# The technology legal outlook for 2026: 5 changes founders cannot afford to ignore

*Artificial intelligence, renewed investment activity and increasingly complex regulation are changing how technology businesses operate. For founders, the challenge is not simply keeping pace with innovation, but building companies that can navigate the legal and commercial consequences.*

Technology companies have always operated in a rapidly changing environment. What distinguishes the current period is how closely technological innovation, investment decisions, geopolitical developments and regulatory obligations have become connected.

Artificial intelligence is moving beyond generating content into performing increasingly complex business activities. Investors are reconsidering opportunities in technology, digital infrastructure and cybersecurity, while governments are paying closer attention to data, market concentration and national security.

For founders, these developments create opportunities, but they also expose weaknesses in how businesses are structured, financed and governed.

**Legal decisions made during a company's early development may increasingly determine its ability to attract investment, enter new markets, and compete effectively.**

Five developments deserve particular attention.

**1\. Investment is returning, but investors are examining more than growth.**

Technology investment continues to attract interest, particularly in businesses developing artificial intelligence, enterprise software, digital infrastructure and cybersecurity solutions.

However, compelling technology or attractive growth projections do not necessarily establish that a business is ready for investment.

Prospective investors and acquirers increasingly need to understand the legal foundations of the businesses they are considering. This includes whether the company owns or controls its intellectual property, whether its contractual arrangements support its revenue model, and whether its governance structure can accommodate future investment.

Consider a software startup seeking its first institutional funding round.

The company may have developed a successful product and acquired a growing customer base. Still, its founding shareholders may have entered into informal arrangements concerning equity, intellectual property ownership or decision-making authority.

Those arrangements may have been sufficient when the business consisted of two founders working together. They become considerably more consequential when an external investor proposes to acquire a substantial equity interest.

Similarly, uncertainty about contractor-developed software, restrictions in university technology licences, or unusually onerous customer indemnities can affect how an investor assesses the business.

These issues are not necessarily fatal to a transaction. However, they may require renegotiation, restructuring or additional risk protections, potentially increasing costs and weakening the founders' negotiating position.

The practical lesson is that **a company should not begin considering investment readiness only when it decides to raise capital**.

Legal ownership, governance arrangements and commercial contracts should develop alongside the business rather than being treated as administrative matters to resolve during due diligence.

**2\. International growth requires more than identifying overseas customers.**

Technology businesses can reach international markets considerably earlier than traditional businesses. A software company operating in Australia may acquire customers overseas without establishing a physical presence in those jurisdictions.

But the ability to sell internationally does not necessarily mean the company is legally or commercially prepared to operate internationally.

Different jurisdictions impose different requirements concerning privacy, cybersecurity, consumer protection, intellectual property and regulated technologies. These requirements can shape product design, how customer information is handled, and the contractual commitments a company can safely make.

Geopolitical developments add another dimension.

Governments are increasingly concerned with national security, technological sovereignty and the concentration of strategically important technologies. These considerations can affect foreign investment approvals, acquisitions, technology transfers and commercial arrangements involving sensitive industries.

A startup developing advanced manufacturing technology, cybersecurity software or infrastructure used by government agencies may therefore face considerations that do not arise for an ordinary consumer application.

The implications extend beyond large multinational transactions. A relatively small technology company can face significant regulatory scrutiny because of its technology, its investors, or the markets it intends to enter.

For founders, international expansion should therefore involve examining not only market demand, but also the legal conditions governing entry and operation.

**The relevant question is not simply whether a product can be sold overseas, but whether the company has the rights, approvals and contractual arrangements necessary to operate sustainably in those markets.**

**3\. Digital financial infrastructure is creating new commercial opportunities and new legal dependencies.**

Financial services are undergoing substantial technological change as businesses develop new systems for payments, digital identity, asset transfers and financial transactions.

Technologies involving distributed ledgers, tokenisation, automated settlement, and application programming interfaces are creating opportunities for startups to enter financial infrastructure previously dominated by large institutions.

Some businesses are developing entirely new financial products. Others are building the underlying systems that help established financial institutions operate more efficiently.

For founders, the commercial opportunity may lie less in replacing existing financial institutions than in providing technology upon which those institutions increasingly depend.

However, becoming part of financial infrastructure introduces important legal considerations.

A technology provider may need to address questions concerning regulatory classification, data access, intellectual property licensing, service availability, cybersecurity, operational resilience and responsibility for transaction failures.

The distinction between providing software and undertaking a regulated financial activity can be particularly important. The legal treatment depends on what the business actually does, rather than how it describes its technology.

Contracts also become central to the business model.

A company providing technology supporting financial transactions may face substantial demands concerning warranties, service levels, indemnities, liability limitations and business continuity. Those obligations can create exposures disproportionate to the revenue generated under an individual customer agreement.

Founders therefore need to understand how their position within the financial ecosystem affects both their commercial leverage and their legal responsibilities.

