Agentic AI Startup Funding 2025-2026

Last updated: 8 June 2026
market research pitch 2026 statistics agentic AI market

In our agentic AI market deck, you will find everything you need to understand the market

SUMMARY

We analyzed every publicly disclosed equity round raised by pure-play agentic AI companies between July 2025 and June 2026, a 12-month window covering every geography. We only kept equity rounds of $300K or more, and excluded copilots, one-off tool-call products, deterministic automation vendors, and broad AI companies where agents were only a feature.

Over this period, fundraising in the agentic AI market was broad on deal count but highly concentrated on dollars. The dataset includes 59 disclosed deals, 58 unique companies, and $4.738B raised.

Capital in the agentic AI market is extremely top-heavy. The largest deal alone represents 21.1% of total capital, the top 3 deals reach 48.5%, and the top 10 deals reach 73.3%.

The typical disclosed round is much smaller than the headline market suggests. The average round size is $80.3M, but the median is only $30.0M, which shows how strongly large rounds pull the mean upward.

Deal flow in the agentic AI market averaged 4.9 disclosed rounds per month. Dollar flow averaged $394.8M per month, but May 2026 alone contributed $2.082B.

Vertical AI Agents lead the agentic AI market on both deal count and capital. The category captured 30 deals and $2.640B, equal to 50.9% of deals and 55.7% of disclosed capital.

Agentic AI Applications raise the largest checks per deal. The category has only 7 deals but $1.424B raised, giving it a capital-share-to-deal-share ratio of 2.53x.

North America dominates agentic AI fundraising. It captured 43 of 59 deals and $4.024B, equal to 72.9% of disclosed deals and 84.9% of capital.

The agentic AI market is early-stage in deal count but late-stage in dollars. Seed and Series A represent 69.5% of all deals, but only 24.5% of capital.

Repeat investor presence is meaningful but selective. General Catalyst, Sequoia, Y Combinator, Lightspeed, Accel, Index Ventures, GV, and other repeat firms appear across multiple companies and stack layers.

Market map chart showing top companies and startups in the agentic AI market

This market map, featured in our agentic AI market deck, highlights top companies and startups in the agentic AI market

What are all the funding deals in the agentic AI market from July 2025 to June 2026?

The table below lists every disclosed equity round raised by pure-play agentic AI companies between July 2025 and June 2026. We count as “pure-play” agentic AI companies those whose software can turn a user goal into a multi-step plan and take actions through tools or integrations to produce an outcome.

Each row shows the company, what it does, its category, the deal date, the funding stage, the round size, the region, and the main investors. For a wider view of how agentic AI fits inside the broader automation and enterprise software opportunity, we cover it in our Agentic AI market report.

