What Oper8r does

Oper8r (Oper8r, Inc.) is a private SaaS company headquartered in San Francisco that builds an AI-native agent platform for responding to RFPs, security questionnaires, and vendor assessments. The product targets B2B sales and presales organizations — specifically Sales Engineers, Account Executives, RevOps, and Product Marketing/Sales Enablement teams — whose core pain points are repetitive manual response work, SME burnout, and slow turnaround on complex questionnaires. Named customers visible on the website include Box, Twilio Segment, Decusoft, Statsig, Gainsight, New Relic, Revdup, and Collate, spanning both enterprise and earlier-stage SaaS companies.

The platform is built on a modular AI agent architecture backed by a vector database and embeddings that self-update from crawled website content, uploaded files, and curated knowledge. Oper8r exposes three primary surfaces — Chat Mode (conversational Q&A with cited answers), Document Mode (AI-assisted rich text editor for proposals and RFP documents), and Spreadsheet Mode (Excel-like auto-fill for questionnaires with confidence scoring) — unified by a central Context Layer. It supports multiple frontier AI models (Google Gemini 3 Flash, xAI Grok 4.1, Anthropic Claude Sonnet 4.5, OpenAI GPT-5.2), offers native integrations with Slack and Google Drive, exposes organization-scoped APIs, and ships MCP tools so the agent can be embedded into ChatGPT, Claude, Cursor, Codex, and other MCP-compatible clients. Oper8r claims 82% faster RFP and security questionnaire completions, with batch processing and auto-approve thresholds for high-confidence answers.

Commercially, Oper8r runs a sales-led motion with a 'Book a demo' CTA complemented by self-serve onboarding (marketed as 'less than 5 minutes to setup'). Pricing is described as simple, transparent, and subscription-based with annual billing cadence; specific tiers are not publicly disclosed. The company is founder-led by Ryan Musser, a former SE leader at Statsig, Segment, Intercom, and New Relic, and raised its first external funding round in 2025 (amount undisclosed). Revenue and headcount (2–10 employees) indicate an early-stage operation.

Name

Oper8r

Legal name

Oper8r, Inc.

Website

https://oper8r.io

Company type

Private

Founded year

2024

Operating status

Operating

Headcount range

1–10 employees

Short description

Oper8r is a San Francisco-based SaaS company that builds an AI-native agent platform to automate RFP responses, security questionnaires, and vendor assessments for B2B sales engineers, account executives, and RevOps teams.

Ownership category

akta.pro rank

Product category

RFP Automation Software

NAICS

Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Sales Force Automation (SFA) CRM (HDAEAFAA)

akta.pro secondary industry

B2B/EDI & Supply Chain Process Automation Platforms (HDAEAHAK)

Keywords

• RFP automation software
• Security questionnaire tools
• AI sales enablement
• Presales workflow tools
• GTM engineering platform

Headquarters

HQ city

San Francisco

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Marketing or Sales, Operations

Revenue model

1. SaaS Subscription: Subscription-based SaaS model with pricing tiers. Oper8r operates as Oper8r, Inc. offering their RFP automation platform as a service.

Pricing tiers

Go-to-market motion1 record

Distribution channels2 records

Marketing channels5 records

Core offering

Oper8r is an AI-native agentic SaaS platform that automates RFP (Request for Proposal) responses and security questionnaire completion for B2B sales teams. The platform combines Chat, Document, and Spreadsheet modes powered by a self-learning Context Layer that ingests company websites, documentation, files, and prior answers to generate cited, grounded responses. It targets Sales Engineers, Account Executives, RevOps, and Sales Enablement teams at B2B SaaS companies dealing with complex, repetitive RFP and questionnaire work.

Product overview

Oper8r is a unified AI agent platform for RFPs and security questionnaires, built as a SaaS product with multiple integrated workflows. The core product consists of three main modes: Chat Mode (conversational Q&A with cited answers), Document Mode (AI-powered rich text editor for proposals and RFP documents), and Spreadsheet Mode (Excel-like interface for processing questionnaire spreadsheets with AI auto-fill). These modes are powered by the Context Layer, which serves as the central knowledge management system storing uploaded files, curated knowledge, company identity, and crawled website/documentation content. Supporting infrastructure includes Project Collaboration (task management with annotations), Integrations (Slack, Google Drive, websites, MCP clients), APIs, MCP Tools, and Agent Skills. The platform also offers an RFP ROI Calculator tool. Oper8r emphasizes cited, grounded answers with source tracking and human review capabilities.

