Remedio

Security for AI Endpoint SecurityGovernance Risk Compliance also known as GYTPOL

Market readinessHow well the company can compete in its security market, scored across eight dimensions against public evidence. Established: Market readiness of 25 to 30, the typical band where most analyzed companies land.
DefensibilityHow well the company holds its position if competitors catch up on features, scored across seven dimensions against public evidence. Exposed: Defensibility of 12 or below. The position is exposed as AI lowers the cost of building commodity software.
Founded 2019
Funding $65M
Last updated 2026-08-01

All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.

Executive Summary

Remedio, the Israeli company that operated as GYTPOL until September 2025, grew for six years on customer revenue alone before raising $65 million from Bessemer Venture Partners at a $300 million valuation. Its platform finds misconfigured settings across endpoint, server, and OT fleets and fixes them autonomously, validating each change with predictive impact preview and dependency-aware checks before it runs, with instant rollback built in. Roughly 40 employees, per September 2025 press, serve hundreds of large customers. The surprising weakness is the category name. Remedio calls its market device posture management, a label the reviewed sources show promoted by the company and its investors. Even Fortune 500 proof may leave budget ownership to be argued deal by deal.

Sourced Details

Description Device posture management company whose platform continuously finds misconfigurations across endpoint, server, and OT fleets and autonomously remediates them with impact preview and instant rollback, extending the same loop to AI tools, agents, and MCP connectors. [f1]
Founded 2019 [f2]
HQ Israel [f2]
Funding $65M total [f3]
Latest funding First funding round, $65M (September 2025) [f3]

Products

Product What it does
Remedio Baseline Configuration security module that detects misconfigurations and configuration drift across endpoints and servers and remediates them with instant rollback.
Remedio AI Govern AI exposure management module that discovers AI applications, agents, browser extensions, coding assistants, and MCP connectors on devices and fixes risky permissions and exposed AI credentials.
Remedio Fortify Vulnerability and patch management module that keeps software on managed devices patched.
Remedio Assure Compliance assurance module that validates device configurations against compliance frameworks and maintains the evidence at fleet scale.
Remedio Gate Application control module that governs which software, applications, and services run on devices, blocking unauthorized software before it creates exposure.

Matrix Coverage

Cyber Defense Matrix

IdentifyProtectDetectRespondRecover
Devices Workstations, servers, phones, tablets, storage, network devices, IoT infrastructure, and similar hardware.
Applications Software, interactions, and application flows on the devices.
Networks Connections and traffic flowing among devices and apps, plus communication paths.
Data Content at rest, in transit, or in use across devices, apps, and networks.
Users The people using the devices, apps, networks, and data.

Remedio Baseline, Fortify, Assure, and Gate discover misconfigurations, missing patches, and unauthorized software across endpoint and server fleets and autonomously remediate them. The platform defends devices and the software running on them and is mapped to the Cyber Defense Matrix.

AI Defense Matrix

GovernIdentifyProtectDetectRespondRecover
AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain.
AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices.
AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD.
AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic.
AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes.
Training Data Datasets used for training, fine-tuning, and continued learning.
Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history.
AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools.

Remedio AI Govern treats the enterprise AI stack as the protected asset, discovering AI applications, agents, coding assistants, and MCP connectors on managed devices and remediating risky permissions and exposed AI credentials. It is mapped to the AI Defense Matrix.

Market Readiness

How well the company can compete in its security market, scored across eight dimensions against public evidence.

