Services

End-to-end data, analytics, operations, and AI services for modern teams.

Monty Metrics is for teams that need better visibility and faster execution, without a six-month strategy deck and vague recommendations.

Service catalog

Core and specialized services are scoped the same way: defined problem, named owner, measurable outcome.

Core

Data pipeline and reporting foundation

Unify source systems, document business definitions, and build reliable datasets your team can actually trust.

Source map and data auditDocumented metric definitionsAutomated quality checks

Core

Performance analytics and decision support

Identify what changed, why it changed, and which actions are most likely to move revenue, cost, and retention.

Root-cause analysisLeading-indicator trackingPrioritized action plan

Core

Financial modeling and scenario planning

Build practical operating models for margin, cash flow, hiring, and growth so leadership can make faster tradeoffs.

Driver-based financial modelBest/base/worst scenariosPlanning assumptions tracker

Core

Dashboards and executive reporting

Ship dashboards and reporting packs that are clean, current, and built around decisions instead of vanity metrics.

Role-based KPI dashboardsWeekly/monthly reporting packLeadership-ready narrative summary

Core

Operating process improvement

Reduce bottlenecks in recurring workflows and implement changes with clear owners, milestones, and KPIs.

Current-state workflow mapExecution roadmap with ownersBefore/after KPI tracking

Core

AI copilots and workflow automation

Deploy targeted AI use cases where they save real time, with guardrails for accuracy, access, and governance.

Copilot use-case blueprintAutomated workflow prototypesAdoption and quality scorecard

Specialized

RevOps and CRM optimization

Clean up CRM structure, tighten stage definitions, and improve forecasting confidence across sales leadership.

Stage and field standardsPipeline quality dashboardForecast variance tracking

Specialized

Sales and marketing funnel analytics

Connect campaign, lead, and pipeline data so marketing and sales can agree on conversion performance.

Funnel conversion breakdownLead lifecycle reportingChannel performance view

Specialized

Recurring reporting automation

Automate recurring KPI refreshes, QA checks, and stakeholder distribution so reporting does not depend on heroics.

Scheduled refresh pipelinesAutomated QA checksDistribution playbook

Specialized

Internal knowledge copilots

Enable teams to ask plain-language questions against approved internal docs, metrics, and SOPs.

Source-linked answersRole-based access controlsUsage and deflection analytics

How engagements are structured

You get defined scope, delivery cadence, and ownership from day one. No open-ended retainers without a plan.

Sprint engagement (2-4 weeks)

For one urgent problem that needs fast resolution.

  • Scoping workshop
  • Working build and handoff docs
  • Leadership readout with next steps

Build engagement (6-12 weeks)

For foundational analytics, reporting, or RevOps improvements.

  • Phased implementation plan
  • Weekly delivery cadence
  • Team enablement and ownership transfer

Embedded support (monthly)

For teams that want ongoing analytics execution without adding full-time headcount.

  • Prioritized backlog management
  • Office hours with stakeholders
  • Monthly impact and roadmap review

What clients can expect

Every project includes a measurable success definition and a handoff your team can run without outside dependency.

  • Named business owner and success metric for every workstream
  • Clear scope, timeline, and dependencies before build starts
  • Weekly status update with decisions, blockers, and risks
  • Documentation and training included in every handoff

Bring a real problem. Leave with a working system.

If your team is still stitching numbers together in spreadsheets, we can scope a focused first engagement and ship usable output in weeks, not quarters.