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MADARLABS
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HOW IT WORKS

Five steps. Clear ownership. No assumptions.

01

Workflow mapping and audit

We audit where work gets stuck — follow-ups, handoffs, missing context, delays. We map your actual processes before writing a single line of automation. No assumptions made.

Process map
  1. 01Intake email
  2. 02CRM lookup
  3. 03Classify intent
  4. 04Route to team

4 touchpoints mapped · 0 assumptions

02

Connect and ingest

We connect the tools you already use — HubSpot, Gmail, WhatsApp, internal docs — and build a working context layer. No data migration. No new dashboards to learn.

Connected tools
HubSpot
Gmail
WhatsApp
Notion
Slack
Drive

No data migration·✓ Live

03

Define control rules

What the AI can do, what it cannot do, and when it must hand off to a human. Every operator runs within policies you define — pricing thresholds, approval chains, escalation triggers.

Policy rules
Pricing threshold> AED 50K → humanESCALATE
Auto-approve invoices< AED 5KALLOW
WhatsApp outreachWork hours onlyALLOW
Data accessCRM + inbox onlyALLOW

04

Deploy and operate

We test against real scenarios, deploy the operator into your live environment, monitor outcomes, tune responses, and maintain reliability. This is not a handoff — we operate alongside your team.

Deployment log
09:14 Operator deployed to live env
09:15 CRM sync: 2,847 contacts loaded
09:18 WhatsApp channel: active
09:31 First outreach batch sent
09:42 Reply detected → handoff queued

05

Your control plane

Logs. Permissions. Analytics. AI credits. Your managers see exactly what the AI is doing in every deployment, when, and why — without needing to understand the technology behind it.

Analytics dashboard
Throughput284/day+12%
Avg response2.1 min▼ 18%
Escalation rate3.2%−0.4%
Policy violations0—

03

We agree the success metrics before we deploy, and report against them every week.

04

We stay with you. Every operator is designed for your team — not handed off to it.

Data & privacy

  • Your data stays where it is

    Orbit OS plugs into HubSpot, Attio, Salesforce or your own database, and reads deal stages, contact history, last touchpoints, and notes. Your data stays where it is.

  • No data migration

    No data migration. No new dashboards to learn.

  • Scoped access

    Data access: CRM + inbox only.

  • Nothing runs in the dark

    Every action logged with timestamp, context, and outcome. Nothing runs in the dark.

  • Encrypted in transit

    Encryption of data in transit (TLS/SSL). Access controls limiting data access to authorized personnel only.

  • Never sold

    We do not sell, rent, or trade your personal data to third parties.

Data perimeterSEALED

Your environment

CRM + inbox only

CONTROL PLANE

Every AI operator runs inside a control plane with permissions, audit logs, human override switches, and real-time throughput analytics. You see exactly what's happening and why.

Throughput · Escalation · Override

operators · state

human override · gate

MADAR CONTROL-PLANESYSTEM HEALTH: ALL OPERATORS NOMINAL

SYSTEM HEALTH: ALL OPERATORS NOMINAL

  1. LOG-01Audit log

    Every action logged with timestamp, context, and outcome. Nothing runs in the dark.

  2. LOG-02Human override

    Flag items for review at any gate. The system is designed for collaboration, not replacement.

  3. LOG-03Policy rules

    Define what the AI can do, what it cannot, and full override history for every operator.

  4. LOG-04Analytics

    Throughput, response time, conversion rate, and escalation rate — measured against targets you define.

“Let AI do the donkey work. It knows where the safety line is. Humans where it matters.”

— The Madar Standard