Home›Partners

Partners

Rwazi Partnerships

Partners bring Rwazi to enterprise teams, government agencies and the firms that serve them.

190+ countries
5M+ consumer network
Government contract vehicles

Sena · Partnerships

A client needs consumer data from two markets our panel does not reach. Can Rwazi capture it?

Yes, in both markets. Contributors capture in place, with consent per task. Every figure carries the market, the segment and the date of capture, and the export lands in the system the team already uses.

Sena consumer activityPurchases in the two markets named, by channel

Open market and kiosk58%

Supermarket42%

2 markets · captures placed and dated

Figures in this exchange are illustrative.

one source of real-world data, reached the way each buyer already buys

Where to find Rwazi

How enterprise teams and government agencies reach Rwazi

Where to buy

Ways to reach Rwazi

Enterprise teams reach Rwazi inside the cloud platform they already run. Government agencies reach Rwazi on a contract they already hold.2 tracks · 2 routes

Track 1 · Cloud and data marketplaces

Rwazi data arrives natively inside the platform the team already runs.

Route 01

Databricks

Rwazi data lands as native tables in Databricks, ready to query beside the tables already there.

Track 2 · Channel and public sector

Agencies procure Rwazi against a mission, on a contract already in place.

Route 02

Carahsoft

Agencies buy Rwazi on 14 pre-approved government contract vehicles.

Looking for different types of partnership? Most begin with one market and one question.

Talk it through →

The real-world data moat

What Rwazi brings partners

Rwazi supplies real-world data from the markets a partner names. Sena turns it into an answer with the evidence attached.

Consumer network

5M+ contributors across 190+ countries record what people buy, use, choose, and repeat.

Active collection

Capture inside the market a partner names, including regions where conventional coverage relies on estimates.

Zero-party data

Signals shared voluntarily, with contributor consent captured per task.

Computer vision

Computer vision reads products, prices, presence, and conditions from real-world images and video.

Traceable answers

Market, segment and date of capture on every figure.

Delivery into partner systems

Rwazi delivers exports or API access in the shape the partner already uses.

See how Sena works →

The gap

What thin coverage costs

These recurring gaps are common to commercial partnerships and public sector ones alike. A partner usually holds the customer and the contract already, and Rwazi covers the market.

Impact

Slow study cycles

Plans get built on data that was outdated when it arrived.

Thin visibility into local need

Segments and regions outside current coverage stay invisible.

Fragmented sources

Outreach, operations, market data, and outcomes stay hard to reconcile.

Unvalidated demand

Initiatives reach launch before anyone knows who will use them.

Blind spots in hard-to-reach markets

Estimates stand in for evidence where local coverage is absent.

Manual analysis load

Teams spend the decision window interpreting data.

What Rwazi does

Slow study cycles

Supplies current consumer and community signals, so planning and correction happen inside the cycle.

Thin visibility into local need

Identifies needs, activity and access barriers by geography and segment.

Fragmented sources

Reads those sources together and answers from all of them.

Unvalidated demand

Validates interest, awareness, activity, and demand ahead of scale-up.

Blind spots in hard-to-reach markets

Runs the same collection model across diverse geographies.

Manual analysis load

Applies AI to surface trends, risks, and anomalies by market.

What thin coverage costs: each problem, its impact and what Rwazi does.
Problem	Impact	What Rwazi does
Slow study cycles	Plans get built on data that was outdated when it arrived.	Supplies current consumer and community signals, so planning and correction happen inside the cycle.
Thin visibility into local need	Segments and regions outside current coverage stay invisible.	Identifies needs, activity and access barriers by geography and segment.
Fragmented sources	Outreach, operations, market data, and outcomes stay hard to reconcile.	Reads those sources together and answers from all of them.
Unvalidated demand	Initiatives reach launch before anyone knows who will use them.	Validates interest, awareness, activity, and demand ahead of scale-up.
Blind spots in hard-to-reach markets	Estimates stand in for evidence where local coverage is absent.	Runs the same collection model across diverse geographies.
Manual analysis load	Teams spend the decision window interpreting data.	Applies AI to surface trends, risks, and anomalies by market.

Partnership models

How to partner with Rwazi

Four models cover the partnerships Rwazi runs today.

Model 01

Rwazi as the collection layer

An analytics firm, consulting firm or platform sells the analysis and needs a specific signal captured in a specific place. Rwazi captures the signal. The partner reads it in their own system and delivers the analysis to their client. The work recurs annually once the first project lands.

