Newton Research
A team of expert marketing analytics agents that write code, run analyses, and push audiences and budgets to your platforms, all inside your own cloud with no data movement.
Newton Research builds a team of marketing analytics agents that do the work a data science team would, without moving your data. Founded by repeat entrepreneurs whose founding team carries more than seventy years of combined marketing analytics and data science experience, the company raised a nine million dollar Series A in 2025 led by Greycroft with Bessemer Venture Partners. Led by chief executive John Hoctor, Newton set out to make sophisticated marketing measurement, once limited to the largest enterprises, affordable and accessible to brands, agencies, publishers, and platforms.
The core idea is that agents work alongside analysts natively inside a company's own data environment, with no movement or leakage of sensitive data. Newton's agents take real action on your behalf, writing code, executing analyses, and pushing audiences, budget allocation changes, and optimized bid lists directly to the relevant platforms and tools. A typical user is reported to save around one hundred twenty six hours a month by handing repetitive analytics off to Newton, freeing time for higher value work while a person keeps judgment and creativity in the loop.
New customers start with a team of specially trained expert agents that arrive pre loaded with a curated marketing science playbook. That playbook shows up as blueprints, push button flows that let non technical users run common marketing analytics use cases on their own data, from audience analysis and channel optimization to incrementality testing, marketing mix modeling, and attribution. Teams that want to go further can build and iterate on their own optimization and measurement in a no code interface, or spin up a fully custom agent in days rather than months.
Transparency is a deliberate design choice. Newton gives full visibility into the code and processes its agents execute, so analysts can see and trust every model and analysis rather than taking a black box on faith, and the agents are regularly tested against more than a hundred and ten marketing analytics questions to hold accuracy. Insights come back through natural language and refresh in minutes, and the whole capability can be white labeled into a platform's own interface for its customers.
Vendor details
Canonical URL
https://newtonresearch.ai
Category
Enterprise operations agent
Company status
independent
Use cases & customers
In practice
An agency analyst faces hours of campaign reporting before a client meeting. They ask Newton in plain English, and its agents write the code, run the analysis, and return a bespoke report in minutes, not days.
A brand needs to reallocate budget across channels mid flight but cannot risk moving customer data to a vendor. Newton runs inside the brand's own cloud, analyzes performance, and pushes the optimized allocations straight to each platform.
A publisher wants to offer clients self serve analytics without building a data science team. It white labels Newton's chat interface, letting clients ask questions of their own campaign data and get vetted answers directly.
Sources & related URLs
Research notes
Marketing analytics AI agents (newtonresearch.ai, NOT newtonai.tech); CEO John Hoctor; $9M Series A 2025 (Greycroft + Bessemer); multi-agent team of pre-trained expert marketing analytics agents + build-your-own custom agent (days not months); runs NATIVELY in customer's own cloud/data environment, NO data movement/leakage; agents take action (write code, execute analyses, push audiences/budgets/bid-lists to platforms); blueprints = curated marketing science playbook (push-button no-code); NL analytics, whitelabel chat interface; full transparency into executed code/processes; agents learn/improve over time; regularly tested on >110 marketing analytics questions; Databricks Marketplace listing; customer Relo Metrics; for brands/agencies/publishers/platforms. Domain newtonresearch.ai.
Capability coverage
4.5 / 14 capabilities · 32%
| Integrations & Tool CallingNewton offers flexible integrations across marketing and business intelligence platforms and integrated data partners and pushes audiences, budgets, and bid lists directly to the relevant tools, solid domain integration short of a broad documented connector catalog, so partial. | Partial |
|---|---|
| Workflow OrchestrationNewton runs a multi agent team that executes complex marketing analytics workflows end to end, writing code, running analyses, and pushing results to platforms in minutes with autonomous agent functionality, so full. | Full |
| Knowledge Grounding & RAGNewton grounds its analytics in a company's own datasets, joining, cleaning, and investigating data to produce vetted answers, real data grounding though citation grounded retrieval over documents was not the model, so partial. | Partial |
| Human Oversight & GuardrailsNewton keeps room for human judgment and exposes its work for review, but a first class human oversight framework with enforced approval or guardrail gates could not be verified. | Unable to verify |
| Security, Identity & GovernanceNewton runs natively in your cloud with no movement of sensitive data, but named security certifications, single sign on, or role based access controls could not be verified in public sources. | Unable to verify |
| Observability & AuditabilityNewton gives full transparency into the code and processes its agents execute so analysts can see and trust every analysis, strong visibility short of a documented comprehensive audit trail, so partial. | Partial |
| Memory & State PersistenceNewton states that its agents learn and improve over time, but a first class persistent cross session agent memory could not be verified. | Unable to verify |
| Deployment & Data ResidencyNewton runs natively inside a customer's own cloud and data environment with no movement of data, genuine data control and residency, though a shippable self hosted or air gapped build was not documented, so partial. | Partial |
| Prebuilt Agents, Templates & PacksNewton arrives with a team of specially trained expert agents and a curated marketing science playbook of push button blueprints for common analytics use cases, a strong curated pack short of a browsable marketplace of cloneable agents, so partial. | Partial |
| Triggers & Channel CoverageNewton answers natural language questions and refreshes dashboards in minutes, but beyond user initiated analytics a first class event or schedule trigger system with broad channel coverage could not be verified. | Unable to verify |
| Model Flexibility & RoutingNewton builds and executes analytics and measurement models on your data, but user facing large language model routing or provider selection could not be verified. | Unable to verify |
| APIs, SDKs & MCP ExtensibilityNewton can be incorporated into a company's own user interface and measurement solutions and is listed on the Databricks Marketplace, an embeddable surface though a full public application programming interface, software development kit, and Model Context Protocol server were not all confirmed, so partial. | Partial |
| Testing, Debugging & OptimizationNewton regularly tests its agents against more than a hundred and ten marketing analytics questions for accuracy and lets users build and iterate on their own optimization and measurement, real testing and optimization discipline short of a full user facing evaluation framework, so partial. | Partial |
| Browser & Computer UseNewton agents write and execute analytics code inside a data environment, but general browser or computer use as a first class capability could not be verified. | Unable to verify |
Recent platform changes
No recent material changes tracked yet.
Pricing
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