Company What they do Category Date Stage Deal size Region Main investors
Composio Infrastructure and skill layers for AI agents to connect with enterprise systems Agent Development Platforms Jul 2025 Series A $25M North America Undisclosed
E2B Open-source cloud sandbox infrastructure for AI agents to execute code and tasks safely Agent Execution Infrastructure Jul 2025 Series A $21M North America Undisclosed
Prophet Security Agentic AI SOC agents for threat investigation and response Vertical AI Agents Jul 2025 Series A $30M North America Undisclosed
Cline Open-source AI coding agent for enterprise software development teams Vertical AI Agents Jul 2025 Series A $32M North America Undisclosed
Fundamental Research Labs AI agents across vertical workflows, including finance and spreadsheet automation Agentic AI Applications Aug 2025 Seed $33M North America Prosus
August AI platform for midsize law firms with configurable legal workflows and modular agents Vertical AI Agents Aug 2025 Seed $7M North America Undisclosed
Tavily Web access and search API infrastructure for AI agents Agent Execution Infrastructure Aug 2025 Series A $25M North America Undisclosed
Maisa Enterprise AI agent platform for deploying accountable knowledge-working agents Agent Development Platforms Aug 2025 Series A $25M Europe Undisclosed
Sierra Enterprise customer-service AI agent platform for large companies Agentic AI Applications Sep 2025 Growth Equity $350M North America Undisclosed
Motion Agentic work suite combining work management with autonomous workflow-executing agents Agentic AI Applications Sep 2025 Growth Equity $60M North America Undisclosed
WorkFusion AI agents for financial-crime compliance operations Vertical AI Agents Sep 2025 Growth Equity $45M North America Undisclosed
DRUID AI Enterprise agentic AI platform for conversational and workflow automation Agent Development Platforms Sep 2025 Series C $31M Europe Undisclosed
Envive AI Self-improving AI agents for digital commerce Vertical AI Agents Sep 2025 Series A $15M North America Undisclosed
Paid Monetization, pricing, and billing infrastructure for AI-agent businesses Agent Execution Infrastructure Sep 2025 Seed $21.6M Europe Undisclosed
Notch.cx Autonomous customer-support AI agents for enterprise support resolution Vertical AI Agents Sep 2025 Seed $7M Middle East Undisclosed
Mastra TypeScript framework and tooling for building, deploying, and operating AI agents Agent Development Platforms Oct 2025 Seed $13M North America Undisclosed
Emblematic Agentic AI for finance and accounting workflows Vertical AI Agents Oct 2025 Seed $2M Europe Undisclosed
AdsGency Agentic advertising platform that autonomously runs paid marketing workflows Vertical AI Agents Oct 2025 Seed $12M North America Undisclosed
LangChain Open-source framework and platform for building and operating AI agents Agent Development Platforms Oct 2025 Series B $125M North America Sequoia Capital
Hyro Responsible AI agent platform for healthcare operations Vertical AI Agents Oct 2025 Growth Equity $45M North America Undisclosed
Keycard Access-control and permissions infrastructure for enterprise AI agents Agent Execution Infrastructure Oct 2025 Unknown $38M North America Undisclosed
AppZen Autonomous finance and agentic AI platform for finance teams Vertical AI Agents Oct 2025 Growth Equity $180M North America Riverwood Capital
Mem0 Memory infrastructure layer for AI agents Agent Memory Systems Oct 2025 Series A $24M North America Undisclosed
1mind Autonomous AI sales agent platform for inbound sales and go-to-market execution Vertical AI Agents Nov 2025 Series A $30M North America Undisclosed
Wonderful Multilingual enterprise AI agents for customer-facing workflows across voice, chat, and email Vertical AI Agents Nov 2025 Series A $100M Middle East Index Ventures; Bessemer Venture Partners; Insight Partners
Maxima Agentic AI platform for accounting automation with human-AI collaboration Vertical AI Agents Nov 2025 Series A $41M North America Undisclosed
Simular AI agents that operate Mac and Windows computers for users Agentic AI Applications Dec 2025 Series A $21.5M North America Felicis
7AI Dynamic AI security agents for enterprise security operations Vertical AI Agents Dec 2025 Series A $130M North America Index Ventures
VoiceRun Voice AI agent platform for enterprise-controlled voice agent deployment Agentic AI Applications Jan 2026 Seed $5.5M North America Undisclosed
Parloa AI agents for enterprise customer experience and customer service Vertical AI Agents Jan 2026 Series D+ $350M Europe General Catalyst
Elyos AI AI agents for trades and field-services businesses Vertical AI Agents Jan 2026 Series A $13M Europe Y Combinator
Outtake Anti-fraud and identity-security AI agent platform Vertical AI Agents Jan 2026 Series B $40M North America Undisclosed
Veritus Voice-first AI agents for consumer lending workflows Vertical AI Agents Feb 2026 Seed $10.1M North America Undisclosed
Simple AI Voice AI agents that sell for consumer brands Vertical AI Agents Feb 2026 Seed $14M North America First Harmonic; Y Combinator
Didero Agentic AI procurement automation for manufacturers Vertical AI Agents Feb 2026 Series A $30M North America Undisclosed
Toyo Secure AI agents for non-technical founders and business operations Agentic AI Applications Feb 2026 Seed $4.3M Europe Undisclosed
ChipAgents Agentic AI platform for semiconductor design workflows Vertical AI Agents Feb 2026 Series A $50M North America Bessemer Venture Partners
Basis AI agents for accounting firms Vertical AI Agents Feb 2026 Series B $100M North America Accel; GV; Khosla Ventures
Trace Context layer for enterprise AI-agent adoption Agent Memory Systems Feb 2026 Seed $3M North America Y Combinator
Guild.ai Platform for companies to develop and manage AI agents Agent Development Platforms Mar 2026 Series A $44M North America Khosla Ventures; GV
Armadin Autonomous AI agent security startup founded by Mandiant’s founder Vertical AI Agents Mar 2026 Series A $189.9M North America Accel
Manifold Security infrastructure for autonomous AI agents on enterprise endpoints Agent Execution Infrastructure Mar 2026 Seed $8M North America Undisclosed
Parallel Health Hospital AI agents for medical coding and billing Vertical AI Agents Mar 2026 Series A $20M Europe Index Ventures
Sycamore Enterprise operating system and governance layer for AI agents Agent Development Platforms Mar 2026 Seed $65M North America Lightspeed Venture Partners; General Catalyst
Nexus Platform enabling non-technical enterprise teams to deploy autonomous agents Agent Development Platforms Mar 2026 Seed $4.3M Europe General Catalyst; Y Combinator
Synera Agentic AI engineering workflow platform for industrial design and engineering teams Vertical AI Agents Apr 2026 Series B $40M Europe Undisclosed
Lua Platform for building, deploying, and managing AI-agent workforces Agent Development Platforms Apr 2026 Seed $5.8M Africa Undisclosed
Actively Autonomous AI sales agents for replacing or augmenting human-led sales workflows Vertical AI Agents Apr 2026 Series B $45M North America First Round Capital
Parallel Web Systems Web infrastructure and APIs for AI agents to search, retrieve, and use the open web Agent Execution Infrastructure Apr 2026 Series B $100M North America Sequoia Capital
General Analysis Security infrastructure for agentic AI systems Agent Execution Infrastructure Apr 2026 Seed $10M North America Undisclosed
Sierra Enterprise customer-service AI agent platform for large companies Agentic AI Applications May 2026 Series D+ $950M North America General Catalyst; Sequoia Capital; GV
ReFiBuy Agentic commerce optimization platform for brands and retailers Vertical AI Agents May 2026 Seed $13.6M North America Undisclosed
Ranger AI Agentic revenue-operations platform for industrial tendering Vertical AI Agents May 2026 Seed $8.4M North America Undisclosed
Dust Human-agent collaboration platform for company-wide agent workflows Human Approval Agents May 2026 Series B $40M Europe Sequoia Capital
Pivot Agentic AI procurement operating system for enterprises Vertical AI Agents May 2026 Series B $40M Europe Undisclosed
Cognition Autonomous AI software-engineering agent, Devin Vertical AI Agents May 2026 Series D+ $1,000M North America Founders Fund; General Catalyst
Catena Labs Agentic finance infrastructure and banking stack for AI-agent-mediated commerce Agent Execution Infrastructure May 2026 Seed $30M North America Founders Fund
Archestra Open-source platform brokering secure access between AI agents and enterprise data Agent Execution Infrastructure Jun 2026 Seed $10M Europe Undisclosed
CodeIntegrity Security guardrails for unpredictable enterprise AI agents and prompt-injection risks Agent Execution Infrastructure Jun 2026 Seed $5M North America Undisclosed
Table scoring and prioritizing the main pain points faced by companies in the agentic AI market

