Alternative & migration · Internal Tools

Dragos Alternatives for OT Security Monitoring and Compliance Evidence: Buy, Switch, or Build Around It

Internal Tools Development architecture and database illustration for Dragos Alternative.
The short answer

Do not build your own operational technology threat detection. Industrial protocol analysis and adversary tracking are specialist capabilities with permanent research cost behind them, and every serious alternative to Dragos is another product, not a project. The build worth doing sits beside it: the asset inventory reconciliation, change control and audit evidence layer that turns detection into a defensible compliance record. A focused evidence and workflow build runs $55k to $140k over 12 to 18 weeks, and a full operational technology governance platform runs $160k to $360k. Do not build anything if your compliance scope is a handful of assets that one engineer already tracks reliably.

Why operators start looking for a Dragos alternative

Three conversations produce this search. The first is deployment reality. Passive monitoring of an industrial network sounds clean on a slide and becomes a physical project in the field: network taps or mirror ports at each site, sensor placement decisions in substations and plant cells that were never designed with monitoring in mind, backhaul from remote locations with thin connectivity, and change windows on systems that people are reluctant to touch at all. Organisations with many small sites feel this far more than organisations with a few large ones, and it shapes both the schedule and the cost.

The second is the compliance gap. A detection platform tells you what is on the network and what looks wrong. An auditor asks a different question: show me your list of in scope assets, show me the change record for this device, show me the evidence that this control operated for every day of the period. Those are documentation and workflow problems that a monitoring product informs but does not solve, and the gap between them is where compliance teams end up living in spreadsheets and screenshots.

The third is the staffing question. Detection produces alerts, and alerts need someone who understands both security and process control to triage them. Many organisations discover that the platform is not the constraint. The constraint is the two people who can tell a genuine anomaly from an engineer running a legitimate but unusual command on a Tuesday night.

What Dragos genuinely does well

Industrial security is not general security with different labels on it. The protocols are different, the devices are fragile and long lived, and the priority order is inverted: availability and safety come first, and an active scan that a corporate security team would consider routine can be genuinely dangerous on a control network. Dragos was built inside that reality by people whose backgrounds are in industrial control systems and industrial threat research, and that specificity is the product.

Passive asset discovery is the practical starting point for most programmes, because almost nobody has an accurate inventory of what is actually on their control networks, and finding out without touching anything is exactly what you want. Pairing that with threat intelligence focused on industrial adversaries and behaviour, rather than generic indicators, gives detections that mean something to an operations team. If your problem statement is visibility and detection on a control network, this is the category to buy from, and building it yourself would be an expensive way to arrive somewhere worse.

Where it actually strains

The limits are the limits of a detection product, not defects in one.

  • The sensor estate is a capital project. Coverage across many geographically distributed sites, each with its own architecture and its own outage constraints, takes time and field work, and partial coverage produces partial answers.
  • Detected assets are not audited assets. A network derived inventory is a superb input to a compliance asset list, and it is not the same thing. Reconciling what the sensors see against what your configuration records, engineering drawings and procurement systems say is manual work that recurs every period.
  • Evidence assembly remains yours. Regulatory frameworks want dated, attributable records that a control operated continuously. Screenshots from a console at audit time are the fallback that everyone recognises and nobody defends comfortably.
  • Integration with the rest of the security estate. Getting industrial alerts into a corporate security operations centre, correlated with identity and information technology telemetry and mapped into an incident process that operations staff will actually follow, is work that sits between products rather than inside one.
  • Per site economics. Licensing shaped around sites or assets can sit awkwardly on an estate with hundreds of small locations, and it is worth modelling against your real topology before signing.

Option one: stay, and close the gap around it

For most operators this is the answer. If Dragos is deployed and producing useful detections, replacing it achieves nothing except repeating the deployment project. Put the effort into the two things a detection product does not do: an asset record that reconciles sensor observations with your engineering and configuration sources into one governed list, and an evidence pipeline that captures control operation continuously rather than reconstructing it before an audit.