**4\. Agentic AI is changing the relationship between technology and legal responsibility.**

Much of the initial excitement around generative AI focused on its ability to produce written content, computer code, and analytical outputs in response to user instructions.

The development of agentic AI introduces a different challenge.

Rather than merely responding to prompts, AI systems can increasingly perform sequences of activities directed towards an objective. Depending on their configuration and permissions, these systems may retrieve information, interact with software, initiate workflows and execute business processes.

This creates significant opportunities to improve productivity and develop new commercial services. It also raises questions about responsibility when automated systems make mistakes.

Consider a technology company deploying an AI agent to assist with procurement.

The system might assess supplier proposals, negotiate within specified parameters, recommend contractual terms or initiate purchasing activities. Its commercial value lies partly in reducing the need for continuous human involvement.

But what happens when it acts outside its intended parameters, processes confidential information incorrectly or initiates a transaction the business did not intend to authorise?

The legal analysis may raise questions about contractual authority, attribution of electronic communications, data protection, liability allocation, and the responsibilities of the organisations deploying the technology.

Traditional contracts may not adequately address these risks, particularly where they assume that commercially significant decisions are made directly by identifiable individuals.

Businesses developing or implementing agentic systems should therefore consider the scope of permitted activities, approval mechanisms, auditability, access controls and procedures for correcting or reversing unintended actions.

The appropriate allocation of responsibility will depend on the system's functionality, the degree of autonomy involved and the contractual relationship between the technology provider and its customers.

**The central issue is not whether an AI system can perform a task, but who bears responsibility when its performance produces an unintended legal or commercial consequence.**

That distinction will become increasingly important as autonomous systems move into activities involving contracts, financial transactions and commercially sensitive information.

**5\. Cybersecurity, data protection and AI governance can no longer be treated separately.**

Many businesses have historically managed cybersecurity, privacy and technology governance through separate internal processes.

Cybersecurity may be seen as the technology team's responsibility, privacy as a compliance obligation, and AI governance as an emerging management concern.

Increasingly, those distinctions are becoming difficult to maintain.

An AI system may access confidential business information, process personal data and interact with external software services. A vulnerability in one component can therefore create consequences extending across several areas of legal and operational responsibility.

A security incident may involve more than unauthorised access to information. It may disrupt business operations, compromise proprietary technology, expose personal information and trigger contractual notification obligations.

For a startup, these risks can be particularly significant because a single incident may affect a substantial proportion of its customers or undermine confidence in the company's core product.

The commercial consequences may extend beyond the direct cost of responding to the incident.

Enterprise customers and prospective investors may assess whether the company has appropriate security arrangements, uses customer data consistently with contractual commitments, and whether its technology suppliers create unacceptable dependencies.

These considerations should inform commercial contracting and product development early on.

A company should understand what information its systems collect, who can access it, which external providers process it, and what contractual commitments it has made regarding confidentiality, security, and service availability.

The aim is not to eliminate every conceivable risk. It is to establish a proportionate governance framework that reflects the company's activities, resources and exposure.

**What does this mean for technology founders?**

The common thread is that technology businesses are becoming more deeply embedded in complex commercial and regulatory relationships.

A startup may begin with a small founding team and a promising product, but commercial success can quickly bring in investors, international customers, strategic partners, technology suppliers, and regulators.

Each relationship creates additional rights, obligations and dependencies.

The shareholders' agreement determines how important decisions are made and how ownership changes over time. Intellectual property arrangements determine which technology the business controls and how it can be exploited.

Commercial contracts influence revenue, customer relationships, and liability exposure. Data governance and cybersecurity arrangements affect whether the company can meet customer expectations and operate reliably as it grows.

These are not independent legal issues. Together, they form part of the business's supporting architectures.

A company with strong technology but weak ownership arrangements may struggle to attract investment. A business with excellent customer demand may find international expansion constrained by regulatory requirements or contractual restrictions.

Conversely, thoughtfully designed legal arrangements can preserve flexibility, support commercial negotiations and reduce the cost of adapting as circumstances change.

**Legal readiness is becoming part of commercial competitiveness.**

For founders, the appropriate response is not to anticipate every possible legal issue or construct elaborate governance arrangements before the business has established its market.

That approach can consume scarce resources while creating complexity disproportionate to the company's circumstances.

A better approach is to identify legal decisions that are difficult or expensive to reverse, address material risks before they crystallise, and preserve flexibility for future commercial opportunities.

In practice, this means paying early attention to ownership and control of intellectual property, founder and investor rights, key commercial contracts, data governance, and the legal requirements of intended markets.

These arrangements should match the company's maturity and be revised as its activities and exposure evolve.

Technology will continue to change faster than many legal frameworks can comfortably accommodate. Founders cannot eliminate that uncertainty, but they can make decisions that leave their businesses better positioned to respond.

The question is no longer simply whether a startup has developed an innovative technology.

The question is **whether the company has established the legal and commercial foundations needed to turn that technology into a sustainable, investable, and scalable business.**

That may be one of the most important competitive advantages a technology company can develop.