Process Automation & Integration

Map one manual handoff across inboxes, forms, spreadsheets, CRMs, or documents, then automate the parts that do not need judgment.

Request a workflow review

See if this service fits

Confirm who the service is for, what the first engagement includes, and what the available evidence can support.

Who this service is for

For teams that are losing hours to repeated handoffs, inbox triage, spreadsheet updates, copy/paste reporting, customer follow-ups, document review, or disconnected systems. This is a strong fit when the workflow is already proven but too manual, inconsistent, or dependent on one person remembering every step.

Where teams get stuck

The process lives across email, forms, spreadsheets, CRMs, and internal docs.
Staff know the workaround, but it breaks when volume increases.
Automation tools have been tried, but they do not handle judgment, messy inputs, or exceptions.
Leaders need a clear ROI case before approving the build.

What the first engagement includes

We start with one repeated process and record how it works today. This baseline identifies what starts the process, who owns each step, and which systems and data it uses. It also records where exceptions occur and how much time, review, or rework representative cases need. BaristaLabs then defines the smallest useful test and its representative sample.

Before the build begins, the team agrees on the required behavior, unacceptable failures, reviewer, and evidence for the next decision. The test records which cases passed, needed correction, failed, or stayed manual. It also records the stop and rollback path. The review can support expanding the workflow, revising the build, keeping the process manual, or stopping.

Relevant public proof and first-pilot evidence

CartWheels is adjacent public proof. It shows that BaristaLabs delivered a customer-facing website and app, an intuitive UI, and customer communication channels after earlier vendor attempts stalled. It does not establish the savings, reliability, exception handling, or review result of a direct AI workflow engagement. Any future outcome claim must remain limited to the baseline, tested sample, and acceptance review from that engagement.

Review the adjacent CartWheels delivery case

Choose the next step

Name one repeated process and the decision the test must support. We will review how the process works today, what can stay manual, and what evidence a first test would need.

Request a workflow review

What this service can cover

Workflow maps from trigger to final outcome
Inbox, form, spreadsheet, CRM, and document handoffs
Human review points for messy inputs and exceptions
Integration paths for alerts, updates, and reporting
Pilot scope tied to time savings and reliability signals

Compare the engagement boundary

Review what assessment, discovery, implementation, handoff, recurring costs, and optional support should make explicit.

Compare pricing and engagement stages

Likely build stack

Automation toolsPythonNode.jsCRM/API integrations

Prepare for discovery

If this service looks relevant, use these resources to prepare a focused first conversation. Start with the item that matches your next decision.

Bring one repeated handoff. Use the guides and worksheets below to map the trigger, inputs, owner, review point, expected proof, and rollback path before the first call.

worksheetWorkflow baseline worksheetRecord active work, elapsed time, review, rework, exceptions, quality, and direct cost for one repeated process before a pilot.worksheetAI implementation path decision matrixScore one workflow by scope, data, action risk, owner capacity, integration depth, proof need, and maintenance before choosing a build path.worksheetAI workflow security review worksheetMap systems touched, data fields used, approval triggers, receipt fields, and rollback before giving a workflow production access.worksheetAI workflow case record worksheetKeep state, retained evidence, responsible owner, safe next transition, and retry or rollback authority together for each work item.guidePublic-output quarantine testMap one workflow's trigger, sources, review gate, write destination, receipt, and rollback path before an agent posts in public.worksheetAI approval policy worksheetWrite the rule for what the workflow may draft, change, send, escalate, log, and never do in v1.blogRun a shadow week before AI automationUse a reviewed shadow run to find misses before a workflow executes customer-facing or system-of-record actions.guideAnalytics Agent Source-of-Truth RegisterGive recurring metrics an owner, source, freshness rule, and review trigger before automating reports or analytics answers.guideModel Facts RegisterTrack model/provider facts for workflows that call foundation models before quota, retention, SDK, or fallback assumptions go stale.

Assessment artifact

Bring a workflow map

Bring one repeated handoff: the trigger, source systems, inputs, person who reviews it, where it gets stuck, and what “done” means. The assessment should decide what can be automated, what should stay human, and which receipt proves the first pilot worked.