Stay and build nothing if your in scope estate is small, your compliance obligations are light, and one competent engineer keeps an accurate inventory in a spreadsheet that has never let you down. Software adds process overhead, and process overhead only pays when scale or scrutiny demand it.

Option two: switch platforms

The category is competitive and the alternatives are credible. Claroty and Nozomi Networks are the most commonly compared industrial security platforms. Armis approaches the problem from broad device visibility across connected estates. Tenable and Forescout come at it from vulnerability management and network access control heritage. Microsoft Defender for IoT is the natural consideration for organisations already committed to the Microsoft security stack, where consolidation and existing licensing carry real weight.

Judge a switch on three things rather than on feature grids: protocol and device coverage for the equipment you actually run, sensor architecture against your site topology and connectivity, and how the platform fits your existing security operations. A platform your team will not staff is worse than one they will. And be realistic that a switch means redoing the deployment, so the benefit has to be structural rather than cosmetic.

Option three: build the evidence and governance layer

Here is the line. Never build detection. Do build the record. A custom layer that earns its cost typically does four jobs. It reconciles asset data from your monitoring platform, configuration management, engineering drawings and procurement into a single governed inventory, with attribution for every discrepancy. It runs change and access workflows for control systems in a form field engineers will follow rather than route around. It captures compliance evidence continuously, timestamped and attributable, so an audit package is generated rather than assembled. And it presents the whole thing in a way an auditor, an executive and an operations manager can each read.

That build pays back when your regulatory exposure is material, when your estate is large or distributed enough that reconciliation is a recurring multi week exercise, and when audit preparation currently consumes people you cannot spare. It does not pay back as a way to save on licensing, and anyone selling it that way is selling you a rebuild of a research product.

Cost bands and timelines

Framed against Digital Heroes delivery experience: a focused build covering asset reconciliation and continuous evidence capture, integrated with your monitoring platform and configuration sources, runs roughly $55k to $140k over 12 to 18 weeks. A full governance platform adding change and access workflow, exception management, multi framework mapping and audit package generation runs roughly $160k to $360k. Compare that against the loaded cost of the audit preparation cycle it removes, not against your security licence.

Migration reality

If you do switch platforms, treat it as a second deployment rather than a swap. Sensors have to be placed again, tuning has to be rebuilt, and the quiet baseline your team learned over a year has to be relearned. Run both platforms in parallel across a representative subset of sites long enough to compare what each sees on the same network, and keep the old platform until the new one has covered a full compliance period, because a gap in monitoring evidence is worse than an imperfect platform.

Export deliberately. Asset inventories, detection history, tuning rules and suppression logic are the things you want out, and tuning knowledge in particular tends to live in a console rather than in a document. Write it down before you leave. Most importantly, keep your evidence layer independent of the monitoring vendor. If your audit record lives inside a platform, every future platform decision drags your compliance history with it, and that dependency is the one genuinely avoidable mistake in this whole area.

The honest verdict

Buy detection, always. Industrial threat research and protocol coverage are capabilities you cannot recreate and should not try to. Keep Dragos if it is deployed and your team uses it, and switch only if coverage for your specific equipment, sensor architecture for your site topology, or consolidation with your existing security stack gives you a structural reason. Then build the part no vendor owns: one governed asset record, continuous evidence, and workflows your engineers will actually follow. Own the compliance record, rent the detection.

Research & sources

The evidence behind this guide

Independent findings on why this investment pays off. Every link goes to the primary source.