Established 30 /40 Established: Market readiness of 25 to 30, the typical band where most analyzed companies land.
Dimension Score Rationale
Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. 3/5 Remedio names the operations teams that own the remediation backlog and the unfixed-misconfiguration pain, and independent press carries customer and investor corroboration, but no quantified incident or cost figure anchors it, so the pain stays present and credible rather than independently quantified. [s2, s12, s10]
Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs and third-party validation. 3/5 Platform pages document remediation mechanics like impact simulation, dependency mapping, and rollback in real detail, but no public docs portal, demo, open source, or third-party evaluation exists, and Amazon's production-use confirmation supports traction rather than product depth, holding capability at the vendor-detail level. [s3, s4, s6, s12]
Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. 4/5 Hundreds of large organizations bought during six unfunded years, which shows buyers seeking the product rather than the reverse, and Bessemer's 2025 investment thesis plus vendor-displayed Gartner and KLAS recognition add recent signals. An analyst-defined category for the space has not emerged in fetched sources. [s10, s12, s13, s2]
Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. 4/5 Press verifies that co-founder Gilad Raz earlier co-founded Digital Fuel, which VMware acquired, with Yakov Kogan as his partner there, and that CEO Tal Kollender served in Israeli military cyber units before Dell EMC. Hired executives from Amazon, AWS, and Rapid7 extend the leadership, per the company's own pages. [s10, s12, s2]
GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. 5/5 Named customer executives speak publicly in third-party press, with Amazon's VP of security engineering confirming production use and Colgate-Palmolive's VP of information security calling the product core to its strategy, and press reports hundreds of large customers including Fortune 500 companies. That named, on-record customer testimony in independent outlets clears the third-party confirmation bar. [s12, s11, s13, s8]
Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. 5/5 Independent press confirms the company took no outside capital between its 2019 founding and the September 2025 round, years in which roughly 40 employees served hundreds of customers, including large enterprises and Fortune 500 companies, profitably. The $65 million raise targets a named purpose, United States go-to-market expansion, so output per dollar is independently confirmed and far above startup norms. [s11, s10, s12]
Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. 3/5 Device posture management is vendor and investor language without analyst adoption in fetched sources, and press files the company under endpoint security or autonomous platforms instead. Buyers can place the product against existing configuration, patch, and compliance budgets, which keeps the slot findable but not pre-sold. [s13, s11, s10]
Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. 3/5 Safe autonomous remediation with dependency mapping, rollback, and OT and legacy coverage exceeds a quarterly feature release for Microsoft or a scanner vendor, and six years of remediation content compounds. No proprietary data flywheel is publicly claimed, and Microsoft, Tanium, Qualys, and Tenable all sell adjacent capabilities to the same buyer. [s3, s6, s12]
Business Risks Microsoft could fold autonomous configuration remediation into Intune and Defender baselines, turning Remedio's core loop into a no-cost platform feature for the buyers it targets…
  • Microsoft could fold autonomous configuration remediation into Intune and Defender baselines, turning Remedio's core loop into a no-cost platform feature for the buyers it targets.
  • Tanium, Qualys, or Tenable could extend their assessment and patch products into remediation with rollback, collapsing Remedio's foothold into an incumbent line item.
  • A remediation-caused outage at a marquee customer would directly falsify the safety promise that differentiates the platform.
  • Device posture management may never become a budgeted category, forcing Remedio to win every deal from configuration-compliance, patching, or vulnerability budgets that incumbent vendors already own.
  • Spending $65 million on a hired United States sales motion could erode the capital efficiency that defined the company if sales productivity lags the bootstrapped baseline.
  • A compromise of Remedio's update or remediation pipeline would hand an attacker fleet-wide configuration-change privileges across hundreds of enterprises.
Problem & Market Remedio sells the fix for a problem most security tools only report…

Remedio sells the fix for a problem most security tools only report. Enterprises already know many of their devices run risky settings, but they leave them unrepaired because changing configurations on production machines can break the business. The company's origin story names this directly, saying misconfigurations were known but rarely fixed due to risk and complexity, and the pitch is making that repair safe enough to automate.

Customers and the lead investor corroborate the pain. Bessemer partner Adam Fisher credits Remedio with uncovering and remediating critical endpoint vulnerabilities that EDR and CSPM platforms missed, and Colgate-Palmolive's information-security head says the product improved security without added personnel, naming the staffing cost that unfixed findings impose. The buyer this framing addresses is the security or IT operations leader who owns the remediation backlog rather than the detection console.

The target market spans regulated and operational environments. The site carries solution pages for manufacturing, finance, healthcare, education, and government, covers OT and IoT devices alongside IT endpoints, and supports isolated, air-gapped deployments. Calcalist reports that deployment flexibility makes the platform suitable for sensitive industries such as healthcare and security. [s2, s9, s12, s10]

Product Capabilities The Remedio platform packages one mechanic, discovering a risky device state and fixing it autonomously, into five modules…

The Remedio platform packages one mechanic, discovering a risky device state and fixing it autonomously, into five modules. Remedio Baseline handles configuration security, Remedio Fortify covers vulnerability patching, Remedio Assure validates compliance, Remedio Gate controls which applications run, and Remedio AI Govern extends the loop to AI tooling. The homepage presents them as one platform to control device posture.