In our agentic AI market deck, we identify pain points entrepreneurs should prioritize

OUR METHODOLOGY TO BUILD THIS TRACKER

We built this agentic AI funding tracker by reviewing every publicly disclosed equity round raised by pure-play agentic AI companies between July 2025 and June 2026. A company counts as pure-play when more than 80% of its activity is dedicated to software that plans, executes, verifies, and completes multi-step tasks through tools, integrations, context, memory, or human approval gates.

We applied four filters to build the dataset. First, we only included equity rounds, so grants, debt, and revenue financing are excluded. Second, we only counted rounds of $300K or more. Third, we only kept pure-play agentic AI companies. And fourth, every entry had to be confirmed by a direct company announcement, a press release, or a tier-1 media report, with the source URL preserved for every row.

We excluded undisclosed-amount rounds because including them would have distorted every dollar-based metric in the agentic AI market. The final dataset contains 59 disclosed deals across 58 unique companies, and every average, median, share, and concentration ratio is computed on that disclosed sample. Privately raised rounds that were never publicly announced are necessarily missing, which is a known limitation of any public-only agentic AI funding tracker.

How active has fundraising been in the agentic AI market?

As of June 2026, fundraising in the agentic AI market has been very active on deal count and uneven on dollars. Over the past 12 months, companies raised 59 disclosed equity rounds and $4.738B combined, which works out to 4.9 deals per month.

The agentic AI market is not a market with only a few visible startups. The dataset includes 58 unique companies, so almost every disclosed round represents a separate company rather than repeated fundraising from the same small group.

