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Company / Legal technology

Knovos and the art of reading less

A legal dispute can begin with millions of documents. Knovos sells the tools to shrink that mountain, organize the work, and keep sensitive evidence where its owner wants it.

The law firm had 2.8 million documents and a deadline. Its client, a national distributor, was in a breach-of-contract dispute before the London Commercial Court. Evidence sat across email, laptops, mobile devices and cloud repositories. The data had to remain in the United Kingdom. Somewhere inside this digital attic were the records that mattered. Paying people to inspect every corner was an unattractive way to find them.

THE SHORT READ
  • Knovos organizes digital evidence and the legal work surrounding it.
  • Its published London case reduced 2.8 million documents to 18,750 for review.
  • Customers can choose managed hosting, their own infrastructure, or a local investigation application.

The expensive part is what reaches a lawyer

Knovos’s account of that matter describes a sequence rather than a miracle. Processing and deduplication halved the collection to 1.4 million documents. Early case assessment then applied analytics, client-provided search terms and date constraints. The resulting review population was 18,750 records, about 0.67 percent of the starting pile. The firm met its first production deadline.

Those are company-reported results from one matter, with an unnamed customer. Still, the sequence explains the business rather neatly. Knovos Discovery handles processing, assessment, analytics, technology assisted review, human review and production. It gives a legal team ways to decide what deserves attention before committing that attention at scale. The documents are abundant; the lawyers’ hours are less obliging.

ONE PUBLISHED MATTER / DOCUMENT COUNTS
Collected2,800,000
After processing1,400,000
Ready for review18,750
A very selective guest list. Bar lengths share one scale; this company-reported case is an example, not a forecast.

A second published matter involved 586 GB of Korean and English material in a DOJ investigation. Knovos describes using early assessment, concept search, duplicate detection and assisted review to halve the population reaching reviewers. The interesting detail is the timing: predictive workflows were activated when volume and deadlines justified them. Human judgment remained part of the process. For a multilingual legal team, the attraction is practical. Related documents can be grouped before reviewers spend time rediscovering the same conversation, and the team can explain how it reached its review decisions.

The lesson travels beyond litigation. An organization can collect information faster than it can interpret it. A useful system must preserve what matters, expose relationships and record why something was included or excluded. Merely making the search box cleverer leaves a good deal of the problem untouched.

An engineering business with a legal address book

Gita and Dharmesh Shingala established the business in 2002 as Capital Legal Solutions. Gita, now founder and chairman, studied electrical engineering and previously worked at the New York Port Authority and the United States Patent & Trademark Office. Dharmesh, co-founder and CEO, had already founded GDS Systems in 1994, working primarily with the US government.

The company became Capital Novus in 2013 and Knovos in 2017. Its own explanation links the current name to knowledge, newness and knowing customers. The geography widened too: Gandhinagar, New York, Tokyo, Paris and London appear in its documented expansion, followed by a Florida office and, in 2024, Singapore.

This history helps explain the customer mix. Knovos sells to law firms, corporate legal and IT departments, government agencies and investigation teams. It reports more than 1,800 customers. These are buyers for whom a misplaced permission or an unexplained omission can matter as much as an elegant interface.

“To change the way people interact with data”An excerpt from Knovos’s stated vision

Even its culture has a mnemonic: ADDICT, for Agility, Delight, Dedication, Integrity, Creativity and Talent. An eccentric acronym for a sober business. The careers material emphasizes respectful colleagues, initiative and developing younger talent. Those are the company’s stated intentions; they help explain the vocabulary it uses to recruit.

The evidence has neighbours

Discovery is the easiest product to understand through a court deadline. The wider portfolio follows information into adjacent rooms. Knovos GRC captures and governs enterprise data, including sensitive personal information. Manage coordinates matters, legal holds, tasks, resources and billing. Rooms provides controlled document collaboration, virtual data rooms and contract workflows. Together, these products address both the records and the work those records create.

Knovos Manage marketing illustration showing task boards, workflow connections and document cards
The paperwork has paperwork. Knovos’s Manage illustration maps the tasks and workflows around a matter.

Arbitrate provides a workspace for arbitration documents and activities. Cascade, the portfolio’s unexpected cousin, supports government performance budgeting, strategic planning and reporting. A dispute and a public budget sound like different species. Both require people to coordinate documents, decisions and accountability. That common infrastructure is the more useful way to read Knovos’s catalogue.

Its April 2026 membership in the Singapore M&A Association brings Rooms into another setting: cross-border transactions. Here the issue is sharing enough information for due diligence while controlling access. Knovos also offers technology, service and reseller partner programs, including integration help and product training.

The cloud is a choice, not a destination

Knovos competes in an eDiscovery market that includes Relativity, Everlaw, DISCO and Nuix. Processing, search and assisted review belong to the category. One feature of Knovos’s pitch is the breadth of its deployment choices: vendor-managed SaaS, the customer’s cloud, the customer’s data center and hybrid combinations. Buying software does not automatically mean surrendering the hosting decision.

01Knovos CloudVendor operates the environment
02Your cloudCustomer controls cloud infrastructure
03Your data centerCustomer carries more operational work

That distinction became more tangible on August 19, 2026, when Knovos launched Discovery Lite. The standalone application processes, searches, reviews, redacts and produces evidence locally, without continuous internet access. It targets field investigations and restricted or air-gapped environments. In an industry fond of putting things online, a laptop that can keep working offline is a useful piece of stubbornness.

The commercial menu includes standard licensing and pay-as-you-go arrangements. Knovos offers migration assistance, training and technical support. Hosting choices carry their own costs: customer infrastructure means customer responsibilities. Its deployment comparison explicitly assigns greater operational burden to the data center option. Control has a maintenance schedule.

Copy the order of operations

Consider another published case: a New York law firm’s existing discovery platform was approaching discontinuation. The trigger was dwindling development and support. Knovos reports that the replacement kept licensing costs comparable while expanding functionality. The buying decision was about continuity as well as capability.

For a prospective user, the transferable habit is to establish relevance early, remove redundancy and keep the reasoning inspectable. The London matter’s reduction depended on its particular evidence and search criteria. Another corpus will behave differently. The practical question is how much unnecessary work can be removed while preserving a defensible account of what remains. Knovos has built a business around that question.