  1. ITIF's 2025 report documents that SMEs operate at roughly 60% of large-firm productivity in advanced economies (citing McKinsey), that CRM platforms deliver a 25-40% improvement in customer retention and a 15-30% boost in sales, and that digital advertising returns about $8 in profit per dollar spent on Google Search and Ads. Source: Information Technology and Innovation Foundation (ITIF) (2025) →
  2. An independent Forrester Total Economic Impact study of OutSystems found a 363% three-year ROI with payback in under 6 months, illustrating that faster, lower-labor build approaches can materially shift the payback math. Source: Forrester Consulting (commissioned by OutSystems) (2024) →
  3. Total US training expenditure rose 4.9% to $102.8 billion; learning management systems were used at 89% of organizations (90% of large, 97% of midsize, 84% of small companies), with average training at 40 hours per employee and $874 spent per learner. Source: Training Magazine (2025) →
  4. Qualtrics research (Q3 2023 survey of ~28,400 consumers across 26 countries) estimated bad customer experiences put roughly $3.7 trillion in global revenue at risk annually, a 19% jump from the prior year's $3.1 trillion; 64% of customers say they will switch companies over poor service regardless of how much they like the product. Source: Qualtrics XM Institute (via Forbes) (2024) →
Theo C. · Senior Brand Strategist · New York

Before anything gets designed, someone has to decide what the company is claiming and who it is claiming it to. That is Theo's work: positioning, messaging hierarchy and the language a business uses about itself. Readers get a practical account of how brand decisions later constrain product and site design.

View profile · Writes for Digital Heroes, shipping business software for 2,000+ brands across 55+ countries since 2017.