Remediation safety is the documented core of the engineering. The platform page describes impact preview and simulation before execution, dependency mapping to predict downstream consequences, and instant rollback for any action. The sensor stays under seven megabytes, runs through the task scheduler on Windows, Linux, and macOS, and works agentlessly for network devices, specific cloud assets, and AI tooling, with support reaching back to Windows 7 and Server 2008.

Remedio AI Govern applies the same loop to AI sprawl on devices. The module discovers AI applications, autonomous agents, browser extensions, coding assistants, and MCP connectors, flags risky permissions and policy drift, removes cached AI credentials and session tokens, and remediates on-device with human oversight and rollback. Remedio markets the module with a category-creation claim that no fetched third party repeats.

A buyer probing technical depth will notice a gap. No public documentation portal appears in the reviewed source set, and the vendor's public scale messaging stays high level, with the about page and the legacy product page both describing roughly three million devices protected for trusted brands. [s1, s3, s4, s5, s6, s2]

Competitive Positioning Remedio competes on completing the loop that adjacent tools leave open…

Remedio competes on completing the loop that adjacent tools leave open. Detection products report misconfigurations, vulnerability scanners rank them, and the enterprise still has to schedule the fix. Remedio performs the fix itself, and CEO Tal Kollender's stated position is that detection is nice and correction is what makes you secure.

The crowd of adjacent incumbents is the real competitive field. Microsoft ships Group Policy, Intune, and Defender baselines on the same devices at no extra cost, Tanium sells endpoint management and remediation to the same fleet operators, and Qualys and Tenable own the assessment budgets that Remedio's findings overlap. Remedio's visible foothold is the safety tooling around the change itself, meaning impact simulation, dependency mapping, and rollback, plus coverage that reaches OT and legacy systems incumbents deprioritize.

Category language remains unsettled. Remedio and Bessemer call the space device posture management, SecurityWeek files the company under endpoint security, and Calcalist describes an autonomous cybersecurity platform. Buyers can map the product to existing configuration-compliance, patching, and vulnerability budgets, but no analyst-defined category with the vendor's name for it appears in fetched sources, so each deal likely requires teaching the buyer which slot it fills. [s2, s3, s13, s11, s10]

Go-to-Market & Traction Customer proof is unusually strong for a company that never ran a funded sales motion…

Customer proof is unusually strong for a company that never ran a funded sales motion. Amazon's VP of security engineering, Carl Moses, says the technology already runs inside Amazon's cybersecurity protection, and Colgate-Palmolive's VP of information security calls the product a core part of the company's security strategy. The homepage and legacy product page carry customer logos including Coca-Cola, Check Point, the NHS, Kraft, and Eaton, the company publishes a Carlsberg case study, and Ynet reports the customer roster began with Israel Aerospace Industries.

The traction arrived without outside capital. Press reports six profitable years, hundreds of customer organizations including large enterprises and Fortune 500 companies, and about 40 employees, of whom roughly 20 work in R&D. Kollender told Ynet the company's annual recurring revenue reaches the tens of millions of dollars, a company claim no third party verifies. She also said most of the new money goes to go-to-market rather than R&D, which is what the September 2025 round exists to change.

Distribution beyond direct sales is forming but thin in public view. A partners page advertises a channel program, and the site carries AWS partner and Google Cloud technology-tier badges plus Splunk and Forescout integration artwork. No marketplace listing, reseller list, or MSSP program detail appears in fetched pages, so channel depth is not publicly measurable. [s12, s11, s6, s8, s7, s10]

Team & Credibility The founding trio pairs an operator with two repeat builders…

The founding trio pairs an operator with two repeat builders. CEO Tal Kollender is a former Unit 8200 cyber specialist and ex-Dell EMC engineer whom press describes as a former teenage hacker. Gilad Raz co-founded Digital Fuel, which VMware acquired, after earlier work on the BRM antivirus and Check Point's firewall, and Yakov Kogan co-founded Digital Fuel with him. Independent press verifies the Digital Fuel history.