Model 02

Collection subcontract for AI training data

A team building or training a model needs real-world capture at volume. Rwazi captures to a defined specification in the geographies named.

Model 03

Teaming on public opportunities

An opportunity carries requirements that span both parties: local registration, in-country past performance, language coverage. Rwazi and a local partner team up, split the scope and submit together, either party as prime.

Model 04

Channel and resale

A partner holds contract vehicles, agency relationships or a resale motion. Rwazi is the data and AI layer to sell on them, and the partner sells and delivers on the vehicles it holds.

Coverage

Coverage across 190+ countries

Partnerships open in the markets conventional coverage skips. Rwazi captures in place, where the alternative is an estimate.

Sena · Partnerships

Where can Rwazi capture for a partnership?

In 190+ countries. A consumer network of 5M+ contributors captures in place, including markets where conventional coverage relies on estimates.

Sena coverageReal-world capture

Countries

190+

captured in place

Contributors

5M+

zero-party network

Consent

Per task

captured at source

190+ countries · consent captured per task

Figures in this exchange are illustrative.

Comparison

How Rwazi compares

Most partners already use syndicated datasets. Syndicated datasets describe what a category did historically. Rwazi captures per market when the question needs it, and answers with the signal attached.

Syndicated datasets

Describes the category

Covers history broadly, for benchmarking

Follows the coverage already in place

Refreshes on a publication cycle

Method documented, records held by the provider

Rwazi

Answers with the evidence open

Captures the market named, when the question needs it

Reaches markets otherwise modeled

Refreshes per market and per category

Every figure opens to the signal behind it

How Rwazi and syndicated datasets differ.
Syndicated datasets	Rwazi
Describes the category	Answers with the evidence open
Covers history broadly, for benchmarking	Captures the market named, when the question needs it
Follows the coverage already in place	Reaches markets otherwise modeled
Refreshes on a publication cycle	Refreshes per market and per category
Method documented, records held by the provider	Every figure opens to the signal behind it

Partner

Partner with Rwazi

The requirement names the geography and what needs capturing. The partnerships team returns the scope and deliverables.

Send the requirement

Book a partnership call

Thirty minutes with the partnerships team.

Rwazi · Partnerships, Discovery Call

30m

Book a partnership call →

Existing customers → /book-a-demo

FAQ

Questions partners ask

01 Where can teams access Rwazi?

Rwazi data is available on Databricks Marketplace. Carahsoft makes Rwazi available to agencies on pre-approved contract vehicles. Rwazi also partners with analytics firms, systems integrators, model developers, and in-country firms.

02 How does a government agency buy Rwazi?

Through Carahsoft, on a contract the agency already uses. Rwazi sits on 14 vehicles: one federal, eight state and local, two education, and three cooperative. Carahsoft holds them, so this is the purchase path wherever rules require an approved contract. Full list on the Carahsoft page.

03 What is a contract vehicle?

A pre-approved contract that lets a government agency buy commercial products with public money. The Carahsoft page carries the full definition and the fourteen vehicles Rwazi sits on.

04 Can a buyer come to Rwazi directly?

Yes. Commercial buyers work with Rwazi directly and that stays the same. Partners serve buyers whose own rules point elsewhere. A public sector team may need to buy on an approved vehicle.

05 What does Rwazi provide a partner?

Real-world capture in the markets a partner names. 5M+ contributors across 190+ countries record geo-tagged images, video, audio, and structured responses. Partners feed that into their own analysis, model training, reporting, or client delivery.

06 How does a company become a Rwazi partner?

Through the form on this page. Name the region and what needs capturing, and the partnerships team replies directly. Most partnerships start as one scoped project in one market and grow from there.

07 Can Rwazi capture data for AI training?

Yes, and it is among the more common partnerships running today. Rwazi builds real-world datasets to a defined specification for model development. Formats include image, video, audio, and structured responses from named geographies.

08 Does Rwazi work outside the United States?

Yes, and that is usually why a partnership opens. Rwazi covers 190+ countries. Partners bring Rwazi in where their own coverage runs thin. Common cases are development programs, market entry, and contracted delivery.

09 Where does the data come from, and is it consented?

From contributors who choose to share it, with consent captured per task. Rwazi receives it directly from contributors, so the source stays open to inspect. Every signal clears a quality review before it reaches an answer.

10 Is Rwazi FedRAMP authorized?

Rwazi does not hold a FedRAMP authorization. An engagement may require FedRAMP, an agency ATO or another control set. Rwazi and the agency confirm that requirement during scoping and settle the delivery path before contract.