Plan networks, crews, and channels with real‑world context

Factori helps telco and utility teams see what’s really happening across their service areas—who lives there, how people move, how roads behave, and how local markets are changing—so you can make better decisions on rollouts, outages, staffing, and store or channel strategy.

Trusted by

Trusted by

Why telco & utilities teams go beyond with real world context

Your world is built on two things: where people are and how reliably you can reach them.

Most decisions still rely on:

Historical usage and tickets

High‑level demographics and static maps

One‑off consultant reports

That makes it hard to see:

Which service areas are really growing or softening

Where access, traffic, and audience don’t match your current plans

How local context explains outages, performance, and store results

Factori adds a simple outside‑in layer to every zone, site, and corridor, so you can:

Plan networks and build‑outs with fewer surprises

Align field crews and retail staffing with actual demand

Explain performance to regulators and stakeholders with clear external context

Improving rollouts & operations with real world intel

Network rollout & upgrades

Decide where to prioritize fiber, 5G, EV charging, and upgrades based on real demand potential and growth.

Outage & incident response

Align crew readiness and resources to where people actually live, work, and move—not just where assets are.

Field & workforce planning

Plan crews, shifts, and skills by true service‑area demand and access patterns.

Retail & channel performance

Understand why some stores over‑ or under‑perform given local audience and competition.

Territory & sales planning (B2C/B2B)

Give territory managers a clear picture of where the best prospects and pockets of demand are.

The data your operations needs

You bring network, usage, ticket, and CRM data. Factori brings the real‑world layer.

All datasets are aggregated, privacy‑safe, and designed to be easy to read and join to your assets, zones, and territories.

Mobility

Mobility

How people move through your service areas and around key assets, corridors, and retail locations.

Places

Places

Clean view of stores, branches, transit hubs, business parks, and community anchors.

People

People

Aggregated profiles of local households and workers: age, income bands, household types, lifestyle indicators.

Business

Business

Density and mix of businesses that drive B2B demand and daytime population.

Retail

Retail

Where consumer spending is rising or falling; useful for device and accessory sales, and for understanding local health.

Market

Market

Search and commerce interest for telco, energy, and related products (e.g., “fiber internet”, “EV charging near me”).

Events

Events

Local events that spike temporary load, traffic, or support demand in specific areas.

Property

Property

How neighborhoods and industrial areas are built and changing, relevant for long‑term network and capacity planning.

How telco & utilities teams use real world data

Smarter rollout and upgrade planning

Better outage & incident operations

More realistic workforce and field planning

Stronger retail & channel strategies

Key questions your data 
team can answer confidently

Which zones should get the next wave of fiber or 5G, based on real demand and growth?

Where are we consistently under‑serving high‑value areas with field crews or channels?

Which stores are underperforming given their local audience, access, and competition?

How should we prioritize repair and outage response when multiple areas are impacted?

Where are we most at risk of future overload if demand keeps growing along these corridors?

Made for planning & ops teams who care

Network planning and build‑out teams

Pick a focus area

For example: a planned network rollout, a region with persistent service issues, or a retail/channel review.

Choose a starter bundle

Common starting point for telco & utilities: People + Economic + Mobility + Traffic, then layer in Places, Business, Market, and Events as needed.

Run a focused review

Compare how you plan today vs. how decisions look with real‑world data, and decide where to adjust rollouts, staffing, or channels first.