The hired executive layer signals the scale-up plan. CTO Matt Rowe previously led global security initiatives at Amazon and AWS, CMO Cynthia Bellefeuille Stanton ran Rapid7's vulnerability-risk-management business and later served as its chief marketing officer, and Mor Bikovsky serves as chief business officer. The company hired this bench for the United States expansion the funding round pays for.

Investor validation came late and on the founders' terms. Bessemer led the $65 million round with TLV Partners and Picture Capital after the company had declined earlier offers, and Kollender told Ynet the founders still hold the majority. Bessemer partner Adam Fisher says the firm spoke with recognized customers, including Amazon, before investing. [s10, s12, s2, s13]

Trust Readiness Procurement-facing trust artifacts are visible but light…

Procurement-facing trust artifacts are visible but light. The site displays a SOC 2 Type II badge alongside AWS partner, Google Cloud, Gartner Cool Vendor, and Best in KLAS 2026 marks, and the platform supports SaaS, on-premises, and air-gapped deployment for regulated industries. No public trust center, security documentation page, or vulnerability disclosure policy appears in fetched pages.

The product's privilege level is the trust question public pages leave unanswered. A platform that autonomously changes configurations across an enterprise fleet holds the kind of access an attacker who compromised the vendor could repurpose at scale. Reviewed pages document safety against accidental breakage, through simulation and rollback, but present no threat model for the remediation pipeline itself.

Analyst and award recognition is vendor-displayed rather than independently fetched. The Gartner Cool Vendor and Best in KLAS badges appear on Remedio's own pages, and no analyst report or review-platform data was retrievable this analysis, so the named customer executives quoted in press are the strongest third-party quality signal available. [s2, s3, s12, s10]

Competitors Microsoft, Tanium, Qualys, Tenable…
Company Relationship Note Compare
Microsoft adjacent Group Policy, Intune, and Defender ship native configuration baselines and remediation paths on the same devices at no extra cost, the most direct absorption threat. N/AMicrosoft is scored by product line, not as a whole company, so there is no company-wide column to compare. Open its profile to compare a specific product.
Tanium competes with Sells endpoint visibility and remediation at enterprise scale to the same fleet operators Remedio targets. N/AWe captured the evidence for these companies under different evidence-model versions (v1 vs v2), so the totals were scored under different conditions and are not directly comparable.
Qualys competes with Policy compliance, configuration assessment, and patch management compete for the budgets Remedio's findings overlap.
Tenable adjacent Exposure management and configuration assessment cover the discovery half of Remedio's loop without the autonomous fix.

Add analyzed competitors to compare them side by side with Remedio.

Strategy Deep Dive

A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.

Defensibility

Exposed 12 /21 Exposed: Defensibility of 12 or below. The position is exposed as AI lowers the cost of building commodity software. pivot urgently

Remedio's harder-to-copy assets are experiential, not documented. Six years in production, plus dependency-aware remediation whose OS and OT breadth the pages document uncompared, are slow to rebuild, with no safety corpus evidenced, and regulated healthcare, government, and finance buyers move through long approvals that slow any swap. Remedio sells software the customer operates rather than a guaranteed outcome, applied settings should outlast departure by construction, an inference flagged here, and reviewed sources show no regulation naming the category, so retention depends on staying better than the baselines and suites platform vendors already ship. Predictive impact preview, dependency mapping, and rollback that keep fleet-wide fixes safe stay hardest for a bundler to match.

Dimension Score Rationale
Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. 1/3 Remedio sells software licenses or SaaS that customers operate, with the remediation judgment encoded in the product rather than sold as an accountable service. No managed offering, outcome guarantee, or liability acceptance appears in public materials.
Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. 2/3 Fleet-deployed sensors, tuned baselines, compliance evidence history, and SIEM integrations create real exit friction, and replacing the remediation engine means re-validating safety on every device class. Applied configurations should persist after the platform is gone, an inference rather than a documented behavior, and enforcement lapses on exit.
Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. 1/3 Air-gapped and on-premises deployment ease regulated procurement. The homepage displays a SOC 2 Type 2 badge as an image with no inspectable report, no federal authorization is claimed, and reviewed sources surface no regulation or insurer naming the category, so compliance blocks no replacement. The 2 band is reserved for FedRAMP-grade federal authorization.
Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. 2/3 Dependency-aware remediation across Windows, Linux, macOS, OT, and legacy estates is the product's hard core, and the validation and rollback machinery moves the product past commodity scripting. Individual checks and fixes remain replicable engineering for a well-funded incumbent, which caps the score.
Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. 3/3 Fortune 500 enterprises, healthcare systems, and the government and finance verticals the cited pages list are regulated, procurement-gated buyers at the defensible end of the spectrum. The cited pages do not name the NHS and do not tie air- gapped requirements to those verticals.
Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. 2/3 The platform operates as a management control plane for device fleets, with application features on a shared sensor, deeper than an end-user application but short of infrastructure other software depends on. Devices keep functioning if Remedio disappears, with applied hardening expected by construction to persist, an inference rather than documented behavior, while enforcement lapses.
Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. 1/3 Six years of remediation logic is accumulated engineering rather than a named non-public corpus, and no cross-customer data flywheel is documented in reviewed sources. The switching_cost dimension already credits the tuned-baseline and compliance-evidence accumulation, so scoring a proprietary-data 2 here would double-count that same friction.
Strategic Market Segmentation Remedio sells to large enterprises with sprawling, heterogeneous device estates…