Dollar flow is much more volatile than deal flow. The market averaged $394.8M raised per month, but May 2026 alone reached $2.082B because Sierra and Cognition both raised very large rounds.

The monthly median is a better guide than the monthly average. The median month raised $206.1M, which is roughly half the average, showing how strongly one month distorted the 12-month picture.

If you want to go deeper on the companies behind this activity, see our market report covering agentic AI fundraising.

How concentrated has fundraising been in the agentic AI market?

As of June 2026, fundraising in the agentic AI market is highly concentrated at the top. Over the past 12 months, the single largest deal accounts for 21.1% of all capital, the top 3 deals reach 48.5%, and the top 5 reach 59.9%.

The largest rounds do not merely add to the market total. They define the market total. Cognition’s $1.0B round, Sierra’s $950M round, and Sierra’s earlier $350M round together represent almost half of disclosed capital.

The same concentration appears in categories. Vertical AI Agents capture 55.7% of disclosed capital, while Agentic AI Applications capture another 30.1%. Together, those two categories hold 85.8% of the agentic AI market’s funding.

This means aggregate funding headlines should be read carefully. The agentic AI market is active, but the dollar story is mostly a story about a few companies that investors already believe can become category leaders.

How much of the agentic AI funding signal is driven by outliers?

As of June 2026, a large share of the agentic AI funding signal is driven by outliers. Over the past 12 months, only 13 deals exceeded $50M, but those rounds account for most of the capital raised.

Excluding rounds above $50M reduces disclosed capital from $4.738B to $1.038B. That is a 78.1% reduction, which means the market’s apparent capital abundance depends overwhelmingly on megarounds.

The average round size is $80.3M, while the median round size is $30.0M. That gap matters because the average describes the headline market, while the median better describes ordinary financing conditions.

The top 10 deals hold 73.3% of all disclosed capital. So when reading any agentic AI funding total, the first question should be whether the number reflects broad market health or a small set of winner-financing events.

Chart showing how Cognition is positioned in the agentic AI market

This chart, included in our agentic AI market deck, shows how Cognition is positioned in agentic AI

Is the agentic AI market broad with many targets, or narrow with few fundable companies?

As of June 2026, the agentic AI market is broad on company count but narrow on late-stage conviction. Over the past 12 months, 58 unique companies raised 59 disclosed rounds, which shows wide formation across the market.

The breadth is strongest at Seed and Series A. Those two stages account for 41 of 59 disclosed deals, or 69.5% of activity, which means the median agentic AI company is still being formed or recently validated.

But the dollar pool is not broad. Series D+, Growth Equity, and Series B rounds absorb most of the disclosed capital, and the top 10 deals hold 73.3% of dollars.

So the agentic AI market has many targets, but only a small set has crossed into true winner-financing territory. That is the core tension in the funding data.

Is agentic AI mostly an early-stage formation market or a late-stage scaling market?

As of June 2026, the agentic AI market is early-stage by deal count but late-stage by capital. Over the past 12 months, Seed and Series A represent 69.5% of deals, but only 24.5% of disclosed capital.

Seed rounds are numerous but relatively small. The dataset includes 22 Seed deals, with a median Seed round of about $9.2M and a total of $292.6M.

Late-stage dollars dominate the market’s narrative. Series D+ alone represents $2.300B, or 48.5% of disclosed capital, from only 3 deals.

This creates a split-screen market. New agentic AI companies are forming quickly, but investor conviction is concentrating around companies with proof of execution, budget ownership, and enterprise-scale distribution.

We cover this stage split in more detail in our deeper analysis of the agentic AI market.

Which categories attract the most investor attention in agentic AI?

As of June 2026, Vertical AI Agents attract the most investor attention in agentic AI. Over the past 12 months, the category captured 30 of 59 disclosed deals and $2.640B raised.

Vertical AI Agents are the only category with both breadth and depth. They represent 50.9% of deal count and 55.7% of capital, which makes vertical workflow ownership the most validated strategy in the agentic AI market.

Agent Execution Infrastructure ranks second by deal count, with 10 disclosed rounds. Investors are funding the picks-and-shovels layer, but the category captured only 5.7% of disclosed capital.

Agent Development Platforms also show real formation activity, with 9 deals and $338.1M raised. That suggests investors believe many teams will build agent platforms, even if only a few are currently financed as market-defining companies.

