Analytics as first-class objects

Stop buying dashboards.
Start buying answers.

Spartera turns verified, peer-reviewed analytics into objects your team, your customers, and your AI can all consume — with the same trustworthy answer every time.

Get started Talk to our team

Tested logic, not generated Live data, never copied Personalize insights to your use case

Human asks

"Which state has the largest population today?"

California

via Marketplace · $0.01

The Analytic Verified

US State Population Rankings

US Census Bureau · v2.1 · Live, hourly refresh

39.5M

scalar chart table prediction JSON

Agent calls

tool_call: us_population.top(state=1)

{ state: "CA", pop: 39512223 }

via MCP · $0.01

18K+

Verified analytics in the catalog

Coming

$X.XM

Paid to sellers (last 12 months)

Coming

Apps & agents built on Spartera

Why piecemeal

Not all analytics are created equal.

Dashboards treat every chart as if it cost the same to build. They don't. A simple lookup is pennies. A predictive model is real engineering. Spartera makes that value gradient visible — so sellers get paid what their work is worth, and buyers know what they're paying for.

Descriptive · simple

" Which US state has the largest population today?"

analytic: us_population_top

California

39.5M · last refreshed 38 min ago

Data acquisition Public · free

Processing Minimal

Analytical complexity Lookup

Build time ~30 minutes

$0.01 per query

Predictive · complex

" Which state will have the largest population in 2050?"

analytic: us_population_forecast_2050

Texas

Projected 51.2M · 92% confidence

Data acquisition 12 sources · licensed

Processing Multi-stage ETL

Analytical complexity Bayesian forecast model

Build time ~280 hours

$4.99 per query

Same shelf, different prices — like every other commodity market. The dashboard model hides this. We surface it.

Two consumers, one source of truth

Human-to-insight.
Agent-to-insight.

The same verified analytic powers both. A person browsing a marketplace and an AI agent calling a tool get the same trusted answer — from the same underlying object, against the same live data.

Human-to-insight

For analysts, BD teams, content publishers

People want answers in formats they can read, share, or pay for once. They browse, preview, buy, embed, ask in chat — anywhere natural language fits.

Where humans consume today

Spartera Marketplace Buy per query

Articles & reports Embed live

Chat (Slack, Teams) Natural language

Custom dashboards Your app

Agent-to-insight

For AI engineers, LLM platforms, agent builders

Agents need reliable tool calls — not hallucinated SQL. Every analytic is a structured tool definition with typed inputs, validated outputs, and a tested query underneath.

Where agents consume today

MCP servers One per dataset

REST API & SDKs Python, JS/TS, Go

LLM tool-use Function calling

RAG grounding Verified facts

How it works

Tested logic in.
Verified answer out.

Every analytic is a self-contained object — a peer-reviewed query, a typed schema, and a render-to-anything output. It runs against live data and returns the same answer every time, in whatever format the consumer needs.

Anatomy of an analytic

One object.
Many output shapes.

Buyers don't always want a chart. Sometimes the answer is a single word. Sometimes it's a table, a forecast, or a raw JSON payload. Same source of truth — the consumer picks the format.

Defined by humans Peer-reviewed SQL or model logic. Tested against the seller's live data. Versioned and change-tracked.

Output is plural Scalar text, chart, table, prediction, JSON, PNG. Same object, the consumer chooses the shape.

Priced for its work A simple lookup costs pennies. A predictive model costs dollars. Sellers set the price for their effort.

/analytics/us-population

which US state has the largest population today?

California
39.5M residents · live

format: scalar.text v2.1 · verified

top 12 US states by population

format: visualization.bar v2.1 · verified

top 4 US states by population

Rank	State	Population
1	California	39,512,223
2	Texas	29,145,505
3	Florida	21,538,187
4	New York	20,201,249

format: table v2.1 · verified

which state will have the largest population in 2050?

California · 39.5M

Today

Texas · 51.2M projected

2050 · 92% conf

format: prediction v1.0 · Bayesian forecast

Verified, not generated

Tested logic.
Not LLM roulette.

Every other "AI for data" startup is racing to ship NL2SQL that hallucinates columns, misreads schemas, and silently returns wrong answers. We took the other path: humans write the logic, we validate it, version it, and let agents call it.

Reliable answers. Same number every time. Auditable. The boring, correct way.

NL2SQL approach

user: "largest state by population"

SELECT name FROM states WHERE pop = MAX(population_2024)

Spartera approach

agent: tool_call us_population.top()

→ "California" (39,512,223)

Who it's for

Two sides. One primitive.

Spartera seller dashboard — connected data sources and published analytics

For data sellers

Build once.
Earn everywhere.

Connect your live data, define your analytics in tested logic, price them for the work they took. Spartera handles delivery to every consumer that calls them.

Live queries against your own warehouse — data never moves
One analytic, monetized across every human and agent consumer
Set your own price — pennies for lookups, dollars for models
80/20 split — you keep 80% of every query
Full commerce stack: payments, contracts, support

Become a seller

Spartera marketplace — browse and purchase verified analytics

For buyers, developers & AI teams

Call once.
Use anywhere.

Find verified analytics across hundreds of providers. Call them from your app, your agent, your article — get the same trusted answer every time, priced for what each one is worth.

One API key, hundreds of providers, no per-vendor contracts
MCP-native — every analytic is a typed tool call for agents
SDKs in Python, JS/TS, Go — or call the REST API directly
Pay per query, not per seat
Custom vertical sourcing if we don't carry your data yet

Explore the marketplace

Advisory

Want help going to market?

Senior-led, fixed-fee engagements. Every one ends with something live — not just a slide deck.

Start Here

Demand Intelligence Analysis

Know what to build before you build it — backed by real marketplace demand.

We match your data schema against real buyer searches from our marketplace — then deliver confirmed use cases, revenue estimates per query, ready-to-implement SQL, and your first marketplace listing. All in 10 business days.

Use-case level intelligence — not dataset-level guesses
Backed by live marketplace demand — actual searches, impressions, conversions
Ends with a product live and queryable on our marketplace

Investment $5,000 flat

Timeline 10 business days

Start a $5K Analysis

Other advisory engagements

Data-to-Revenue Strategy

Full portfolio monetization — strategy, pricing, technical blueprint.

From $19,500 6–8 weeks

White-Label Marketplace

Your brand, your catalog, our infrastructure — live in weeks.

From $15,000 2–4 weeks

Cloud FinOps

4-week audit + verified savings roadmap across your cloud estate.

From $15,000 4 weeks

AI FinOps

Specialized governance for GenAI and LLM infrastructure costs.

From $24,500 ~6 weeks

Official Technology Partners

Microsoft Databricks Snowflake

The ecosystem

Built on Spartera.

Verified analytics shouldn't end at our surfaces. The model is open. Build articles, agents, copilots, vertical apps — anywhere verified analytics need to live.

Your app here

Your agent here

Your copilot here

Your dashboard here

Your report here

Your pipeline here

Read the developer docs

Stop buying dashboards. Start buying answers.

Not all analytics are created equal.

" Which US state has the largest population today?"

" Which state will have the largest population in 2050?"

Human-to-insight. Agent-to-insight.

Human-to-insight

Agent-to-insight

Tested logic in. Verified answer out.

One object. Many output shapes.

Tested logic. Not LLM roulette.