Agent intelligence, made operational

Make every agent earn its place.

Vspindle connects your AI ecosystem and business systems, then automatically shows what Agents are doing, how well they perform, what could go wrong, the value they create, and what to do next.

Built for teams running real agents, not experiments.

Portfolio intelligence
Value signal+18.4%

Across 12 production agents

Agents ready83%

↑ 9% this quarter

Evidence coverage91%

↑ 12% this quarter

Decision signalScale Customer Recovery

High readiness · Risk-adjusted value · Observed interaction evidence

ONE SYSTEM OF RECORDEVIDENCE OVER ANECDOTEDECISIONS WITH CONTEXT

Activity is not proof of value.

When agents spread across teams, tools, and providers, their impact becomes a collage of dashboards, anecdotes, and implied credit. Vspindle creates one durable source of truth for the question every AI leader eventually faces: what should we do next?

THE VSPINDLE PRINCIPLE

An agent is only as valuable as the outcome it changes—and the evidence behind that claim.

From agent activity to decision-grade intelligence.

Vspindle connects the operational facts your organization already has, then turns them into an explainable analysis and a next action.

01

Connect

Connect AI platforms, business systems, and observability tools with only the permissions Vspindle needs.

See the signal
02

Discover

Automatically discover available resources when a provider API permits it—without inventing agents that cannot be observed.

See the signal
03

Decide

Scan, analyze risk and readiness, then make the next decision with qualified ROI, attribution, and interaction evidence.

See the signal

Six connected disciplines.
One accountable view.

01

Connections

Connect the ecosystem once.

AI platforms, business systems, infrastructure, and generic REST APIs use a shared, capability-based framework.

02

Automatic evaluation

Test what evidence makes possible.

Vspindle selects applicable quality, reliability, safety, and policy dimensions automatically.

03

Automatic simulation

Generate relevant scenarios, not busywork.

Normal, edge, tool, policy, and adversarial paths are selected from Agent evidence and capabilities.

04

Risk & readiness

Know the conditions of deployment.

Observed and simulated risks are separated, and critical risks cap readiness.

05

Progressive ROI

Start operational; graduate to business value.

Use observed Agent data first, then connect business systems to calculate outcome-aware value.

06

Decision engine

Turn evidence into an accountable next move.

Generate SCALE, OPTIMIZE, MONITOR, PAUSE, RETIRE, or BUILD with evidence and assumptions intact.

Built for durable margins

Price clarity that scales with the work.

Start with the portfolio you have today, then grow without losing visibility over AI spend. Pro, Growth, and Team are self-serve; Enterprise is custom.

Start small

Free

Try Vspindle with one active agent and a small included credit.

$0/ month
  • 1 active agent
  • $0.25 one-time credit
  • Usage billed from credits
  • Basic AI portfolio and analysis
Start free

Recommended

Pro

For independent developers, consultants, and students. Extra usage is billed from credits.

$29/ month
  • 5 included active agents
  • $2 / month included credit
  • Pay-as-you-go credits
  • Basic AI portfolio and analysis
Start Pro

For growing teams

Team

For collaborating teams. $79/month, or $71/month on annual. Extra usage is billed from credits.

$79/ month
  • 25 included active agents
  • $10 / month included credit
  • Pay-as-you-go credits
  • Team collaboration
Start Team

Build governance in

Enterprise

For large enterprises and high-compliance scenarios. Custom credit allowance.

Custom pricing
  • Custom active agent limits
  • Custom credit allowance
  • SSO / SAML & SCIM
  • Private deployment option
  • Dedicated support
Talk to sales

Model costs stay visible. The listed allowances keep core use predictable. Contact us if your usage will consistently exceed your plan’s allowance.

91%Evidence
coverage
Above target +14.2%
Causal confidence High
Synergy type Observed

The evidence is the product

Trade “we think” for a record your team can inspect.

Every key conclusion retains the observed data, method, confidence, evidence, and assumptions still in play.

  • Observed outcomes—not vanity activity
  • Confidence, source, and ownership attached
  • Clear guardrails for every recommendation
Create your workspace

Your agents are already producing signals

Turn them into your next confident decision.

Start with Vspindle