Chart showing the projected CAGR of the agentic AI market

This chart, included in our agentic AI market deck, illustrates yearly funding for agentic AI startups

Which categories attract disproportionately large checks in the agentic AI market?

As of June 2026, Agentic AI Applications attract disproportionately large checks in the agentic AI market. Over the past 12 months, the category captured 30.1% of capital from only 11.9% of deals, giving it a capital-share-to-deal-share ratio of 2.53x.

Sierra is the biggest reason this category looks so strong. Its $350M and $950M rounds make application-layer dominance look larger than it would appear in a more evenly distributed dataset.

Vertical AI Agents sit closer to parity, with a 1.10x capital-share-to-deal-share ratio. That is still strong because the category combines many deals with very large rounds in coding, security, accounting, support, procurement, and sales.

Infrastructure categories attract smaller checks. Agent Execution Infrastructure has 17.0% of deals but only 5.7% of capital, while Agent Memory Systems has 3.4% of deals and only 0.6% of capital.

Which geographies matter most for fundraising in the agentic AI market?

As of June 2026, North America is the dominant geography for agentic AI fundraising. Over the past 12 months, it captured 43 of 59 disclosed deals and $4.024B, equal to 84.9% of all disclosed capital.

Europe is the clear second geography. It contributed 13 deals and $601.2M, or 12.7% of disclosed capital, with notable rounds from Parloa, Dust, Pivot, Synera, DRUID AI, Maisa, and others.

The Middle East is visible but narrow. It contributed 2 deals and $107.0M, largely because Wonderful raised a $100M Series A.

Africa appears once through Lua’s $5.8M Seed round, while Asia-Pacific and Latin America have no qualifying disclosed pure-play rounds in the dataset. That means the visible agentic AI funding market is not geographically global yet.

For more context on where agentic AI companies are clustering, see our full market deck on agentic AI geography.

Is the agentic AI opportunity set broad or concentrated in one hub?

As of June 2026, the agentic AI opportunity set is concentrated in one dominant hub and one secondary hub. Over the past 12 months, North America and Europe together captured 94.9% of deals and 97.6% of disclosed capital.

North America is not just leading on volume. Its median round is $30.0M and its average round is $93.6M, showing stronger access to megaround capital.

Europe has real company formation but less late-stage density. Its median round is $21.6M and its average is $46.2M, which means Europe is viable but less able to compound into $100M-plus rounds.

The absence of Asia-Pacific and Latin America from the qualifying dataset should be read carefully. It may reflect funding visibility and English-language disclosure bias, but it still shows that the public funding signal is heavily Western.

Chart comparing business model options for autonomous AI agent platforms

This chart, included in our agentic AI market deck, compares the main business model options for autonomous AI agent platforms

Is agentic AI a market of small experiments or scaled financings?

As of June 2026, the agentic AI market is both a market of small experiments and scaled financings. Over the past 12 months, 45 of 59 deals were below $50M, but the 13 deals above $50M drove most of the dollars.

The most common deal size band is $20M to $50M, with 25 disclosed rounds. Another 16 deals sit between $5M and $20M, which shows that ordinary formation remains active.

At the same time, the market has a visible megaround layer. Eight deals exceeded $100M, including Cognition, Sierra, Parloa, AppZen, 7AI, LangChain, Basis, Wonderful, Armadin, and Parallel Web Systems across the broader $100M-plus group.

The median round is $30.0M, which is the best single number for ordinary financing conditions. The average of $80.3M is useful for market sizing, but it should not be read as typical.

If you want a fuller view of the financing distribution, check our market report on agentic AI funding patterns.

Who are the investors that appear the most in agentic AI fundraising?

As of June 2026, the most visible repeat investors in the agentic AI market are General Catalyst, Y Combinator, Sequoia Capital, Lightspeed Venture Partners, Accel, Index Ventures, GV, Bessemer Venture Partners, Insight Partners, and Founders Fund. Over the past 12 months, these firms appeared across multiple disclosed rounds and different parts of the stack.

General Catalyst appears most consistently across application-layer and platform-layer companies. Its visible exposure includes Sierra, Parloa, Nexus, Cognition, and Sycamore.

Y Combinator shows up across early-stage company formation. Its visible exposure includes Mastra, Elyos AI, Trace, Simple AI, and Nexus, which fits the agentic AI market’s high Seed and Series A deal count.

