Vavan AI
Industries

Built for any physical B2B.

If your business has accounts, territories, competitors, and a sales motion, Vavan works for you — each vertical gets its own Core template. We built and proved the platform in oil distribution, one of the hardest B2B markets to map. The same architecture configures to yours.

Where we started · oil & fuel distribution

What Vavan maps for an oil distributor.

Select a market and the platform surfaces the entire oil-distribution landscape in it — formatted for your company and routed to your reps.

Accounts & prospects
Every fuel buyer in the territory.

Fleets, cardlock sites, bulk plants, contractors, and commercial accounts — classified by what they buy and scored by fit, across the market you select.

Product lines
Configured to what you sell.

Fuel, lubricants, cardlock, propane, and UCO — each modeled as its own motion so reps work the right product against the right account.

Signals
The moment something changes.

Fleet expansion, new DOT registrations, contract anniversaries, competitor losses, fill-cycle deviations — routed to the rep who owns the account.

See it in action

Pick a market. Watch it fill in.

Select an industry and a territory, and Vavan surfaces every prospect in it — classified, scored, and routed to the right rep. Below is an illustration of the market view.

Vavan · Market View
Industry · Oil & fuel distribution
Market · Harris County, TX
2,840 prospects found
Harris County, TX · 2,840 businesses mapped
Prospects · scored
Lone Star Hauling
Fleet · 64 trucks
95
Gulf Coast Cardlock
Cardlock network · 9 sites
92
Bayou Bulk Fuel
Bulk plant
89
Harris County Transit
Fleet · 120 units
86
Pelican Lubricants
Lubricants buyer
83
+ thousands more · routed by territory

Example businesses, shown for illustration — not live data. Live prospect counts vary by market and vertical.

Across the physical economy

One operating layer. Every vertical it's built for.

The architecture is industry-agnostic — connect your systems, make the market AI-readable, run your apps on top. Oil is proven; these are the markets the platform is built to map.

$1T+ · focus · live
Oil & fuel distribution

Fuel, lubricants, cardlock, propane, UCO. Multi-division accounts, fleet relationships, fill cycles, competitor-switching signals. Where Vavan is proven.

$8T market
Distribution & wholesale

Industrial supplies, building products, electrical, plumbing, HVAC. Account-based selling, multi-line revenue, route-based operations, reorders.

$2.3T market
Manufacturing & industrial

Plants, fabricators, distributors, MRO suppliers. Facility operations, production capacity, vendor relationships, maintenance cycles.

$2T market
Construction & trades

GCs, heavy civil, specialty subs, equipment rental. Permit pipelines, project timelines, equipment utilization, subcontractor networks.

$1.3T market
Agriculture & food

Farms, co-ops, equipment dealers, input suppliers, food-service distributors. Crop cycles, seasonal buying, distribution networks.

$900B market
Trucking & logistics

Fleet operators, freight brokers, 3PLs, owner-operators. DOT and FMCSA records, safety scores, lane density, equipment age.

$1T+ market
Professional & field services

Commercial services, MSPs, facilities maintenance, equipment service. Recurring contracts, account expansion, churn and renewal signals.

$100B+ · in trial
Lab & biotech equipment

Equipment dealers, instrument distributors, service providers. Lifecycle tracking, warranty cycles, upgrade signals, compliance requirements.

Custom
Don't see yours?

If your business has accounts, territories, competitors, and a sales motion, Vavan adapts. We build a Core template with you — your signals, your data sources.

How it configures

One platform. Configured for your B2B.

Same operating system underneath every vertical — three things adapt to your industry.

Core templates
Your vertical, preloaded.

Each B2B vertical gets a template with the right object types, link types, properties, and rules. Your industry starts with what fits and grows from there.

Data pipelines
The right sources, connected.

Industry-specific connectors pull from the right places — public registries, GIS, trade data, and your own systems. Every pipeline outputs to the same structured format.

AI signal library
Signals that fit your market.

Each vertical has its own signal definitions. Expansion means something different in trucking than in construction — Vavan knows the difference, and learns yours.

Get started

See your market in 30 minutes.

Tell us your industry and a territory. We will surface the market live — every prospect in it, classified and scored, ready for your team to work.