Automation Lab

Enterprise‑level automation. Delivered without the overhead.

Solo‑led, AI‑augmented delivery to make a critical workflow 10× faster in 21 days. Secure by design, measured by outcomes, and scalable via trusted partners.

What you’ll receive

  • ROI model and business case you can take to leadership
  • Integration plan: systems, access, risk controls, and owners
  • 90‑day rollout with adoption plan and success metrics
Security‑first. hCaptcha protected.
OPENAI ANTHROPIC GOOGLE AI META AI AZURE • GCP • AWS

14–21 days

From kickoff to production with guardrails, reporting, and change control.

8.3× ROI

Median realized across recent launches with tracked savings and lift.

73%↓ cost

Average unit‑cost reduction on the automated step after stabilization.

Automation playbooks we ship

Three examples our clients ask for first—each with clear guardrails, reporting, and ownership.

Invoice coding → QuickBooks

Document extraction Reviewer queue Exception inbox
BeforeAbout 9 minutes per invoice for triage and coding
AfterAbout 1.2 minutes to review; more than 90% auto‑posted
  • Ingest from email or Drive and parse vendor, totals, and line items
  • Use a confidence threshold to auto‑post or send to a reviewer queue
  • Post to QuickBooks with an audit link; send exceptions to an inbox
60–80% less handling time 92% auto‑post Less than 1% rework

Sales follow‑up & routing

Lead enrichment Owner assignment Email sequences
Before9–36 hours to first response
AfterUnder 10 minutes, 24/7, routed by ideal customer profile
  • Enrich and score each lead; route by ideal customer profile and territory
  • Draft the first follow‑up; create a CRM task with a response‑time target
  • Send Slack notifications; track results and improve messages
Under 10 minutes first response +24% meetings Fewer cold leads

Onboarding checklist automation

Step generation Exceptions Slack reminders
BeforeDelays and chasing status updates
AfterTailored plan in about 30 minutes with clear service levels
  • Generate steps from form inputs and the contract
  • Track in Sheets or Asana; surface exceptions for review
  • Send Slack reminders; provide a roll‑up status
From days to hours 97% on‑time Less project‑management overhead

Lead enrichment → CRM

Firmographics ICP score Owner rules
BeforeManual research across tabs; slow routing and missed SLAs
AfterAuto‑enrich, score, and assign with a clean audit trail
  • Append firmographics from APIs; calculate ICP fit
  • Assign owner by territory and book next action
  • Push to CRM with enrichment snapshot
+18% opp conversion Under 5 min routing Better data quality

Security exception triage

Policy checks Reviewer lane Slack alerts
BeforeEmail ping‑pong; untracked waivers and stale risks
AfterStandardized intake, risk scoring, and approvals in one place
  • Intake with required fields mapped to policy
  • Auto score risk; route to approver with context
  • Post decision to Slack and log for audit
2× faster decisions Complete audit trail Fewer reopen cycles

Support triage & summarization

Intent detect KB suggest Escalation rules
BeforeLong first response and inconsistent handoffs
AfterInstant summaries, suggestions, and clean routing
  • Detect intent, urgency, and customer tier
  • Suggest answer from KB; attach context
  • Create ticket with summary and next step
−35% handle time Higher CSAT Cleaner backlog
Days 1–5

Discovery & design

Align stakeholders, grant access, define metrics and guardrails.

Days 6–10

Build & integrations

Implement logic, retrieval, and vendor connections.

Days 11–15

Pilot & QA

Test runs, reviewer lane, alerts, iterate to confidence.

Days 16–21

Production & handoff

Go live, dashboards, playbook, stabilization and ownership.

Security & Compliance

  • Least‑privilege access and encrypted secret management
  • hCaptcha on all intake forms and bot mitigation
  • Audit logs, alerting, and confidence thresholds
  • Optional reviewer lane and rollback plan
  • Procurement/security packet available on request
8.3×
Median ROI
14–21d
To Production
73%
Unit Cost Down
97%
Target Confidence

Request your Automation Briefing

Two quick steps for a tailored plan with ROI estimate and timeline.

Automation Briefing
Enter a valid business email (no Gmail/Yahoo/etc.).
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How fast can we go live?

Most projects go live in 14–21 days. Complex approvals or vendor access can add time—we’ll call that out during discovery.

What access do you need?

Read/write access to the target systems (e.g., QuickBooks, HubSpot) with least‑privilege scoped credentials, plus a reviewer if you enable a QC lane.

Which systems do you support?

QuickBooks, Gmail, Drive/Sheets, HubSpot, Slack, and REST APIs are common. We’ll evaluate any target system during discovery.

How do you measure ROI?

We baseline time and cost, set a target confidence, and instrument the workflow so savings and lift are visible post‑launch.

What about accuracy?

We use confidence thresholds, fallbacks, and an optional reviewer lane. Edge cases are logged and tuned during stabilization.

Ready to see a live plan for your team?