Sequoia, Accel, Index, Lightspeed, GV, and Founders Fund appear in fewer but often higher-signal rounds. That matters because repeat participation across categories suggests investors are not treating agentic AI as one product type, but as a new operating layer across software.

One important caveat: round announcements rarely say how much each investor actually committed. Any “dollars by investor” figure should be read as the total round size an investor participated in, not the amount personally invested.

Chart showing the share of revenue generated by each customer segment in the agentic AI market

This chart, featured in our agentic AI market deck, shows the share of revenue generated by each customer segment in the agentic AI market

INSIGHTS

The insights below come from reviewing every disclosed equity round in the agentic AI market between July 2025 and June 2026. They are not row-by-row summaries. They are the reusable patterns that kept showing up across the 59-deal dataset, and they are meant to stay useful when reading any future agentic AI funding announcement.

  • The agentic AI market is already late-stage in dollars but early-stage in deal count. Seed and Series A represent 69.5% of deals, but only 24.5% of capital. The median company is still forming while a few winners set the valuation narrative.
  • Capital concentration is the first thing to check in agentic AI. The top 3 deals absorb 48.5% of capital, and the top 10 absorb 73.3%. Total funding alone overstates the health of the typical startup.
  • The average round size is 2.7x the median round size. That gap makes the median of $30.0M more useful than the $80.3M average when judging ordinary financing conditions.
  • Excluding rounds above $50M cuts disclosed capital by 78.1%. The agentic AI market looks abundant because megarounds exist, not because every company can raise at scale.
  • Vertical AI Agents are the strongest category by both breadth and depth. They hold 50.9% of deals and 55.7% of capital, which makes workflow ownership the clearest validated strategy.
  • Agentic AI Applications have the strongest capital-share-to-deal-share ratio at 2.53x. But that signal is heavily shaped by Sierra, so application-layer dominance is a power-law pattern rather than a broad-market pattern.
  • Agent Development Platforms show formation without equal capital intensity. They hold 15.3% of deals but only 7.1% of capital, which suggests many platform attempts but few category-defining financings.
  • Agent Execution Infrastructure is active but underpriced versus applications. It has 17.0% of deals and only 5.7% of capital. Investors believe agents need infrastructure, but they have not yet agreed which layers become choke points.
  • Agent Memory Systems are conspicuously underfunded at 0.6% of capital. Memory is central to agentic software, but buyers currently seem to treat it as an embedded feature rather than a standalone market.
  • Human approval is widely needed but rarely funded as its own category. Only one clear Human Approval Agents deal appears, which suggests approval gates are being bundled into broader platforms.
  • North America dominates the market with 84.9% of disclosed capital. Europe has meaningful formation, but the larger gap is access to $100M-plus rounds.
  • May 2026 contributed $2.082B, more than five times the monthly average. That was not normal seasonality. It was the clustering of Sierra and Cognition winner-financing events.
  • The best-funded companies sell into clear budget owners. Customer support, software engineering, finance, accounting, security, procurement, and sales all have measurable costs that agents can attack.
  • Customer-service agents are the clearest scaled application wedge. Sierra, Parloa, Wonderful, Hyro, Notch.cx, and related companies show where autonomous execution has become easiest to underwrite.
  • Security appears on both sides of the agentic AI market. Companies are raising for autonomous defenders and for defenses against agentic systems, which makes security both a vertical and an infrastructure opportunity.
  • The market is shifting from agent demos to agent operations. The strongest rounds emphasize deployment, governance, permissions, reliability, evaluation, or enterprise integration rather than model capability alone.
  • The clearest bottleneck is safe execution inside messy enterprise systems. That is why data access, sandboxing, context, permissions, billing, memory, monitoring, and auditability recur across the dataset.
  • First-financing rounds are common but rarely huge. The largest exceptions, such as Armadin and Sycamore, depend on founder credibility or elite technical pedigree compressing normal financing maturity.
  • Defensibility in agentic AI is unlikely to come only from frontier model access. The funding data points toward workflow data, integration depth, execution traces, evaluation loops, permissions, and customer-specific process knowledge.
  • The most useful screening rule is simple: fundability rises when an agent controls a bounded, high-frequency workflow with measurable ROI and permissioned access to systems of record. Broad autonomy without a narrow economic wedge is much less validated.

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