BREAKING 8Flow closes $10M Series A led by Caffeinated Capital BACKERS ServiceNow Ventures & Okta Ventures join strategic round SCALE Platform has tracked 600M+ workflow events, nearing a billion SAVINGS 8,834 recoverable hours & $2.2M surfaced in one workflow set ROOTS Founded by ServiceNow & SkyGiraffe veterans in Palo Alto COMPLIANCE SOC 2 Type II and HIPAA certified BREAKING 8Flow closes $10M Series A led by Caffeinated Capital BACKERS ServiceNow Ventures & Okta Ventures join strategic round SCALE Platform has tracked 600M+ workflow events, nearing a billion SAVINGS 8,834 recoverable hours & $2.2M surfaced in one workflow set ROOTS Founded by ServiceNow & SkyGiraffe veterans in Palo Alto COMPLIANCE SOC 2 Type II and HIPAA certified
The Enterprise Automation Dispatch Palo Alto, California · Est. 2022
Company Profile · AI & Workflow Intelligence

8Flow
Maps How Work
Actually Happens.

Before an enterprise can trust AI to do the work, someone has to know exactly how the work is done. 8Flow watches the clicks, tabs and copy-pastes that make up real jobs - then turns that map into deployable AI agents.

Task Mining Process Intelligence Agentic AI Enterprise SaaS
8Flow company logo

8Flow, Palo Alto. The company's mark, photographed for the record. A 17-person team behind a platform that has logged more than 600 million moments of enterprise work.

$16.6M
Total Raised
600M+
Workflow Events
2022
Founded
~17
Team Members

The Company Teaching AI Where Enterprise Work Actually Lives

There is a quiet, expensive problem inside most large companies: nobody can say precisely how work gets done. A support agent resolving a refund might touch six systems, a spreadsheet, and two browser tabs in ninety seconds - and none of it is written down. 8Flow was built to see that hidden choreography, and to decide what a machine should take over next.

8Flow is an enterprise software company based in Palo Alto, California, founded in 2022. Its product, the Workflow Context Platform, observes how individual employees actually complete tasks across the systems they already use - ServiceNow, Salesforce Service Cloud, Zendesk and the sprawl of spreadsheets, databases and internal tools around them.

Rather than asking teams to document their processes, 8Flow learns them by watching. The platform performs task mining at the micro level, capturing the granular steps that make up a workflow. It then runs continuous process discovery to reveal bottlenecks, quantifies where time and money leak out, and produces what it calls Agentic Blueprints - implementation-ready specifications for deploying AI agents against a specific piece of work.

The distinction 8Flow draws is deliberate. Traditional process mining tells you what happened - which steps ran, in what order. 8Flow aims to show the mechanics of how work is executed by real people, the part that usually stays invisible. That difference is the company's central bet: that the bottleneck in enterprise AI is not the model, it is the map.

"Enterprises know they need AI but don't know where to apply it," says co-founder and CEO Boaz Hecht. The Workflow Context Platform, in his framing, reveals how work really happens - and therefore where AI can drive impact instead of guesswork.

"Enterprises know they need AI but don't know where to apply it. The Workflow Context Platform reveals how work really happens, showing exactly where AI can drive impact." Boaz Hecht · Co-Founder & CEO, 8Flow

From Observed Clicks to Deployed Agents

8Flow often arrives quietly - as a Chrome extension or desktop app that learns alongside a team, no rip-and-replace required. The pipeline runs from passive observation to concrete automation.

STEP 01

Observe

A browser extension and desktop apps capture the real micro-steps agents take across every system.

STEP 02

Discover

Task mining maps those steps into workflows, exposing bottlenecks and repeated patterns.

STEP 03

Quantify

The Opportunities view ranks where time and dollars are recoverable, with hard numbers.

STEP 04

Deploy

Agentic Blueprints turn the map into implementation-ready AI agents, exposed via 8Flow's MCP.

8,834
Recoverable Hours / Year*
$2.2M
Estimated Savings*
600M+
Workflow Events Tracked
~1B
Events Approaching

* Figures cited by 8Flow across a demonstrated set of workflows; savings are estimates, not audited results.

One Platform, Several Front Doors

2025

Workflow Context Platform

The core system capturing micro-workflows for continuous process discovery, people intelligence and automation-opportunity identification.

2025

Agentic Blueprints

Implementation-ready blueprints, generated from observed human work, that specify how to deploy an AI agent for a given workflow.

2025

8Flow MCP

A Model Context Protocol interface exposing 8Flow's workflow context to AI models and agent frameworks.

2023

Self-Learning Automation Engine

The original engine that learns from agent actions and generates automations across ticketing, CRM, spreadsheets and databases.

2024

Extension & Desktop Apps

A Chrome extension plus Mac and Windows apps that observe workflows in context - without replacing existing systems.

2025

Opportunities & Dashboard

Analytics that quantify recoverable hours and dollars and rank high-impact automation opportunities for managers and executives.

Who Uses 8Flow - and How It Stands Apart

8Flow sells to enterprise operational teams: customer support, IT service management and back-office functions - the departments where high-volume, repetitive, multi-system work concentrates. Early adopters include support organizations such as FloorFound, whose team credited 8Flow with cutting the constant switching between browser tabs.

