Invesaro

Invesaro publishes investment theses and settles them against the market in public: with a date, a basket of companies and a verdict.

Investment thesis

The AI Agent Paradox: Rather Than Killing Software, Agents Multiply Machine Identities and Drive Security Spend

LivePublished July 19, 2026150-day horizontechnology
Watch this thesis

In short

  1. What is happening
    Mass enterprise deployment of autonomous AI agents
  2. Why it matters
    Every AI agent is a new non-human machine identity requiring authentication and governance, structurally benefiting identity security software vendors.
  3. What must hold
    Assumptions are statements that must stay true for the thesis to make sense.
    Assumptions: 5. See the assumptions
  4. When is the verdict
    The horizon is the time we give a thesis. That many days after publication we settle it: we compare the basket of companies with the market benchmark and give a verdict.
    December 16, 2026, 150 days after publication
  5. Our score at publication
    A score from 0 to 100 given on the day of publication, before the market has verified anything. On the results page we check in public whether higher-scored theses do better.
Basket return
+22.3%
equal weight, since publication
The market over the same window
+1.7%
benchmark for this basket
Edge over the market
+20.7%
in percentage points

Companies in the basket

The argument

For two years, enterprise software has been valued under a single reductive narrative: autonomous AI agents will displace knowledge workers, eroding per-seat subscription models across SaaS. This fear compressed valuation multiples across the entire sector, including subsegments where the underlying economic logic operates in reverse. Identity security software is not billed per human head count; it is monetized per identity, per workload, and per network flow. AI agents do not reduce addressable identity units-they multiply them exponentially. Every deployed agent represents a new service account, new API keys, non-human OAuth tokens, and elevated permissions that enterprise IT must provision, restrict, rotate, and audit.

The scale of non-human exposure was severe even prior to agentic workflows: CyberArk research indicated that enterprises average over 80 machine identities per human employee, with the vast majority holding access to sensitive data stores without programmatic governance. The 2025 Salesloft Drift breach demonstrated the systemic consequence: compromised OAuth tokens from a single integration provided unauthorized access to data across ~700 organizations, including leading cybersecurity firms themselves. The vulnerability was not human phishing, but unmanaged machine credentials-precisely the attack surface that AI agents are expanding at scale.

What this thesis rests on

Each one is a statement that has to be true. We go back to every live thesis on a schedule and check these against public sources, so each leg carries either what we found or the date we look next.

Archive: reviews of this thesis are paused. Last review September 15, 2026.

  1. SailPoint reports annual recurring revenue growth of at least 20% year over year in each quarterly report filed within the 150 days after 19 July 2026.

    financial · Supported

    A source confirms this · September 15, 2026

    SailPoint's Form 10-Q for the quarter ended 31 July 2026 discloses total ARR of $1,230.7m versus $982.0m a year earlier, growth of about 25%, against the 20% floor. SaaS ARR rose from $622.7m to $846.9m.

    See the source
  2. Zscaler reports calculated billings growth of at least 20% year over year in the quarterly results covering the horizon.

    financial · Open

    Checked September 15, 2026, nothing published either way

  3. Okta's disclosed dollar-based net retention rate stays at or above 105% in every quarterly report filed during the horizon.

    competitive · Supported

    A source confirms this · August 30, 2026

    Okta's Q2 FY2027 results (quarter ended 31 July 2026, released 26 August 2026) report a dollar-based net retention rate of 107%, up one percentage point year over year, against the 105% floor.

    See the source
  4. Palo Alto Networks closes the roughly $25bn CyberArk acquisition and consolidates CyberArk privileged access revenue in its reported results within the horizon.

    operational · Supported

    A source confirms this · September 15, 2026

    Palo Alto Networks' FY2026 Form 10-K, filed 10 September 2026, records the CyberArk acquisition as closed on 11 February 2026 for $21,061m total consideration, with Chronosphere and CyberArk contributing $930m of revenue to consolidated results since the acquisition date.

    See the source
  5. Okta states in a filing during the horizon that its agent identity offering, including Cross App Access, is generally available and sold as a paid product.

    operational · Open

    Checked September 15, 2026, nothing published either way

Show the causal chain step by step
  1. Mass enterprise deployment of autonomous AI agents
  2. Machine identity explosion: each agent requires dedicated entitlements
  3. Expanding attack surface: OAuth tokens, API keys, service credentials
  4. Cybersecurity budgets shift toward non-human identity security
  5. Per-identity monetization: billable units multiply alongside agent counts
  6. Okta, SailPoint, Palo Alto (CyberArk), Zscaler

This thesis, over time

What has happened since publication. Every entry is computed as of its own date, from price history.

October 2, 2026

Day 75 of 150: basket +22.3%

The thesis is halfway to its verdict. The equal-weight basket stands at +22.3% since publication day. The benchmark (S&P 500) returned +1.7% over the same window, so the basket is ahead of its market by 20.7 percentage points. The strongest contributor is ZS (+29.9%), the weakest is PANW (+5.7%). 75 days remain until the verdict.

September 15, 2026

Review: 2 of 5 assumptions confirmed

We went back to this thesis on day 58 of 150 and checked each of its 5 assumptions against public sources. Confirmed by the sources: 2. No news either way: 3. The equal-weight basket stands at +20.9% since publication day. The benchmark (.INX) returned +2.2% over the same window, so the basket is ahead of its market by 18.8 percentage points. 92 days remain until the verdict.

August 30, 2026

Review: 1 of 5 assumptions confirmed

We went back to this thesis on day 42 of 150 and checked each of its 5 assumptions against public sources. Confirmed by the sources: 1. No news either way: 4. The equal-weight basket stands at +16.1% since publication day. The benchmark (.INX) returned +3.4% over the same window, so the basket is ahead of its market by 12.7 percentage points. 108 days remain until the verdict.

August 27, 2026

Basket crossed +20% since publication

This basket is at +20.0% since publication, 39 days after the thesis was posted. The benchmark (S&P 500) returned +3.4% over the same window, so the basket is ahead of its market by 16.6 percentage points. The strongest contributor is SAIL (+32.7%), the weakest is PANW (+7.5%). This is not a change of status: the horizon keeps running and the verdict only lands once it expires.

August 25, 2026

Day 38 of 150: basket +1.2%

The first quarter of the horizon is behind this thesis. The equal-weight basket stands at +1.2% since publication day. The benchmark (S&P 500) returned +2.9% over the same window, so the basket trails its market by 1.7 percentage points. The strongest contributor is SAIL (+12.9%), the weakest is OKTA (-13.5%). 112 days remain until the verdict.

August 11, 2026

Basket crossed +10% since publication

This basket is at +12.5% since publication, 23 days after the thesis was posted. The benchmark (S&P 500) returned +3.6% over the same window, so the basket is ahead of its market by 8.9 percentage points. The strongest contributor is SAIL (+23.8%), the weakest is OKTA (+1.0%). This is not a change of status: the horizon keeps running and the verdict only lands once it expires.

New theses straight to your inbox

Subscribe and we will send you every new thesis and every verdict. No spam, one-click unsubscribe.

This is analysis, not investment advice and not a recommendation to buy or sell anything. We publish it and track it in public, mistakes included. Any decision is yours and yours alone.