Inputs, actions, approvals, cost, and diagnostics stay attached to one execution.
Reusable AI workbench.
Launch a task, inspect the run, preview the result, and save only the context your workspace should reuse.
No credit card. 200 free runs. Bring Your Own Provider or use ours.
Produced files open as previews first, with source context and clear next actions.
Run-owned files become reusable only when someone saves them to the workspace Library.
01 Proof
Start with the run result.
One finished run should show what the agent used, what it produced, what it cost, and what still needs a person.
Lead enrichment run
42 accounts in. 3 usable outputs out.
42 records checked, 38 high confidence, 4 left as draft-only.
- Source
- 42-row target CSV plus approved public sources
- Output
- Enriched CSV, summary, source log
- Cost
- $8.82
- Duration
- 23m 48s
- Approval
- CRM write plan paused before writeback
- Saved
- About 3 hours of research and CRM prep
What happened
- Validated 42 input rows and separated 4 records with missing company domains.
- Read CRM account fields in view-only mode before proposing any writeback.
- Searched public sources and attached citations to high-confidence enrichment fields.
Outputs
enriched_leads.csv
CSV
Produced by run_lead_demo_042 - Lead Enrichment Playbook v2
enrichment_summary.md
Markdown
Produced by run_lead_demo_042 - Lead Enrichment Playbook v2
source_log.json
JSON
Produced by run_lead_demo_042 - Lead Enrichment Playbook v2
Decision waiting
Approve the CRM write plan for 38 high-confidence rows, deny it, or request changes before anything writes back.
Open the teardown02 Examples
Repeatable work, packaged as playbooks.
Public teardowns show inputs, action highlights, files, cost, limits, and what we would change before trusting the playbook with more work.
Research Brief Playbook
Citations table plus known-gaps result.
Brief, cited source table, gaps list.
Lead Enrichment Playbook
23m 48s run, $8.82 cost, 3 artifacts.
Enriched CSV, confidence brief, source log.
Open exampleTicket Triage Playbook
Review step before status changes.
Prioritized queue, owner suggestions, risk notes.
Invoice Reconciliation Playbook
Temporary upload, 11 exceptions, approval result.
Exception workbook, audit notes, payment hold review.
Browser QA Receipt
Receipt captured with source context.
QA receipt, evidence notes, fix list.
03 How it works
Reusable work starts as a run.
Saddler keeps the workspace model small: launch the run, inspect the result, promote useful context, then publish the repeatable path.
Run
One recorded execution with inputs, actions, approvals, usage, and diagnostics.
Result
A produced file or answer that opens for preview before reuse.
Library
Reusable context, sources, skills, memory, and saved result packages.
Agent
A published playbook that can be launched again with the same guardrails.
04 Two modes
Start personally. Add governance when the work becomes shared.
For individuals
You get
- Built-in credits
- Personal Library
- Playbook versions
- Run outputs and results
What you give up
No member management, workspace approval policy, or audit log.
For teams
You get
- Roles and invitations
- Shared Library
- Bring Your Own Provider custody
- Budgets, approvals, and audit
What you take on
More setup before playbooks can act on shared systems.
05 Trust
Trust comes from seeing the work.
Before an agent changes anything important, you should know what it used, what it did, what it cost, and what still needs a person.
Where does my data live?
Workspace-scoped records stay in the authenticated console. Public examples show only display-safe run anatomy.
Who pays for model calls?
Run usage shows cost and provider posture. Use Saddler-managed credits or Bring Your Own Provider.
Can I see what an agent did?
Run Detail records inputs, action log, approvals, produced artifacts, usage, and diagnostics.
Can I revoke access?
Setup handles readiness and repair. Organization handles governance for team workspaces.
06 Pricing
Plans describe the operating mode, not a feature maze.
Free
$0
- 200 free runs
- Starter templates
- Personal Library
- Run outputs with source context
Solo
$19 / mo
- More included runs
- Versioned agents
- Bring Your Own Provider
- Run history and artifact search
Team
$49 / seat / mo
- Shared Library
- Approval policy
- Budget posture
- Audit and owner controls
What a run costs
Operators need the cost of work, not just a seat price.