Remedio sells to large enterprises with sprawling, heterogeneous device estates. SecurityWeek reports adoption by large enterprises and Fortune 500 companies, the legacy customer wall spans beverages and healthcare, and the site organizes solutions by industry for manufacturing, finance, healthcare, education, and government. OT and IoT coverage plus air-gapped deployment options aim the product at exactly the organizations whose devices are hardest to reconfigure safely.

The buying persona owns remediation rather than detection. The platform's reporting and ROI framing addresses security and IT operations leaders who must show measurable risk reduction, and the compliance module speaks to audit owners who need configurations validated against frameworks continuously. Calcalist reports the deployment flexibility makes the platform particularly suitable for sensitive industries such as healthcare and security.

Demand proof is current through late 2025. The September 2025 funding coverage carries on-record customer quotes, and named case studies such as Carlsberg sit alongside live product pages for the post-rename Remedio brand, so the public proof of demand is recent rather than launch-era. The company operates from Israel, the United States, and Europe, and the round explicitly funds a deeper United States presence.

Product Capabilities & AI Advantages Remedio's capability claim is autonomous remediation made safe…

Remedio's capability claim is autonomous remediation made safe. Five modules reuse one mechanic across configuration security, patching, compliance validation, application control, and AI governance, and the engineering the vendor documents most carefully is the part that prevents a fix from becoming an outage. Predictive impact preview and dependency-aware validation check changes before execution, dependency mapping predicts downstream consequences, and every action carries instant rollback.

Coverage breadth is itself a capability argument. Platform support extends back to Windows 7 and Windows Server 2008 and spans mainstream Linux distributions and macOS, and the platform handles network devices, specific cloud assets, and AI tooling agentlessly. OT and legacy support matters because those estates carry the misconfigurations nobody dares touch by hand.

AI cuts in both directions through the product. Press describes the platform using AI to resolve identified issues instantly, and SecurityWeek reports a roadmap toward an AI-powered platform unifying configuration, compliance, patching, and vulnerability management. In the other direction, Remedio AI Govern treats AI tools on devices as the thing to protect, discovering agents, browser extensions, coding assistants, and MCP connectors, then remediating risky permissions and exposed AI credentials.

The public evidence stops short of efficacy. No benchmark, documentation portal, or third-party technical evaluation appears in fetched pages, and the vendor's public scale messaging stays high level, with the about page and the legacy product page both describing roughly three million devices protected for trusted brands. Named customer testimony in press is strong adoption evidence, but capability depth beyond marketing copy is not publicly inspectable.

The same safety engine holds a latent, not-yet-evidenced data advantage. If the validation machinery records which configuration change broke which dependency on which device class, pooling those break and no-break outcomes across heterogeneous fleets could train a remediation-safety model that rivals cannot match without comparable deployment. Fetched pages document impact preview, dependency mapping, rollback, and audit trails, but show no cross-customer recording of those outcomes, so the advantage stays potential rather than realized.

Sales Engagement & Go-to-Market Remedio's go-to-market history is the inverse of its venture-backed peers…

Remedio's go-to-market history is the inverse of its venture-backed peers. The company sold for six years on revenue, reaching hundreds of large organizations with around 40 employees, and Ynet attributes the early growth to customers joining one after another from Israel Aerospace Industries onward. Until the 2025 round the public record offers no funded sales machine to evaluate, only the results of lean growth.

