Needle
St. Louis, US · 1 known investors
Find your way into Needle
426 people in our graph share verified history with the Needle team — schools, employers, funds. One of them is your warm intro.
Capacity is a unified customer experience automation platform that uses AI to power support activities for contact centers and enterprise teams, including AI agent self-service, agent assist, and post-call automation. The platform helps organizations reduce support costs, improve customer satisfaction, and enable human agents to focus on complex issues while AI handles routine inquiries.
Also known as Capacity
Founders & leadership
Investors · 1
Company profile
researched Aug 2026Capacity, operating at needle.com, offers a unified customer-experience (CX) automation platform for contact centers. The platform connects an organization's knowledge, data and systems into what the company calls an AI Knowledge Orchestration Layer, which underpins AI agents, real-time agent assist, automated quality assurance (auto QA) and conversational intelligence. The stated aim is to reduce support costs, resolve routine inquiries without human escalation, and improve customer satisfaction.
Product modules include AI Agents that resolve inquiries and take actions across channels; Agent Assist, which supplies human agents with customer context, sentiment analysis, conversation guidance and next-step recommendations in real time; Analyze & Improve, a conversation-intelligence capability that automatically scores interactions; Outbound, for automated SMS and voice outreach such as appointment reminders, payment nudges and promotions; Builder Agents, which use AI to create and deploy additional agents and workflows; and Continuous Optimization, which analyzes interactions and outcomes to refine support strategy and back-end workflows. Supported channels are chat, SMS, voice and email, with knowledge trained once and applied across all channels.
Business model
Capacity sells a software platform to businesses, positioning a single vendor as a replacement for multiple point AI tools used in contact centers. Go-to-market activity centers on demo requests and consultations with sales specialists; specific pricing is not disclosed on the site.
Traction
The company reports serving more than 20,000 organizations, more than 1.5 million users and over 36.3 billion automated interactions, and cites automation of up to 90% of customer inquiries in retail and e-commerce use cases.
▸Full profile — market position, technology, go-to-market
Market position
Presented as a consolidated alternative to multi-vendor AI tooling in the contact center software market, with claimed adoption of more than 20,000 organizations and 1.5 million users.
Capacity positions itself against contact centers that stitch together four or five disconnected AI vendors, arguing that a single platform built on a shared knowledge orchestration layer keeps answers consistent across channels, reduces integration and vendor-management overhead, and compounds learning because every module draws on the same knowledge base.
Technology
The platform is described as built on agentic and generative AI. Its AI Knowledge Orchestration Layer combines large language models, retrieval-augmented generation and the customer's own data to produce context-aware responses. AI agents are described as able to reason across multiple steps, make decisions, trigger workflows and hand off to human agents when needed. Auto QA evaluates 100% of interactions, and the system is presented as improving with each interaction. The platform integrates with customers' existing software stack, and healthcare deployments are described as HIPAA-compliant.
Go-to-market
Inbound, content-led marketing with demo requests, case studies, an eBook on optimizing AI in the modern contact center, and industry-specific solution pages for retail and e-commerce, financial services, contact centers and healthcare automation.
Mid-market and enterprise contact centers, typically organizations running 50 to 500+ agents, in industries including healthcare, retail and e-commerce, financial services and insurance. Buyers are framed as leaders responsible for CX outcomes who face pressure to lower costs while maintaining service quality.
Compiled by commissioned research from 1 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
▸Research sources · 1
primary sources listed
- Needleneedle.com · web
1 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Needle do?
- Capacity is a unified CX automation platform using AI agents to handle customer support across voice, chat, SMS, email and web.
- Who founded Needle?
- Needle was founded by David Karandish, Chris Sims.
- Who are Needle's investors?
- Needle's investors include Escalate Capital Partners.
- Where is Needle headquartered?
- Needle is headquartered in St. Louis, US.