FForklift
Explore verified sandbox

For engineering leaders evaluating governed operations

Inspect the synthetic workflow before a live source is in scope.

Forklift resolves an allowlisted sprint-metrics capability against synthetic data. Configured authentication requires a second verified identity for approval, and production execution remains blocked until a durable worker exists.

Evidence before claims

What this page is—and is not—promising

Verified today: a bounded synthetic metrics workflow with explicit definitions, identity-bound approval, and no customer connectors.

Resolver status

executable

Grounded in catalog entry sprint_metrics.

Data boundary

Operational data without personal or regulated records.

Economic buyer

CTO, VP Engineering, or platform lead

Why now

The conditions that make the workflow worth examining

These are discovery signals, not proof that Forklift has delivered the outcome for a customer.

Common triggers

  • Teams dispute metric definitions
  • Delivery slows without a shared baseline
  • Incident actions are recorded but not closed
  • Leaders need evidence before claiming an AI productivity change

Observable symptoms

  • Two dashboards disagree and both appear plausible
  • Metric definitions live in privately owned queries
  • No approved baseline exists
  • Improvement actions lose ownership after review

First artifact

Verified Synthetic Metrics Workspace

Available now as a bounded, synthetic-only demonstration

  • Versioned metric definitions
  • DORA-aligned measures calculated from a synthetic fixture
  • Organization and task ownership records
  • Identity-bound invitation and independent approval
  • Verification evidence without customer-system mutation

Governed progression

Prove the control loop before increasing authority

Every engagement progresses through explicit gates. Natural language expresses intent; it never grants production authority.

1. Diagnose

Confirm the repeated problem, owner, systems, data, decision rights, baseline, and economics.

2. Observe

Use interviews, fixtures, or controlled exports before requesting a read-only connector.

3. Control exceptions

Give bounded exceptions owners, deadlines, approvals, and reconciliation evidence.

4. Prove

Measure the agreed result against the approved baseline and preserve provenance.

5. Automate selectively

Permit only cataloged, tested, reversible actions under the exact approved plan.

6. Operate or stop

Monitor cost, health, incidents, recovery, upgrades, and exit—or record why the hypothesis failed.

Proof metrics

Agree on the baseline before claiming improvement

A metric becomes evidence only when its definition, source, window, owner, and comparison baseline are approved.

Change lead time
Deployment frequency
Time to restore service
Change fail rate
Incident recurrence
Review-action closure rate

Hard boundary

What remains outside this engagement

These exclusions are commitments. Changing one requires a new classification, plan, review, and approval—not an expanded prompt.

  • Production execution before the durable worker boundary exists
  • Writing to source control, CI, or incident tools
  • Individual performance scoring
  • Claiming gains without an approved baseline and measured result

Commercial entry

Verified synthetic sandbox

The synthetic sandbox is available without production connectors. Any customer-data work receives a separate scoped proposal.

No unmeasured agent price is published.

The first written proposal identifies the work, evidence, operating obligation, and commercial terms before authorization.

Explore the verified sandbox

Questions

What buyers usually need clarified first

What can I verify today?

You can inspect the synthetic capability and its governed handoff. In configured authentication, a second verified user must accept an invitation and approve the plan. Production execution remains disabled.

Does this connect to our tools?

Not in the sandbox. Any read-only connector requires separate scope, authorization, and evidence before customer data is involved.

Will this rank individual engineers?

No. The workflow is scoped to team and system improvement and explicitly excludes employee scoring.

What does a paid deployment cost?

No agent price is published yet. Connector scope and operating terms are quoted only after requirements and measured delivery costs are known.

Adjacent outcomes

Scope the next problem without inventing a page

Unpublished outcomes route to Open Flow. They do not produce a broken page or an implied implementation claim.