By Function

IT

Automate Joiner–Mover–Leaver, identity lifecycle, and Tier-0/1 helpdesk. Engini routes approvals, provisions access, and syncs ITSM with IdP and SaaS—safely and auditable.

Top Automations

  • JML + zero-touch provisioning
  • Account unlock / password resets
  • Access requests w/ approvals

KPIs Moved

  • MTTR ↓, Ticket deflection ↑
  • Provisioning time ↓, Audit findings ↓

Common Systems

ServiceNow/Jira, Okta/Azure AD, Google Workspace, Slack, MDM.

Playbooks

Joiner/Mover/Leaver, unlock/reset, software requests, access reviews.

HRIS ITSM IdP (Okta/AAD) SaaS & MDM

New hire → ITSM request → IdP groups → SaaS/MDM provisioning.

By Function

Finance

Speed AP/AR and month-end close. Engini extracts data from invoices, matches POs/receipts, posts entries, and nudges owners on close tasks with a clear audit trail.

Top Automations

  • Invoice OCR + 3-way match
  • Cash application & remittance matching
  • Close checklist reminders & rollups

KPIs Moved

  • Days Payable/Receivable ↓
  • Close time ↓, Exceptions caught ↑

Common Systems

NetSuite/SAP, QuickBooks, Coupa, Avalara, banks/remittance feeds.

Playbooks

3-way match, expense policy enforcement, close checklist.

Invoice Intake PO/Receipt Match ERP Posting Payment Run

Invoice → 3-way match → ERP → payment run with exception loops.

By Function

Support

Deflect, triage, and resolve faster. Agents classify tickets, suggest macros, reproduce steps, and sync bugs into engineering with SLA awareness.

Top Automations

  • Auto-triage & routing
  • Knowledge deflection & macro suggestions
  • Bug reproduction → Jira linkage

KPIs Moved

  • FCR ↑, AHT ↓, CSAT ↑
  • Backlog age ↓

Common Systems

Zendesk/Intercom, Jira, Confluence, Slack.

Playbooks

Auto-triage, escalation policy, macro assist, bug escalation.

Tickets Intent & SLA Reply / Macro Jira Bug

Intake → triage → macro reply, with escalations synced to engineering.

By Function

HR

Run compliant people ops. Agents guide offers-to-onboarding, answer policy questions, and keep HRIS, IT, and payroll in sync with required approvals.

Top Automations

  • Offer → Onboard tasks
  • PTO/LOA intake & guidance
  • Policy Q&A & docs delivery

KPIs Moved

  • Time-to-productivity ↑
  • HR ticket volume ↓

Common Systems

Workday/BambooHR, ServiceNow/Jira, payroll, Google/Slack.

Playbooks

Offer→Onboard, PTO/LOA, policy assistant, comp letters.

ATS HRIS IT / IdP Payroll

Offer accepted → HRIS profile → IT access → payroll enrollment.

By Function

Marketing

Keep taxonomy clean and launches on track. Agents enforce UTM guardrails, sync audiences, and generate digests on what moved the needle.

Top Automations

  • Campaign calendar orchestration
  • Asset tagging & taxonomy checks
  • Audience sync (MAP ↔ CRM)

KPIs Moved

  • MQL quality ↑
  • Attribution accuracy ↑

Common Systems

Marketo/HubSpot, Salesforce, Mailchimp, analytics & ad platforms.

Playbooks

Launch checklist, audience orchestration, weekly performance digest.

MAP CRM Ads / Analytics DAM / Assets

MAP ↔ CRM audiences; assets tracked; results pushed to analytics.

By Function

Sales

Keep pipeline clean and reps focused. Agents qualify leads, enforce CRM hygiene, roll up forecasts, and nudge next best actions across channels.

Top Automations

  • MQL → SQL triage
  • Stage/field validation & dedupe
  • Follow-up nudges & snippets

KPIs Moved

  • Conversion rate ↑
  • Forecast accuracy ↑

Common Systems

Salesforce/HubSpot, Outreach/Salesloft, Slack, email/calendar.

Playbooks

Next best action, renewal alerts, call summaries, territory routing.

Leads CRM Hygiene Outreach Forecast Rollup

Leads normalized → CRM hygiene → sequences → forecast insights.

By Function

Revenue Operations

Align GTM systems end-to-end. Engini enforces data contracts, syncs metrics, and governs lifecycle from lead to renewal across CRM, MAP, billing, and CS.

Top Automations

  • Field mapping & enrichment policies
  • Hand-off checks (MQL→SQL→Opp)
  • Renewal risk scoring & alerts

KPIs Moved

  • Data completeness ↑, Dupes ↓
  • Renewal rate ↑, Slippage ↓

Common Systems

Salesforce/HubSpot, MAP, CPQ/Billing, CS tools (Gainsight).

Playbooks

Lifecycle governance, attribution sanity, renewal risk alerts.

MAP CRM CPQ / Billing / CS Data Lake / BI

MAP → CRM → CPQ/Billing/CS; governed metrics into BI.

By Function

Product (Embed)

Ship customer-facing integrations fast. Engini’s embeddable agents handle auth, syncs, and error handling while your app focuses on UX and core logic.

Top Automations

  • Connector scaffolds & OAuth handshakes
  • Schema mapping & data contracts
  • Sync retries, backoff, & replay queues

KPIs Moved

  • Time-to-integration ↓
  • Support tickets ↓, Adoption ↑

Common Systems

Public APIs (CRM/ERP/ITSM), webhooks, event buses, feature flags.

Playbooks

Embedded OAuth, tenant provisioning, health checks, billing usage.

Your Product Embedded Agent Customer’s System Webhooks / Replay

Your app ↔ embedded agent ↔ customer system, with reliable syncs.