oper8r
oper8r is a GTM engineering platform that builds account memory, AI workflows, and operating systems for enterprise revenue teams, combining consulting services with a proprietary memory layer over CRM, call, and document systems.
- Company typePrivate
- Founded2025
- HeadquartersSan Francisco, United States
- Headcount1–10
- GTM typeB2B
- OfferingSoftware
What oper8r does
oper8r is a GTM engineering platform that builds account memory infrastructure, AI workflows, and operating systems for enterprise revenue teams. Founded in 2025 by Ryan Musser (formerly at Segment, Intercom, New Relic, and Statsig), the company was created to address the gap between the technical work revenue teams need done and the availability of GTM engineering talent in-house. The core product is a memory layer that sits above existing systems of record (CRM, call recordings, internal chat, documents, product data) and synthesizes identity resolution, account graphs, signal tracking, and source evidence into reusable account context. On top of this memory layer, the platform exposes specialized modules including Questionnaire Mode for CSV-based RFP and security questionnaire automation, Content Mode for generated outbound and follow-up content, MCP Tools and Agent Skills for exposing capabilities to LLM clients, and productized consulting engagements for hands-on implementation.
The underlying technology combines proprietary retrieval and context orchestration with third-party AI infrastructure (OpenAI for LLMs, ScoutOS as the AI operating system, plus infrastructure from Vercel, GCP, and Exa). Oper8r integrates with HubSpot, Salesforce, Slack, Google Drive, Gong, and Fathom, and supports deployment as hosted, self-hosted, or in-environment to meet enterprise security requirements. AI capabilities span knowledge retrieval, process automation, generative content, and natural language processing — all grounded in approved source materials with cited responses and confidence scoring.
The business model combines professional services (GTM engineering consulting engagements, including audit, implementation, and ongoing managed workflow support) with what appears to be an emerging recurring subscription layer for deployed agent infrastructure. Pricing is fully custom and quote-based with no public rate card, and engagements are described as multi-year contracts. Go-to-market is founder-led direct enterprise sales, targeting established revenue operations and GTM engineering functions. Named reference customers include Box, Twilio Segment, Statsig, Gainsight, New Relic, Decusoft, Revdup, and Collate, all enterprise SaaS or tech-adjacent firms. The company is headquartered in San Francisco, operates with 1-10 employees, and has raised a first venture round plus a $100,000 SEC offering filed in December 2025.
oper8r firmographics
Firmographics- Name
- oper8r
- Legal name
- Oper8r, Inc.
- Website
- https://oper8r.io
- Company type
- Private
- Founded year
- 2025
- Operating status
- Operating
- Headcount range
- 1–10 employees
- Short description
- oper8r is a GTM engineering platform that builds account memory, AI workflows, and operating systems for enterprise revenue teams, combining consulting services with a proprietary memory layer over CRM, call, and document systems.
- Ownership category
- akta.pro rank
oper8r industry classification
Industry- Product category
- Sales Enablement / Revenue Operations Software
- NAICS
- Custom Computer Programming Services (541511), Software Publishers (5132)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)
- akta.pro primary industry
- Intelligent Document Processing (IDP) & OCR Automation (HDAEAHAC)
- akta.pro secondary industries
- Document Capture, Scanning, OCR/ICR & Intelligent Document Processing (IDP) (HDAEAGAD), OCR, ICR & Intelligent Document Processing (IDP) (BPAAAKAB)
Keywords
Where oper8r is headquartered
LocationHeadquarters
- HQ city
- San Francisco
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
oper8r business model
Business model- GTM type
- B2B
- Offering type
- Software
Revenue model
- GTM Engineering Services: Consulting and professional services for building account memory, AI workflows, and GTM operating systems. Engagement-based model with custom implementations for revenue teams.
- Agent Infrastructure Subscriptions: Ongoing platform access and support for deployed GTM agent infrastructure and workflows, potentially with subscription pricing for maintenance and updates.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Other | Multi-year contract | Custom quote-based engagements |
Go-to-market motion1 record
Distribution channels2 records
Marketing channels4 records
oper8r product offering
Product offeringCore offering
oper8r provides a GTM engineering platform that helps revenue teams build account memory, AI-powered workflows, and operating systems. Its offering combines hosted or self-hosted software (Questionnaire Mode, Content Mode, MCP Tools, Agent Skills) with hands-on consulting engagements that map source systems, design account memory layers, and implement reusable GTM workflows such as account briefs, RFP responses, outbound, and handoffs.
Product overview
Oper8r is a GTM engineering platform that provides a unified system for revenue teams to build account memory, AI workflows, and operating systems. The core platform is complemented by specialized modules: Questionnaire Mode for automating CSV-based RFPs and security questionnaires; Content Mode for generating blogs, follow-ups, and RFP documents; MCP Tools for exposing capabilities to AI clients; Agent Skills for teaching clients how to use the tools; and Consulting Engagements for hands-on implementation support. The platform integrates with CRM systems (HubSpot, Salesforce), communication tools (Slack), document platforms (Google Drive), and call recording systems (Gong, Fathom) to synthesize account context from multiple sources into actionable workflows.
