Modaic
Modaic is a San Francisco-based, privately held startup founded in 2025 that builds LLM infrastructure to scale large language models for classification, ranking, judging, and extraction tasks, serving developers and teams operationalizing LLMs in production.
- Company typePrivate
- Founded2025
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What Modaic does
Modaic is a privately held, early-stage company founded in 2025 and based in San Francisco. According to its firmographic data, the company is positioned as a provider of LLM infrastructure aimed at scaling large language models for specific production tasks — namely classification, ranking, judging, and extraction. The tagline "Simulating human judgement at scale" suggests an orientation toward LLM-as-a-judge and evaluation-style workloads, where ensembles or structured prompting of LLMs are applied to replicate human labeling and judgment decisions at volume. Source material also indicates the product operates on text modality only and is built around natural language processing capabilities.
The company's technology footprint is described in broad terms: "LLM infrastructure for scaling classification, ranking, judging, and extraction tasks," with no documented named products, modules, SDKs, or proprietary features disclosed beyond the capability set itself. There is no reference to in-house foundation models, custom training pipelines, patents, or published research, so the technical posture appears to be an applied layer that orchestrates and scales third-party LLMs rather than a foundation-model lab. The website (modaic.dev) is active, signaling operations are underway, but no app, API, or SDK language is confirmed in the source data.
Modaic has not publicly disclosed pricing, customer segments, named design partners or paying customers, distribution channels, partnerships, or revenue mechanics. Headcount is stated as 1-10, no management team bios are documented, no funding rounds are recorded, and ownership/parent-company relationships are unevidenced. As a result, the business model — how the company monetizes (per-call API, subscription, managed service, etc.) — cannot be characterized from the available material beyond the inference that it serves developers or teams operationalizing LLMs for the enumerated tasks.
Modaic firmographics
Firmographics- Name
- Modaic
- Website
- https://modaic.dev
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- Modaic is a San Francisco-based, privately held startup founded in 2025 that builds LLM infrastructure to scale large language models for classification, ranking, judging, and extraction tasks, serving developers and teams operationalizing LLMs in production.
- Ownership category
- akta.pro rank
Modaic industry classification
Industry- Product category
- LLM Infrastructure
- NAICS
- Computer Systems Design and Related Services (54151)
- SIC
- Services-Prepackaged Software (7372)
- akta.pro primary industry
- Prompt Engineering, Orchestration & LLMOps Tooling (HDAAACAD)
- akta.pro secondary industries
- LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG) (HDAEANAD), NLP Developer Tools & Evaluation (prompting, testing, benchmarks) (HDAAADAK)
Keywords
Where Modaic is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Markets served
Modaic business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Infrastructure, Marketing or Sales
Modaic product offering
Product offeringCore offering
Modaic provides LLM infrastructure for scaling classification, ranking, judging, and extraction tasks. The platform is designed to enable scalable deployment of large language models in production environments, simulating human judgment for these specific text-processing use cases. The company positions itself as the optimal solution for scaling LLMs for targeted NLP tasks traditionally requiring human review.
Product overview
Based on the available source, Modaic offers a platform for scaling LLMs. The source mentions capabilities for classification, ranking, judging, and extraction tasks, but no specific named products, modules, or detailed product architecture are provided in the limited homepage content.
Differentiator
Problem solved
Functional benefit
Products and services
- Modaic LLM Scaling Platform An LLM infrastructure platform for AI/ML teams and developers that need to scale large language models for classification, ranking, judging, and extraction tasks in production environments.
Companies that use Modaic
Customer profileIdeal customer profiles1 record
Modaic technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability2 records
Modaic partnerships and signals
Strategic signalRecent moves2 records
Expansion highlights3 records
Modaic competitors and assessment
Company assessmentDirect peers
- Braintrust: Braintrust offers an LLM evaluation and observability platform that lets teams score, rank, and judge model outputs, mirroring Modaic's core task set.
- PromptLayer: PromptLayer is a prompt management and LLM evaluation platform that helps teams version, test, and judge prompts—comparable to Modaic's classification and judging tooling.
- Arize AI: Arize AI delivers LLM observability and evaluation tooling for production AI systems, covering many of the same judging/classification/extraction use cases as Modaic.
- Humanloop: Humanloop is an LLM evaluation and prompt engineering platform for measuring, ranking, and judging model outputs—closely aligned with Modaic's judging/ranking positioning.
- Helicone: Helicone provides observability, routing, and scaling infrastructure for production LLM applications, directly comparable to Modaic's LLM scaling infrastructure value proposition.
- LangChain: LangChain provides a framework and platform for orchestrating LLM workflows (classification, extraction, agents, evaluation) that closely overlap with Modaic's task-focused LLM scaling tooling.
- LlamaIndex: LlamaIndex builds LLM data and workflow infrastructure for indexing, retrieval, and structured extraction tasks—directly overlapping Modaic's extraction and classification focus.
Emerging players
- DeepEval (Confident AI): DeepEval/Confident AI is an open-source LLM evaluation framework focused specifically on testing and ranking LLM outputs, intersecting with Modaic's judging and ranking focus.
Broad incumbents
- Scale AI: Scale AI operates a broad data and evaluation platform for AI, including LLM ranking and judgement workflows used by major model labs—closer in scope than a direct single-feature competitor.
- Cohere: Cohere offers enterprise LLMs plus a toolset for classification, reranking, and extraction via its API, overlapping with several of Modaic's named task capabilities.
Market position
Strengths3 records
Weaknesses3 records
Competitive moat2 records
Key risks4 records
Key highlights4 records
Customer concentration
Modaic social profiles
Digital presenceModaic financial estimates
Financial estimateRevenue estimate
Valuation estimate
Modaic leadership team
Management profileNumber of profiles
Modaic funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Modaic M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Modaic
What does Modaic do?
Modaic provides LLM infrastructure for scaling classification, ranking, judging, and extraction tasks. The platform is designed to enable scalable deployment of large language models in production environments, simulating human judgment for these specific text-processing use cases. The company positions itself as the optimal solution for scaling LLMs for targeted NLP tasks traditionally requiring human review.
Is Modaic a public or private company?
Modaic is a private company. It is classified as unknown and is currently operating.
When was Modaic founded?
Modaic was founded in 2025. It employs 1 to 10 people.
Where is Modaic based?
Modaic is headquartered in San Francisco, United States, in the North America region.
Who are Modaic's main competitors?
Direct peers on record are Braintrust, PromptLayer, Arize AI, Humanloop, Helicone, LangChain and LlamaIndex. DeepEval (Confident AI) is listed as an emerging player. Broad incumbents are Scale AI and Cohere.
Does Modaic have an API?
No public API is recorded for Modaic.
What industry is Modaic in?
Modaic's product category is LLM Infrastructure. Its primary akta.pro industry code is HDAAACAD, Prompt Engineering, Orchestration & LLMOps Tooling, with a secondary code of HDAEANAD, LLMOps & Generative AI Platforms (Prompt/Agent Orchestration, RAG). Its NAICS code is 54151 and its SIC code is 7372.