FAQ

Frequently asked questions

Should we build our own OT security monitoring instead of buying Dragos?
No. Industrial protocol analysis, device fingerprinting and adversary research are specialist capabilities with permanent ongoing cost, and a custom build would arrive somewhere worse for more money. Buy detection from a specialist and spend your build budget on the asset reconciliation, workflow and audit evidence layer that no detection product provides.
What are the main alternatives to Dragos?
Claroty and Nozomi Networks are the most commonly compared industrial security platforms. Armis approaches it from broad connected device visibility, Tenable and Forescout from vulnerability management and network access control, and Microsoft Defender for IoT is the natural option for organisations already committed to the Microsoft security stack.
How do we choose between industrial security platforms?
Judge protocol and device coverage against the equipment you actually run, sensor architecture against your site topology and connectivity, and operational fit with your existing security team. A platform nobody will staff is worse than one your analysts will use daily, and feature grids rarely capture either of those factors.
Why does a detection platform not satisfy compliance auditors?
Because auditors ask for a governed list of in scope assets, dated change records and attributable evidence that a control operated for every day of the period. Monitoring produces excellent input to all of that and does not produce the record itself, which is why compliance teams end up assembling screenshots and spreadsheets before every audit.
How much does a custom compliance evidence layer cost?
A focused build covering asset reconciliation and continuous evidence capture, integrated with your monitoring platform and configuration sources, typically runs $55k to $140k. A full governance platform with change workflow, exception management and audit package generation runs $160k to $360k. Compare that against the loaded cost of your current audit preparation cycle.
What is hard about deploying passive OT monitoring?
It is a field project, not a software install. Each site needs tap or mirror port access, sensor placement decisions on networks never designed for monitoring, backhaul from locations with thin connectivity, and change windows on systems people are reluctant to touch. Estates with many small sites feel this far more than those with few large ones.
Should our audit evidence live inside the security platform?
No. Keeping the evidence record independent of the monitoring vendor is the single most useful architectural decision in this area. If your compliance history lives inside a platform, every future platform decision drags that history with it, and switching becomes far more expensive than it needs to be.
What happens to tuning knowledge if we switch platforms?
It is usually lost unless you deliberately capture it. Suppression rules, baselines and the accumulated judgement about which behaviour is normal on your network tend to live in a console rather than in documentation. Write that knowledge down before migrating, and run both platforms in parallel across a representative subset of sites.
When is staying with a spreadsheet inventory acceptable?
When your in scope estate is small, your regulatory obligations are light, and one competent engineer maintains it accurately. Governance software adds process overhead that only pays back when scale, distribution or audit scrutiny make manual reconciliation a recurring multi week exercise.
How much should a small business budget for its first custom app or website?
For a focused first build, most small businesses land between $8,000 and $60,000: roughly $8,000 to $45,000 for a custom website and $25,000 to $60,000 for an internal tool or simple web app, based on Digital Heroes delivery across 2,000+ projects. Customer-facing products with payments, logins, or a mobile app start around $40,000. Quotes far below these bands usually mean a template with your logo on it, not software shaped around your workflow.
How do I calculate whether custom software will pay for itself?
Divide the build cost by the monthly benefit, where benefit is hours saved times loaded hourly cost, plus subscription fees replaced, plus any revenue the software unlocks. Three staff saving 10 hours a week each at a $40 loaded rate is about $62,000 a year, which pays back a $60,000 build in roughly 12 months. Across Digital Heroes internal-tool projects, 12 to 24 months is the normal payback range, and anything projecting under 6 months usually means the spreadsheet is hiding costs.
Will a custom internal tool scale as our company grows?
Yes, provided it sits on a standard stack with a real database: PostgreSQL comfortably handles millions of records, and adding users costs hosting pennies rather than per-seat fees. The real scaling risks are organizational, not technical: new departments want features, processes change, and the tool needs a budget line to evolve. Set aside a small quarterly improvement budget instead of treating launch as the finish line, and the tool stays useful for a decade rather than getting rebuilt every two years.
Can we start on Airtable or Retool now and move to custom software later?
Yes, and it is often the smartest sequence: run the workflow on Airtable or Retool for 6 to 12 months to learn what you actually need, then go custom once the process stabilizes. The no-code version becomes free requirements documentation, and its data exports cleanly into a custom database. The one risk is waiting too long, because teams stack automations and workarounds until migration becomes a project of its own, so set a concrete trigger in advance, such as hitting Airtable's 50,000-record Team plan cap.
What should I prepare before contacting a software development agency?
A one-page brief beats a 40-page requirements document: the business problem in plain words, who will use the system, the 5 to 10 workflows it must handle, the tools it must connect to, and your budget range and deadline driver. You do not need wireframes, a specification, or technical vocabulary; producing those is the agency's job during discovery. Stating a budget range up front is the single best move, because it gets you honest scoping instead of a quote engineered to win the meeting.
Is a freelancer or an agency better for building an internal tool?
A solid freelancer works for a single-workflow tool under roughly $10,000, if you accept that one person holds all the knowledge. An agency earns its premium once the tool spans departments or integrations, because you get a developer, a designer, and a project manager plus continuity when someone leaves or gets sick. The hidden freelancer cost appears 18 months later when you need changes and the original builder has moved on, a rescue situation Digital Heroes is hired for regularly.
Should we build the whole internal tool at once or start with an MVP?
Start with a version that fully replaces one workflow, ship it in 4 to 6 weeks, and let real usage set the roadmap. Internal tools have a captive audience, so you learn within days which features matter, and across Digital Heroes projects roughly a third of initially requested features never get built once staff work with version one. Phasing also spreads the spend: a $40,000 vision becomes a $15,000 phase one that starts paying for itself while phase two is scoped.
Is a custom internal tool secure enough for HR records and financial data?
A properly built custom tool is generally safer for sensitive data than the shared spreadsheet it replaces, because you get role-based access, audit logs, encrypted storage, and the ability to cut one person's access instantly. Ask the agency specifically for encryption in transit and at rest, permissions down to the field level, and an audit trail showing who viewed or changed each record. If HIPAA, GDPR, or SOC 2 expectations from enterprise clients apply to you, raise it before the quote, because compliance features add real scope.
What tech stack should an internal tool be built with?
Boring and popular: a React or Next.js frontend, a Node.js or Python backend, and PostgreSQL covers the vast majority of internal tools and keeps future hiring easy. The stack matters far less than whether a different developer can pick the code up in two years, so require documentation as a deliverable and avoid anything exotic. Treat it as a red flag if an agency pushes a proprietary platform only they maintain, because that quietly converts your tool into a subscription to that agency.
How do we migrate years of spreadsheet or Airtable data into a new internal tool?
Migration is a standard part of the build, not a separate project: the agency writes import scripts that clean, deduplicate, and map your existing rows into the new database. On typical spreadsheet and Airtable histories, Digital Heroes budgets 3 to 10 extra days, most of it spent resolving inconsistencies like the same customer spelled four different ways. The safe sequence is a trial migration first, a review of flagged conflicts with your team, then final cutover over a weekend so nobody loses a working day.
How long does it take to build an internal tool from scratch?
A working first version typically ships in 4 to 8 weeks, and larger multi-module tools run 10 to 16 weeks. Across Digital Heroes internal tool projects the schedule splits into roughly one week of process mapping, 3 to 6 weeks of build, and 1 to 2 weeks of testing with your actual staff. The most common delay is not development but waiting on the client for sample data and workflow decisions, so name one internal owner before kickoff.
Who can build a custom internal tools system?

