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Elicit Tech Stack

AI research assistant for automating evidence synthesis and literature review

Research Services Oakland, CA 11–50 employees Founded 2023 Privately Held

Elicit is an early-stage AI research assistant (founded 2023, 11–50 employees) built on Python, Node.js, Next.js, and Kubernetes. The tech stack reveals a modern ML-first infrastructure: Flyte for workflow orchestration, Apache Spark for data processing, and semantic search at scale. Active projects show a dual focus—shipping new product features (Elicit Plus subscription, multi-call LLM pipelines) while simultaneously building enterprise GTM motion (sales playbook, pipeline analytics). Pain points confirm the tension: shipping velocity friction alongside long sales cycles and scaling challenges.

Tech Stack 12 technologies

Core StackNode.js Python Next.js TypeScript Kubernetes GitHub Tailwind CSS React Apache Spark Chakra UI Flyte GitOps

What Elicit Is Building

◆Challenges

Long complex sales cycles
Expanding enterprise sales
Shipping functionality faster
Scaling enterprise adoption
Establishing measurement frameworks
Scaling semantic search
Managing multiple ml models
Expanding user base
Meeting demand for new features
Ingesting massive heterogeneous data

▲Active Projects

Enterprise sales playbook
Language-model-first paradigms
Establish reporting and analytics for pipeline impact
Multi-call language model pipelines
Dataset curation for policy extraction
Semantic search scaling
Develop computational procedures to improve knowledge state over thousands of iterations
New elicit features
Elicit plus subscription plan
Ai model management

Hiring Activity

Minimal15 roles · 0 in 30d

Department

Engineering

5

Sales

3

Marketing

2

Product

2

Data

1

Other

1

Research

1

Seniority

Senior

9

Mid

3

Intern

1

Lead

1

Other

1

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About Elicit

Elicit is a public benefit company offering an AI-powered research assistant designed to automate time-consuming research workflows—summarizing papers, extracting structured data, and synthesizing findings. The product targets researchers and knowledge workers who need faster evidence synthesis. The company is organized around engineering, sales, marketing, product, and data functions, with a senior-heavy team (9 of 15 headcount). Current focus areas include enterprise customer expansion, subscription offerings, and underlying ML infrastructure (multi-model management, semantic search scaling, large-scale data ingestion).

HeadquartersOakland, CA

Company Size11–50 employees

Founded2023

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Elicit use?

Elicit's core stack includes Node.js, Python, Next.js, TypeScript, React, Kubernetes, and Flyte. For data processing, they use Apache Spark; infrastructure is managed via GitOps and GitHub.

What is Elicit working on?

Elicit is developing an enterprise sales playbook, Elicit Plus subscription plan, multi-call LLM pipelines, semantic search scaling, and dataset curation for policy extraction. Internal priorities include AI model management and pipeline analytics infrastructure.