Founder-fronted storytelling dominates the public record at a stage where most vendors run hired sales teams. Tal Kollender personally fronts press, the funding story, and the company's public narrative, while the claimed annual recurring revenue in the tens of millions matches the stage where founder-led sales normally hands off to a hired team. The round's stated allocation, with most money going to go-to-market rather than R&D, plus an executive bench drawn from Rapid7 and Amazon, suggests that handoff is happening on schedule rather than prematurely.

Channel motion exists and is broader than a badge wall. The partners page describes a partner ecosystem of distributors, resellers, and system integrators, naming channel partners including GuidePoint Security and Comguard alongside AWS partner and Google Cloud technology-tier badges plus Splunk integration artwork. No cloud-marketplace listing appears in fetched pages, so the channel supplements the company's own selling and press rather than replacing it.

The expansion bet is concentrated and explicit. Kollender told Ynet the company began spending on United States growth before the round closed, and that Bessemer encouraged faster spending than the founders' bootstrap instincts allowed. Whether a team whose public record is bootstrap-era, founder-fronted selling converts $65 million into repeatable enterprise sales is the execution question the next year answers.

Pricing Model Remedio publishes no prices…

Remedio publishes no prices. Product pages route to demo requests and a free-trial call to action, no pricing page appears in the sitemap inventoried by the 2026-07-12 probe, and no fetched source names a charging unit. That pattern fits a vendor negotiating large enterprise contracts deal by deal, with the trial as an entry point rather than a transparent-pricing motion.

The natural unit would be the device, and the vendor's value story argues for pricing anchored to savings. A per-device sensor across fleets gives both sides an obvious meter, and the homepage's ROI engine converts each autonomous remediation into time saved, reduced man-hours, and quantified risk reduction, which is the arithmetic a vendor runs when it wants budget conversations anchored to operational savings rather than license comparisons.

The pricing pressure comes from platform bundling. Endpoint and device-management suites that enterprises already license include configuration and baseline features, so Remedio must price the gap between found and fixed, and the undisclosed unit leaves no public way to judge how much premium the safety engine commands.

Product Delivery & Operations Deployment is engineered to be a non-event…

Deployment is engineered to be a non-event. The vendor claims rollout in minutes rather than months, with a sensor under seven megabytes scheduled through the operating system's own task scheduler rather than a resident agent, agentless operation for network devices, specific cloud assets, and AI tooling, and assessment that begins immediately without a tuning period. SaaS, on-premises, and air-gapped options serve buyers whose environments forbid cloud control planes.

Operational risk concentrates at the moment of change, and the product design answers it. Predictive impact preview and dependency-aware validation before execution, conflict-aware alerting when a hardening change would affect a dependent application, and instant rollback are the controls that let an operations team delegate changes to software. The stakes are structural, since one bad fleet-wide remediation would cost more trust than years of good ones earn.

Operational transparency to non-customers is limited. Fetched pages show no public product-documentation portal, SLA, status page, or support-tier description, so a buyer evaluates those through the sales process rather than the open web.

Earning Customers' Trust Remedio's compliance posture covers fewer procurement basics than its marketing wall suggests…

Remedio's compliance posture covers fewer procurement basics than its marketing wall suggests. Air-gapped and on-premises deployment options serve regulated buyers, and the fetched badge inventory carries AWS, Gartner, Google Cloud, and KLAS marks, including a Best in KLAS 2026 cybersecurity badge alongside the healthcare positioning. The homepage also displays a SOC 2 Type 2 badge, but only as an image with no text equivalent, so it names an attestation without making a report inspectable. No public trust center or vulnerability disclosure policy appeared in the reviewed source set, whose footer links resolve to the privacy policy and a framework-compliance solutions page.

The unanswered trust question is the platform's own blast radius. Remedio holds fleet-wide privileges to change configurations, block applications, and remove credentials across hundreds of enterprise estates, which makes the vendor's update and remediation pipeline a high-value supply-chain target. Public materials document protection against accidental breakage thoroughly and say nothing about protection against malicious use of the remediation channel.