Differentiator

Problem solved

Functional benefit

Products and services

• oper8r AI Agent Platform An AI-native agentic SaaS platform that automates RFP and security questionnaire responses for B2B sales and presales teams. The platform includes Chat, Document, and Spreadsheet modes, a self-learning Context Layer (knowledge base), project collaboration, integrations (Slack, Google Drive, website crawling, MCP clients), APIs, MCP tools, and Agent Skills. Customers include Box, Twilio Segment, Decusoft, Statsig, Gainsight, and New Relic.
• RFP ROI Calculator A free standalone calculator tool that lets prospects estimate the time savings and revenue lift achievable by automating RFP responses using oper8r. Users input RFP volume, hours spent per RFP, loaded hourly rate, average contract value, expected time reduction, and dropped RFP percentage to generate quarterly and annual impact estimates. Used as a mid-funnel demand generation asset.

Quantifiable outcome

• 82% faster RFP and security questionnaire completions
• +4 more outcomes

Named customers6 records

Segments4 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration12 records

AI capability8 records

Feature10 records

Partnerships

Eight partnerships are on record, tiered core infrastructure, core product and core ai infrastructure.

• Vercelcore infrastructureTechnology or Integration · 4 July 2026Cloud hosting provider for oper8r's website and applications. Privacy practices available at vercel.com/legal/privacy. Standard cloud infrastructure partnership for SaaS deployment.
• PostHogcore productTechnology or Integration · 4 July 2026Analytics, feature gating, and experimentation platform. Used to analyze user behavior, manage feature rollouts, and conduct A/B tests to improve the Service.
• ScoutOScore ai infrastructureTechnology or Integration · 4 July 2026AI workflow management and execution platform. Leveraged for managing and executing AI workflows within oper8r's service.
• OpenAIcore ai infrastructureTechnology or Integration · 4 July 2026AI model provider for certain AI functionalities within the Service. Integration for GPT-based AI capabilities.
• Google Cloud Platform (GCP)core infrastructureTechnology or Integration · 4 July 2026Infrastructure services supporting AI workflows and other operations. General privacy policy applies.
• Exacore ai infrastructureTechnology or Integration · 4 July 2026AI-powered search capabilities provider. Used for search functionality within the oper8r platform.
• Clerkcore productTechnology or Integration · 4 July 2026User authentication and account management platform. Manages user authentication and accounts.
• Stripecore productTechnology or Integration · 4 July 2026Payment processing provider. Used for payment processing of paid products and/or services. Oper8r does not store payment card details.

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Loopio: Loopio is a leading RFP response management platform used by enterprise teams to centralize answer libraries and automate questionnaire completion. It is the most direct incumbent competitor to Oper8r in the RFP automation category.
• Responsive (formerly RFPIO): Responsive is a well-established RFP and proposal management platform serving large enterprise sales teams. It is one of the two dominant legacy players that Oper8r explicitly positions against on AI-native architecture.
• Inventive AI: Inventive AI is an AI-native RFP response and sales content platform built around generative AI. It competes with Oper8r in the emerging AI-first RFP automation segment targeting B2B SaaS sales teams.
• Arphie: Arphie is an AI agent for RFPs and security questionnaires aimed at B2B SaaS companies. It overlaps directly with Oper8r's chat, document, and spreadsheet modes and target buyer (SEs, RevOps).

Broad incumbents

• PandaDoc: PandaDoc is a broader document automation and e-signature platform that also handles proposal generation. It overlaps with Oper8r's Document Mode but addresses a wider workflow beyond RFPs.
• Salesloft: Salesloft is a sales engagement platform that touches adjacent workflows Oper8r expands into (follow-ups, prospecting, call summaries). Oper8r could be embedded alongside or compete for parts of the same GTM stack budget.
• Outreach: Outreach is a leading sales execution platform that also touches call follow-ups and deal workflows. Oper8r's Call Follow Ups feature places it in partial overlap with Outreach's Kaia conversation intelligence.
• Seismic: Seismic is a sales enablement and content management platform whose answer-library and content automation capabilities overlap with Oper8r's Context Layer and Knowledge Library.
• Highspot: Highspot is a sales enablement platform that powers content delivery, training, and engagement analytics. It is adjacent to Oper8r's enablement and PMM use cases (battlecards, one-pagers).

Emerging players

• Proposify: Proposify is a proposal automation tool that competes in document-style RFP and proposal workflows. It overlaps with Oper8r's Document Mode but is positioned more for SMB than enterprise SE-led workflows.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Oper8r