Applied AI Studio for Operators

Operator-grade AI that is measurable.

We find, prioritize, and execute high-leverage AI improvements inside your operation. Diagnosed by BerryEval, run on WineberryOS, delivered by an embedded AITP team — every action evidenced, approved, and measured.

6 wksmedian time-to-first-fix
100%actions human-approved
0ungoverned writebacks
Operational Briefing — Week 23Live
Observed

Deal stage drift in CRM

312 opportunities stalled >21 days with no owner activity.

−$1.2M risk
Recommend

Re-route lead triage queue

Evidence: 41% of inbound mis-assigned across 3 regions.

+9.3% conv.
Awaiting

Dedupe contact records

2,408 duplicates found. Merge plan ready for approval.

low risk
Executed

Slack escalation policy

Approved Tuesday. Response SLA improved within 48h.

−63% lag
wineberryos · governed loopaudit trail ✓
№ 01The Operating Model

One operating model. Diagnose, run, deliver.

Three instruments, one loop. BerryEval tells us where the leverage is, WineberryOS keeps the work observable and governed, and the AITP team ships it inside your operation.

I / III — Diagnose

The AssessmentBerryEval

A structured diagnostic that maps your operation, scores AI-readiness, and ranks opportunities by evidence — before anyone builds anything.

  • Process observationwk 1–2
  • Data-quality auditwk 2
  • Leverage rankingwk 3
  • Board-ready findingswk 3
Start with BerryEval
II / III — Run

The PlatformWineberryOS

The operational intelligence layer underneath every engagement. It observes your systems, surfaces bottlenecks, and executes approved remediations — fully audited.

  • Live observations24/7
  • Evidence-backed recsweekly
  • Approval gateshuman
  • Measured outcomesalways
Explore WineberryOS
III / III — Deliver

The TeamAITP

An embedded AI Transformation Partner team that works inside your tools and rituals — not a vendor lobbing decks over the wall.

  • Embedded operatorsin-tool
  • Weekly cadenceritual
  • Change managementbuilt-in
  • Capability transferyours
Meet the team
ObserveInterpretRecommendApproveExecuteMeasure
№ 02Powered by WineberryOS

The platform underneath.

Every engagement runs on our operational intelligence platform. Nothing executes without evidence, approval, and an audit trail.

  • i.

    Observe

    Connects to CRM, email, Slack, spreadsheets. Watches operational behavior continuously.

  • ii.

    Recommend

    Surfaces bottlenecks and data-quality issues as evidence-backed recommendations.

  • iii.

    Approve

    Humans gate every write. High-risk action types are blocked — no overrides.

  • iv.

    Execute & Measure

    Controlled remediations run, outcomes are measured, the loop closes.

№ 03How We Operate

AI potential, made operational.

Phase OneDiagnose

BerryEval maps your operation, scores readiness, and ranks opportunities by measurable leverage — not vendor enthusiasm.

~3 weeks

Phase TwoDesign

We turn the top-ranked findings into a governed remediation plan with explicit approval gates and success metrics.

~2 weeks

Phase ThreeEmbed

The AITP team integrates into your tools and rituals. WineberryOS goes live against your systems.

~2 weeks

Phase FourOperate

The loop runs: observe, recommend, approve, execute, measure. You see the improvement in your portal, in your numbers.

ongoing
№ 04Evidence

Measured, or it didn't happen.

41%median reduction in stalled pipeline within one quarter
6daysfrom first observation to first approved remediation
2,400+data-quality issues remediated under approval gates
100%of actions carry a full audit trail, end to end
№ 05Next step

Not sure where to start?
Start with the diagnosis.

BerryEval shows where AI can move the needle in your operation — before anyone starts building.