Third-party validation remains thinner than customer validation. Gartner Cool Vendor, the Forbes Next Billion-Dollar Startups feature, and KLAS marks are vendor-displayed badges rather than fetched reports, the SOC 2 Type 2 mark is another such badge with no accompanying report in the reviewed pages, and the strongest external signal is named customer executives endorsing the product in independent press.

Platform Strategy & Ecosystem Positioning Remedio is structured as a suite, with one sensor and one remediation engine reused across five modules…

Remedio is structured as a suite, with one sensor and one remediation engine reused across five modules. Each module addition, from configuration to patching to compliance to application control to AI governance, raises the value of the same deployed footprint. That is consolidation economics inside existing accounts rather than a platform other vendors build on.

Ecosystem connections run inward and outward. The platform page describes an API-first design with named SIEM, ITSM, EDR, and AI/MLOps integrations, and the partners page carries a technology-alliance and channel roster from GuidePoint Security to Comguard alongside AWS partner and Google Cloud technology-tier badges. A public API documentation portal is still absent from fetched pages, and nothing in fetched materials shows third parties building on Remedio.

The suite design doubles as the expansion strategy. SecurityWeek reports the company building toward a unified platform combining configuration, compliance, patching, and vulnerability management, which moves onto ground the established vulnerability and endpoint management incumbents occupy, and AI Govern points the same machinery at a market crowded with funded AI-security startups.

Team & Execution Capability The founding trio pairs an operator with the two Digital Fuel co-founders…

The founding trio pairs an operator with the two Digital Fuel co-founders. CEO Tal Kollender is a former Unit 8200 cyber specialist and ex-Dell EMC engineer whom press describes as a former teenage hacker. Gilad Raz co-founded Digital Fuel, which VMware acquired, after earlier work on the BRM antivirus and Check Point's firewall, and Yakov Kogan co-founded Digital Fuel with him. Independent press verifies the Digital Fuel history.

The hired executive layer signals the scale-up plan. CTO Matt Rowe previously led global security initiatives at Amazon and AWS, CMO Cynthia Bellefeuille Stanton ran Rapid7's vulnerability-risk-management business and later served as its chief marketing officer, and Mor Bikovsky serves as chief business officer. This bench matches the United States expansion the funding round pays for.

The organization is small for its customer count and deliberately so. Forty people at the September 2025 round, roughly half in R&D, support hundreds of client organizations, a ratio Kollender presents as proof of product leverage. The round exists to grow the go-to-market side of that ratio, and the founders retaining majority control means the bootstrap-era decision style persists into the venture-funded phase.