Differentiator
Problem solved
Functional benefit
Quantifiable outcome
- Reduced manual effort on RFP responses through automation
- +1 more outcomes
Companies that use oper8r
Customer profileNamed customers8 records
Segments3 records
oper8r technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration6 records
AI capability7 records
Feature5 records
oper8r partnerships and signals
Strategic signalPartnerships
Two partnerships are on record, tiered core.
- ScoutOScoreAI operating system integrated into oper8r's GTM workflows. ScoutOS provides the AI workflow engine powering account memory and automation capabilities.
- OpenAIcoreAI/LLM provider powering the intelligent automation in oper8r's GTM workflows, including RFP response generation and workflow automation.
Scale indicators2 records
Recent moves6 records
Expansion highlights6 records
oper8r competitors and assessment
Company assessmentBroad incumbents
- Outreach: Established sales engagement platform that has been adding AI workflow and account intelligence capabilities, increasingly overlapping with oper8r's outbound and follow-up automation.
- Salesloft: Sales engagement and revenue orchestration platform with workflow automation capabilities that compete for the same RevOps buyer oper8r serves.
Direct peers
- Responsive (formerly RFPIO): RFP, security questionnaire, and proposal automation vendor serving enterprise revenue and sales engineering teams — direct overlap with oper8r's questionnaire and RFP response capabilities.
- Gong: Revenue intelligence platform that records calls, transcribes conversations, and surfaces deal signals — directly adjacent to oper8r's account memory and call follow-up workflows for revenue teams.
- Loopio: RFP and questionnaire response automation platform — the most direct head-to-head competitor for oper8r's Questionnaire Mode and RFP automation workflow.
- Clari: Revenue operations platform that captures account and pipeline signals across the revenue cycle, competing for the same 'GTM memory' budget that oper8r targets.
Emerging players
- Mutiny: AI-powered website personalization and ABM platform that also layers AI workflows on top of CRM data for revenue teams — adjacent category but same buyer persona.
- Regie.ai: AI-driven sales content and sequence generation platform targeting the same outbound and follow-up automation workflows that oper8r's Content Mode addresses.
- 11x.ai: AI-powered digital SDR that automates outbound prospecting — competes for the same GTM engineering budget and represents an alternative architectural approach to automating revenue workflows.
- Lavender: AI sales email coaching and writing assistant for revenue teams — competes for the same AE budget and overlapping outbound/follow-up use cases oper8r addresses.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat4 records
Key risks6 records
Key highlights6 records
Customer concentration
oper8r social profiles
Digital presenceoper8r financial estimates
Financial estimateRevenue estimate
Valuation estimate
oper8r leadership team
Management profileNumber of profiles
oper8r funding detail
Funding detailFunding overview
Funding rounds1 record
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
oper8r 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 oper8r
What does oper8r do?
oper8r provides a GTM engineering platform that helps revenue teams build account memory, AI-powered workflows, and operating systems. Its offering combines hosted or self-hosted software (Questionnaire Mode, Content Mode, MCP Tools, Agent Skills) with hands-on consulting engagements that map source systems, design account memory layers, and implement reusable GTM workflows such as account briefs, RFP responses, outbound, and handoffs.
Is oper8r a public or private company?
oper8r is a private company. It is classified as venture growth investor backed and is currently operating.
When was oper8r founded?
oper8r was founded in 2025. It employs 1 to 10 people.
Where is oper8r based?
oper8r is headquartered in San Francisco, United States, in the North America region.
How does oper8r make money?
Two revenue lines are on record. GTM Engineering Services are the primary driver. The others are agent Infrastructure Subscriptions.
Who are oper8r's main competitors?
Broad incumbents on record are Outreach and Salesloft. Direct peers are Responsive (formerly RFPIO), Gong, Loopio and Clari. Emerging players are Mutiny, Regie.ai, 11x.ai and Lavender.
Does oper8r have an API?
Yes. oper8r exposes organization-scoped API endpoints for workflow synthesis, search, graph exploration, integration health, and employee graph curation. The API follows a POST pattern at https://YOUR_OPER8R_HOST/api/tools/org/YOUR_ORG_SLUG/ with endpoints for tools like oper8r_search, oper8r_graph_explore, oper8r_get_account_context, oper8r_find_precedent, oper8r_diagnose_risk, oper8r_answer_rfp_security_question, oper8r_integrations_status, and employee graph curation APIs. MCP (Model Context Protocol) is also available as an alternative access method with organization-scoped MCP server URL at https://YOUR_OPER8R_HOST/api/mcp/org/YOUR_ORG_SLUG. Developer documentation is at oper8r.io/docs/apis.
What industry is oper8r in?
oper8r's product category is Sales Enablement / Revenue Operations Software. Its primary akta.pro industry code is HDAEAHAC, Intelligent Document Processing (IDP) & OCR Automation, with a secondary code of HDAEAGAD, Document Capture, Scanning, OCR/ICR & Intelligent Document Processing (IDP). Its NAICS code is 541511 and its SIC code is 7372.