Prove your workflows did what they were supposed to do.

Lamdis helps teams verify important workflows across assistants, APIs, and downstream services — so you can see what's confirmed, what's assumed, and where evidence stops.

Book a demo See example workflow

Test in CI and staging

Simulate workflows before release. Catch broken steps before your users do.

Observe production workflows

Evaluate real interactions against your rules. Route failures to reviewers.

Add stronger proof where it matters

Instrument critical service boundaries so downstream steps aren't just assumed.

The problem

Why teams struggle to prove workflows

The bot team can test the assistant.

Compliance needs evidence that the workflow completed correctly.

Core service teams own the real state changes.

No one owns end-to-end proof.

So teams validate at the edge and hope the downstream systems did the right thing.

What Lamdis does

Most teams can test the bot. Fewer can prove the workflow.

See what’s confirmed

Know which workflow steps are backed by real evidence — verified outcomes, independent checks, or end-to-end confirmation.

See what’s still assumed

Lamdis marks where evidence stops — so a response, API call, or 200 OK doesn’t get mistaken for real completion.

Strengthen what matters

Start with black-box testing and production observations. Add lightweight instrumentation only where stronger proof is worth it.

Concrete example

Workflow: Customer requests account closure

Here's what Lamdis shows for a single workflow instance. Each step has a clear evidence status.

3 confirmed

1 assumed

2 missing

Customer requests account closure

Confirmed

Chatbot received and understood the request

Correct response given

Confirmed

Bot replied with closure policy and next steps

Help article sent if needed

Confirmed

Knowledge base link included in response

Escalation triggered if required

Assumed

Routing logic flagged for human review

Account status actually changed

Missing evidence

Downstream CRM updated the account record

Confirmation sent to customer

Missing evidence

Email or in-app notification delivered

The bot worked perfectly. But without Lamdis, the team would have assumed the whole workflow completed — when two critical downstream steps had no evidence at all.

What Lamdis helps you answer

The questions that keep teams up at night

1

Did this workflow actually complete?

2

Which steps are confirmed vs. assumed?

3

Where does our evidence stop?

4

What do we have for audit or post-incident review?

5

Which workflows still need stronger coverage?

How it works

Three ways to gather evidence for the same workflow

Test before release

Simulate workflows in CI and staging to catch issues before they reach production.

Score responses against your quality criteria

Verify that downstream actions actually happened

Gate deployments when workflows fail checks

Test with realistic multi-turn conversation flows

Same workflow. Same checks. Stronger evidence over time.

Security & trust

Tenant isolation

Dedicated data partitioning per org

Encryption at rest/in transit

TLS 1.3, AES-256

Secrets redaction

Auto-redact sensitive values in logs

RBAC roles

Viewer, reviewer, admin permissions

Audit logs

All actions logged with timestamps

Data retention controls

Configurable per policy

Data export

JSON/CSV/PDF bundles via API

Data deletion

DSR-compliant deletion mechanisms

Data storage clarification

Runs

Stores test artifacts (transcripts, scores, confirmations). Configurable retention period.

Assurance

Stores production evidence per retention policy. Supports immutable audit trail with hash verification.

Instrumentation

Stores structured SDK events as evidence. Retention follows your org-level policy.

Immutable integrity

SHA-256 hash chaining on all evidence. Tamper-evident storage for compliance.

Data access controls

RBAC roles: viewer, reviewer, admin. Scoped permissions by resource.

Export formats

JSON, CSV, PDF bundles. API endpoints for programmatic access.

Security FAQ

Ready to see pricing? View plans and pricing →

Founding Program

Lamdis is production-ready. The Founding Program is a limited cohort for teams who want concierge onboarding and direct input on reporting, evidence, and reviewer workflows.

Dedicated sandbox tenant with templates to get you live fast

Priority support and fast iteration on workflow feedback

Roadmap influence on dashboards, evidence models, and reviewer UX

No production data required to participate.

Frequently asked questions

A run is one executed test scenario (which may be multi-turn) against one environment. It includes all assertions, judge evaluations, and HTTP confirmations within that scenario.

Get in touch

Have questions or want a demo? Fill out the form below and we'll reach out.