Sources

Company Detail Sources (3)
Id Source Tier Accessed
f1 Remedio homepage official 2026-06-11
f2 Endpoint Security Firm Remedio Raises $65 Million in First Funding Round press 2026-06-11
f3 Ex-hacker Tal Kollender raises $65M in Remedio's first funding press 2026-06-11
Profile Analysis Sources (13)
Id Source Tier Accessed
s1 Remedio homepage
“Discovers, classifies, and governs every AI tool, MCP connection, Skill, model, and agent – bringing shadow AI into the light while ensuring responsible use, policy enforcement, and reduced AI risk.”
official 2026-06-11
s2 Remedio about page
“Remedio was founded by Tal Kollender to tackle one of enterprise security's most overlooked risks: configuration drift.”
official 2026-06-18
s3 Remedio platform page
“Remedio is engineered for zero-disruption remediation. It utilizes Impact Preview & Simulation to validate changes before execution and offers instant, surgical rollback for any action.”
official 2026-06-18
s4 Remedio Baseline product page
“It deploys as a lightweight sensor across endpoints (Windows, Linux, macOS), servers and network devices.”
official 2026-06-11
s5 Remedio AI Govern product page
“AI Govern identifies AI exposure, policy drift, risky permissions, shadow AI, and unmanaged tooling, then safely remediates risk on-device at machine speed with human oversight and instant rollback.”
official 2026-06-18
s6 Remedio legacy product page
“Protecting 3,000,000+ devices for some of the most trusted brands in the world”
official 2026-06-18
s7 Remedio partners page official 2026-06-11
s8 Carlsberg case study
“Carlsberg enhances cybersecurity posture and automates processes with Remedio”
official 2026-06-11
s9 Remedio funding announcement
“Remedio has won over some of the top enterprises in the world through their ability to uncover and remediate critical endpoint vulnerabilities missed by EDR and CSPM platforms.”
official 2026-06-11
s10 Calcalist on the Remedio funding round
“Cybersecurity company Remedio (formerly GYTPOL), which has developed a platform that gives enterprises complete visibility into configuration risks and autonomously fixes them, raised $65 million in its first funding round since its founding.”
press 2026-06-11
s11 SecurityWeek on the Remedio funding round
“Remedio, which has 40 employees operating from Israel, the US, and Europe, says its platform has been adopted by large enterprises and Fortune 500 companies looking to improve device security, cut costs, and minimize downtime.”
press 2026-06-11
s12 Ynet feature on Remedio and Tal Kollender
“Remedio autonomously fixes endpoint failures, turning a previously reactive and cumbersome process into a fast and proactive action, technology we already use as part of Amazon's cybersecurity protection”
press 2026-06-11
s13 Bessemer investment announcement for Remedio
“This is when we met Remedio (formerly GYTPOL) CEO and co-founder, Tal Kollender, and spoke to several of the company's most recognized customers, like Amazon.”
press 2026-06-11
Deep-Dive Sources (16)
Id Source Tier Accessed
s1 Remedio homepage
“Discovers, classifies, and governs every AI tool, MCP connection, Skill, model, and agent – bringing shadow AI into the light while ensuring responsible use, policy enforcement, and reduced AI risk.”
official 2026-06-18
s2 Remedio about page
“Remedio was founded by Tal Kollender to tackle one of enterprise security's most overlooked risks: configuration drift.”
official 2026-06-18
s3 Remedio platform page
“For network devices, specific cloud assets, and AI tooling, it operates agentlessly. This ensures broad, non-disruptive coverage across your entire estate.”
official 2026-07-02
s4 Remedio Baseline product page
“Remedio is designed for rapid deployment, often described as taking “minutes, not months.””
official 2026-06-11
s5 Remedio AI Govern product page
“AI Govern identifies AI exposure, policy drift, risky permissions, shadow AI, and unmanaged tooling, then safely remediates risk on-device at machine speed with human oversight and instant rollback.”
official 2026-06-18
s6 Remedio legacy product page
“Protecting 3,000,000+ devices for some of the most trusted brands in the world”
official 2026-06-18
s7 Remedio partners page
“We're proud to work with partners to extend our reach and establish Remedio as an industry standard.”
official 2026-06-11
s8 Carlsberg case study
“Carlsberg enhances cybersecurity posture and automates processes with Remedio”
official 2026-06-18
s9 Remedio funding announcement
“Remedio has won over some of the top enterprises in the world through their ability to uncover and remediate critical endpoint vulnerabilities missed by EDR and CSPM platforms.”
official 2026-06-11
s10 Calcalist on the Remedio funding round
“The platform is available both as a cloud service and as an on-premises deployment, including isolated environments, making it particularly suitable for sensitive industries such as healthcare and security.”
press 2026-06-11
s11 SecurityWeek on the Remedio funding round
“Additionally, it is working on an AI-powered unified enterprise platform that will combine configuration, compliance, patching, and vulnerability management.”
press 2026-06-11
s12 Ynet feature on Remedio and Tal Kollender
“Nevertheless, last week it announced a $65 million fundraising round, with a valuation of $300 million.”
press 2026-06-11
s13 Bessemer investment announcement for Remedio
“Remedio is an AI-powered device posture management platform that gives enterprises full visibility into vulnerabilities arising from device misconfigurations.”
press 2026-06-11
s14 Ynet on Remedio founding year (2019, as GYTPOL)
“The company was founded in 2019 under the name GYTPOL, a combination of the founders’ names”
press 2026-06-13
s15 Remedio homepage trust probe 2026-07-12 (830KB static fetch, SOC 2 grep zero hits, /trust and /security 404, sitemap 192 URLs, no trust or pricing page)
“Discovers, classifies, and governs every AI tool, MCP connection, Skill, model, and agent – bringing shadow AI into the light while ensuring responsible use, policy enforcement, and reduced AI risk.”
official 2026-07-12
s16 SecurityWeek on Remedio headcount at the September 2025 round
“Remedio, which has 40 employees operating from Israel, the US, and Europe, says its platform has been adopted by large enterprises and Fortune 500 companies looking to improve device security, cut costs, and minimize downtime.”
press 2026-07-12

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