The business model is B2B subscription SaaS. Crucially, 8Flow integrates with the systems a company already runs rather than trying to replace them - a posture that lowers the barrier to a first deployment and reflects its founders' enterprise-platform instincts.

The competitive field is crowded with process-intelligence and task-mining vendors - UiPath, Celonis, Nice and Microsoft's Power Automate Process Mining among them - plus a wave of customer-support AI tools. 8Flow's differentiation is its focus on the how of work at the individual level, and on translating that directly into agent deployment rather than static reports.

It also sits, by design, at a convergence point: automation, productivity and AI enablement. That positioning is what drew strategic investors ServiceNow and Okta, whose own platforms 8Flow both observes and complements.

"8Flow has allowed my team to significantly increase efficiency and accuracy. We save hours using 8Flow to eliminate the need to switch between browser tabs."- FloorFound, Customer
A platform that starts as a quiet browser extension and ends as a map of where every AI agent should go. Integration-first, replacement-never.- On 8Flow's approach

Why 8Flow Sees What Dashboards Miss

8Flow's expertise is narrow and deep: understanding the texture of frontline enterprise work. The founders spent years inside ServiceNow, one of the largest workflow platforms in the world, and that background shows in the product's instincts - it treats the messy reality of a support desk as the source of truth, not an inconvenience to be standardized away.

Most analytics tools reason from system logs, which capture the events an application chose to record. 8Flow instead watches the human layer above those systems: the tab a person opens, the value they copy, the field they check twice. That vantage point is what lets it surface work that never touches a formal audit trail - the shadow processes that quietly consume an organization's hours.

The business model follows the same logic. 8Flow is sold as a subscription to operational departments and is designed to land small and expand: begin with a browser extension observing one team, prove recoverable time and dollars in the Opportunities view, then widen into blueprints and deployed agents. Because it augments incumbent systems rather than replacing them, adoption does not require a disruptive migration.

Compliance is part of the pitch too. SOC 2 Type II and HIPAA certification signal that 8Flow intends to operate inside regulated support and back-office environments, where observing employee work carries real governance weight. For a company whose whole method is watching, earning that trust is not optional - it is the product.

Roughly $16.6M, and a Notable Investor List

Seed · 2023
Caffeinated Capital
$6.6M
Series A · 2025
ServiceNow & Okta Ventures
$10M
Caffeinated Capital ServiceNow Ventures Okta Ventures BoxGroup Liquid 2 Ventures HNVR FirsthandVC Nat Friedman Howie Liu Michael Scarpelli

A Founding Team That Has Done This Before

8Flow's three co-founders worked together long before this company - first at SkyGiraffe, then through its 2017 acquisition by ServiceNow, where CEO Boaz Hecht went on to serve as VP of Platform.

Boaz Hecht

Co-Founder & CEO. Previously co-founder and CEO of SkyGiraffe (acquired by ServiceNow, 2017) and later VP Platform at ServiceNow.

Josh Russ

Co-Founder. An early SkyGiraffe employee who continued through the ServiceNow acquisition.

Yev Goldin

Co-Founder. Joined SkyGiraffe early and followed the team into ServiceNow before starting 8Flow.

Four Years, Two Rounds, One Widening Scope

2022

8Flow is founded

ServiceNow and SkyGiraffe veterans Boaz Hecht, Josh Russ and Yev Goldin start the company in Palo Alto.

2023

$6.6M seed & stealth exit

8Flow emerges with a self-learning automation engine for customer support, backed by Caffeinated Capital and notable angels.

2024

Integrations deepen

Chrome extension and desktop apps extend task mining across ServiceNow, Salesforce Service Cloud and Zendesk.

2025

$10M Series A & the Workflow Context Platform

Strategic backing from ServiceNow Ventures and Okta Ventures; launch of the people-and-process-intelligence platform, showcased at CCW Nashville.

What People Ask About 8Flow

What does 8Flow do?

It maps how work actually gets done across enterprise systems, performs task mining and process discovery, quantifies automation opportunities, and generates blueprints for deploying AI agents.

Who founded 8Flow and when?

It was founded in 2022 by Boaz Hecht (CEO), Josh Russ and Yev Goldin, who previously worked together at SkyGiraffe and ServiceNow.

How much funding has 8Flow raised?

About $16.6M total: a $6.6M seed round in 2023 and a $10M Series A in 2025 led by Caffeinated Capital with ServiceNow Ventures and Okta Ventures.

What systems does 8Flow integrate with?

It integrates with platforms including ServiceNow, Salesforce Service Cloud and Zendesk, and works alongside AI providers like Anthropic and OpenAI.

How is 8Flow different from process mining tools?

Traditional process mining shows what happened; 8Flow captures the micro-level mechanics of how work is executed by individuals, then turns that into automation and AI-agent opportunities.

Follow the 8Flow Story

Sources: 8flow.ai, TechCrunch, VentureBeat, Process Excellence Network, Crunchbase, LinkedIn. Figures are drawn from public reporting; financial estimates are approximate.