Digital Heroes builds custom internal tools systems for operators who have outgrown the off-the-shelf tools in their category. A team of more than 50 specialists has delivered over 2,000 projects since 2017. Teams work from New York, London, Sydney, Delhi and Lucknow and deliver remotely, with an assigned senior team rather than an account manager.

Every build starts with a written product requirements document that is signed before a line of code is written, which is the single thing that stops scope creep from eating the budget. Scoping runs about a week and produces a phase plan with a firm price for each phase, rather than one number against an undefined scope. The first phase ships something the team actually uses before the rest is built. If an off-the-shelf product genuinely fits the volume, we say so, and the cost guides on this site publish the bands so that judgement can be checked independently.

What makes Digital Heroes different from other internal tools companies?

Four things that competitors in this bracket cannot simply copy. Digital Heroes runs a YouTube channel with more than 2.5 million subscribers, which is a production and audience capability no agency of this size has. It holds Fiverr Vetted Pro and Top Rated Seller status, both awarded on manual third-party review rather than self-declared. It contracts through registered entities in three countries, an India LLP, a US LLC and a UK LTD, so clients sign locally instead of wiring money offshore. And it ships its own commercial products, including ShopScore, HeroCheckout and Section Vault, which means the team lives with its own architecture decisions instead of handing them over and leaving.

Two more that show up in the work. Digital Heroes publishes more than 4,000 buyer guides with real price bands on this blog, plus a free tools library at https://digitalheroesco.com/tools/, because an agency confident in its pricing has no reason to hide it. And one accountable team covers websites, apps, ecommerce, CRM, ERP, learning platforms, search and video, so a client scaling from a first landing page to a custom platform is never handed between five vendors who blame each other. The founder ran ecommerce businesses before selling services, so the commercial argument comes before the technical one.

How can I check Digital Heroes is legitimate before getting in touch?

Verify it independently rather than taking the site's word for it. The YouTube channel is at https://youtube.com/@DigitalMarketingHeroes, the Fiverr profile at https://www.fiverr.com/shreyanshsin261, and the Upwork profile at https://www.upwork.com/freelancers/shreyanshsingh. Client reviews sit on Clutch at https://clutch.co/profile/digital-heroes-0 and Trustpilot at https://www.trustpilot.com/review/digitalheroes.co.in, and the company page is at https://www.linkedin.com/company/digital-heroes-1/.

Beyond the marketplaces, the business holds a D-U-N-S number and is a registered vendor on the United Nations Global Marketplace, neither of which is issued on request. Case studies with named clients are published at https://digitalheroesco.com/case-studies/. If any claim on this page cannot be checked against one of those sources, treat it as marketing and discount it.

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