Company profile: Abacus AI
1.1 - Company Overview
Company description
- Provider of an AI-assisted data science and end-to-end MLOps platform that helps organizations design, train, and operationalize machine and deep learning models, and plug-and-play deep learning into customer experiences and business processes. Solutions include AI agents, ChatLLM, forecasting and planning, anomaly detection, language AI, and personalization AI.
Products and services
- AI Agents: Automates tasks and processes by accessing diverse data sources, making real-time decisions, and driving business process automation across business processes, end-to-end
- Forecasting and Planning: Generates accurate forecasts even with sparse data, includes what-if scenario analysis and triggers automated re-training of models, automated
- ChatLLM: Creates customizable chatbots using fine-tuning and Retrieval Augmented Generation, compatible with various LLMs for tailored conversations and grounded responses, RAG-enabled
Key contacts
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Financial details
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1.2 - Competitors and similar companies to Abacus AI
A4Vision
HQ: United States
Website
- Description: Provider of products and services; specific product and service details are not available.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
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- Total funding raised: $●●●m
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Paravision
HQ: United States
Website
- Description: Provider of industry-leading Vision AI software, globally deployed and ethically developed, trusted by security device manufacturers, solution providers, systems integrators, and financial services firms to deliver frictionless experiences and comprehensive safety and security, from the latest in Edge AI platforms to cloud-ready.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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DarwinAI
HQ: Canada
Website
- Description: Provider of Generative Synthesis 'AI building AI' technology that enables optimized and explainable deep learning; based on distinguished scholarship by an award-winning team led by a Canada Research Chair in AI, taking the guesswork out of building better AI and providing manufacturers with an end-to-end solution.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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Kumo AI
HQ: United States
Website
- Description: Provider of a SaaS AI platform enabling technical and non-technical users to build state-of-the-art predictive models on relational data and traverse the ML lifecycle. Solutions include customer retention and next best action, forecasting and anomaly detection, entity resolution and knowledge graph enrichment, fraud and abuse detection, and embeddings for data scientists.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
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MemryX
HQ: United States
Website
- Description: Provider of edge AI acceleration solutions as a fabless semiconductor company, offering the MX3 AI Accelerator (over 5 TFLOPs, low power), a 1-click Edge AI compilation and optimization solution, the MX-SDK for deployment optimization, a proprietary AI-optimized dataflow pipeline for deterministic low-latency performance, and scalable processing that linearly cascades chips to support large or multiple AI models.
- Rationale: This competitor operates in a highly similar market segment with overlapping features.
- Company type: Private company
- Employees: ●●●●●
- Total funding raised: $●●●m
- Backers: ●●●●●●●●●●
- Acquisitions: ●●
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2.M&A buyers
2.1 Potential strategic acquirers in the sector
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2.2 - Strategic buyer groups for Abacus AI
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Buyer group 3: ████████ ████████
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3. Investors and private equity firms
3.1 - Buyout funds investing in similar companies to Abacus AI
2.2 - Growth funds investing in similar companies to Abacus AI
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4 - Top valuation comps for Abacus AI
4.2 - Public trading comparable groups for Abacus AI
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