% • Added Monthly Revenue: $23,100 → $14,450 • NPV: $847,230 → $523,100 (-38.3%) The model now shows a more conservative but still positive ROI of 515%.

2 min ago

Can you also factor in a 3-month delay to the launch?

1 min ago

Added 3-month delay assumption. This affects the discount calculation: • NPV: $523,100 → $498,740 (-4.7%) • Payback Period: 4.2 months → 7.2 months The project remains financially viable with these conservative assumptions.

just now
Try:
Resolution Engine

Don't Guess. Measure.

When the model encounters uncertainty, it doesn't just shrug. It generates tracking specs and A/B test plans to get you the data you need.

High Uncertainty Detected
Derived Metric
LOW CONF
New Feature Adoption Rate
Estimated Value± 45%
12.5%
Confidence Score30%
0%50%100%

This node has high impact on NPV but relies on unvalidated assumptions.

Missing Signal

Plug this data gap

Vector Amp cannot find a baseline for this metric in your connected data sources. Implement this tracking spec to start collecting the signal.

tracking-spec.ts
// Track feature onboarding funnel
analytics.track('feature_onboarding_start', {
  user_id: user.id,
  feature: 'subscription_upsell',
  timestamp: Date.now()
});

// Track adoption completion
analytics.track('feature_adopted', {
  user_id: user.id,
  feature: 'subscription_upsell',
  time_to_adopt: elapsedTime
});
Nodes that will improve:
New Feature Adoption Rate+45% conf
Time to Value+30% conf
Feature ROI+25% conf

Ingests Your Existing Knowledge

Connects to Notion, Confluence, Mixpanel, and more. Data flows in, insights flow out.

Knowledge Base
Notion
Documents
Confluence
Documents
Google Drive
Documents
Box
Documents
Vector Amp
Processing Engine
47
DATA POINTS
6
SOURCES
Usage Analytics
Mixpanel
Events
PostHog
Events
Coming soon:JiraLinearAmplitudeSegment

Stop Guessing. Start Calculating.

Deploy Vector Amp to your team. Get consultant-grade financial models for every project decision.

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