Enterprise
Private research infrastructure.Not survey software. A dedicated deployment.
Lewsearch Enterprise is a fully isolated GPU deployment running our proprietary Lewis model — unlimited studies, zero external API calls, and complete data isolation for teams that cannot put proprietary research on shared SaaS infrastructure.
From $5,000
/ month · custom contracts $5,000–$50,000
No self-serve checkout. Enterprise is a scoped deployment conversation.
Why teams deploy privately
Three reasons procurement approves this.
Unlimited Studies
Screen concepts and messages before you spend $4,000–$12,000 on a live focus group — for one flat monthly fee.
Run as many panel studies, message tests, and focus groups as your team needs. No credits, no caps, no per-study procurement cycles. Scale research volume without scaling vendor spend.
Dedicated Inference
Your own GPU instance. No shared queue.
Each deployment runs on a dedicated L40S, A100, H100, or B200 instance — or a private cluster sized to your throughput requirements. Guaranteed capacity, predictable latency, and uptime SLA. Your workloads never compete with other customers.
Data Isolation
Proprietary research never touches shared infrastructure.
All inference runs on your isolated instance via our proprietary Lewis model. Zero external API calls. No third-party model providers. Research inputs, cohort definitions, and outputs remain within your deployment boundary — built for procurement, legal, and compliance review.
Economics
Traditional panels vs. private infrastructure.
Traditional focus groups
$4,000–$12,000
per study · weeks to recruit
- Per-project vendor procurement
- Limited geography and sample size
- No iteration within the same budget cycle
Lewsearch Enterprise
From $5,000/mo
unlimited studies · dedicated GPU · isolated data
- ✓Run as many studies as needed monthly
- ✓Results in minutes, not weeks
- ✓Flat fee replaces per-study vendor spend
Deployment scope
What's included.
Each customer receives a dedicated instance running 24/7. Your team gets the full Lewsearch research stack — studies, focus groups, message testing, API access — on infrastructure that belongs only to you.
- ✓Dedicated L40S, A100, H100, or B200 GPU instance or cluster
- ✓Unlimited studies, focus groups, and questions
- ✓Custom cohort builds and audience segmentation
- ✓Branded company login — your logo and workspace URL
- ✓Multi-seat access with admin roles and permissions
- ✓Audit log of every study, export, and API call
- ✓Individual API keys per seat — issue, rotate, revoke
- ✓White-label PDFs and workspace branding
- ✓White-glove onboarding and deployment
- ✓Dedicated account manager
- ✓All inference on Lewis — no OpenAI, Anthropic, or external model calls
Architecture
Built for compliance review.
Zero external inference
All respondent simulation runs on Lewis, our proprietary fine-tuned model, deployed on your dedicated GPU. No prompts sent to OpenAI, Anthropic, Google, or any third-party API. Your research data stays within the deployment boundary.
Full isolation
Not multi-tenant SaaS with a “dedicated namespace.” A physically separate GPU instance per customer — no shared queue, no contention, no co-mingling of research inputs or outputs with other organizations.
Custom MSAs, security questionnaires, and vendor onboarding packages available on request.
Programmatic access
A research API with no per-call cost.
Every deployment exposes the same calibrated panel over a REST API and a typed npm install lewsearch SDK. Because inference runs on your own dedicated Lewis instance — with zero external API calls — there is no per-message inference fee. Your data, pricing, and product teams can query and re-query at scale, programmatically, within your monthly deployment.
- ✓Per-seat API keys — issue, rotate, revoke
- ✓Unlimited 1:1 participant follow-ups, no message cap
- ✓Price-sensitivity and message testing at scale
- ✓Every call written to your audit trail
Team workspace
Your brand. Your users. Full visibility.
Enterprise deployments include a private workspace for your organization — not a shared Lewsearch account with extra seats bolted on.
Branded login
Your logo on a dedicated sign-in page at your company URL. Researchers enter your workspace — not a shared Lewsearch account.
Team seats
Invite analysts, strategists, and client stakeholders. Role-based access controls who can run studies, view results, or manage the workspace.
Admin & audit log
Workspace admins see who ran what, when, and what was exported. Full activity history, exportable for compliance and internal review.
API keys per seat
Each team member gets their own key for programmatic access. Issue, rotate, or revoke individually — no shared credentials to leak.
Who deploys
Built for organizations with data handling requirements.
Market research firms
Ipsos, Kantar, Nielsen tier
Pharma & life sciences
Behavioral studies, concept testing, patient insight
Financial services
Research departments, product insight, compliance-sensitive work
Government contractors
Classified-adjacent research, data handling requirements
Regulated enterprises
Any org where data isolation is a procurement requirement
Next step
Start with a discovery call.
We'll scope your research volume, compliance requirements, and deployment size. Custom contracts from $5,000 to $50,000 per month depending on organization size and GPU configuration.
Or email jeffrey@lewsearch.com · View self-serve pricing