Newsletter · · Ashutosh Agarwal

Kirkland Commits 500 Million to In-House AI as Coding Agents Threaten IT Services - IT Services vs AI - Week of May 24, 2026

Kirkland & Ellis put a $500M in-house AI build on the record, Cognition's Devin hit 89% of internal commits, and not one SI CEO appeared on tape.

TL;DR

  • Cleanest live analog yet. Kirkland & Ellis, the world's largest law firm by revenue, committed publicly to a $500M, 180-engineer in-house AI build, and the chairman went on record that the billable hour is dying. If you want a preview of what comes for the SI model, this is it.
  • The productivity data turned binary. Cognition's Devin is now writing 89% of the company's own code, up from 17% in January. Claude Code autonomously ported 750,000 lines of Rust at a 99.8% test-pass rate in 11 days. Legacy modernization just got a working substitute on tape.
  • Zero SI CEOs on the record. Sweet, Krishna, Parekh, Pallia: none appeared on any podcast in the window. The disruptors are talking; the incumbents are quiet. The asymmetry is itself a positioning signal.

What's New

1. Kirkland & Ellis publicly torches its own pricing model. Chairman John Bayless: "People talk about the evolution of the billable hour. We already do a number of matters on value-based pricing, and that trend will only continue and it will accelerate." 180 in-house technologists are building a proprietary platform; outside builders work alongside, but Kirkland owns the IP and bars resale (The AI Daily Brief, May 29 2026; Tech Brew Ride Home, May 29 2026). The template: client builds, client owns the IP, T&M dies. All three legs of the Accenture/Infosys model.

2. Cognition's Devin: 17% to 89% of internal commits in four months. Per the company, enterprise usage is up 10x YTD, revenue run-rate is approaching half a billion, and the firm just raised $1B at a $26B valuation. CEO Scott Wu: "There's about 30 to 35 million software engineers in the world today. We want to make them all 10 times more efficient, and then we think there is a lot more than 10 times more software to build." (The AI Daily Brief, May 29 2026). If even half-true outside Cognition's own walls, the linear-headcount-to-revenue Indian IT model loses its cost defense.

3. Claude Code Dynamic Workflows ports 750K lines unattended. Anthropic's Opus 4.8 launch shipped hundreds of parallel sub-agents that plan, dispatch, and adversarially verify. Marquee case, BUN's Zig-to-Rust port: 750,000 lines, 11 days, 99.8% test-pass on delivery (Tech Brew Ride Home, May 29 2026). Legacy modernization (COBOL-to-Java, mainframe offload, SAP-to-S4) is precisely the multi-year, hundreds-of-FTE work that anchors IBM Consulting and TCS backlog.

4. ClickUp and Cloudflare publicly cut headcount, called it AI. ClickUp laid off 22%, Cloudflare ~20%, explicitly to reallocate budget toward Anthropic tokens and $1M-comp top performers. Jason Lemkin: "I'm laying off 22% of my company so I can pay $1 million to my high performers in the age of AI." (The Twenty Minute VC, May 28 2026). The buy-side signal: enterprise wallet share is shifting from headcount to model tokens.

5. Anthropic and OpenAI placing "forward-deployed engineers" into F100s via PE-backed JVs. Second-hand and unverified, but flagging: per Limitless host Ejaaz, the two labs have signed JVs with PE firms to embed engineers directly into Fortune 100 accounts to architect Claude/ChatGPT agent workflows (Limitless, May 29 2026). If accurate, a Palantir-style vertical-integration play directly into the architect tier Accenture and Deloitte sell against. Treat as rumor pending confirmation.

The Debate

Bull (AI grows the pie). Every transformation cycle of the last twenty years (ERP, cloud, mobile, digital) was net positive for SI revenue because complexity creates services demand. Agent platforms (Agentforce, Joule, Now Assist) are more complex to deploy than the SaaS they replace; somebody integrates. Dan Ives: "LLMs are going to get commodified. What separates companies is the people." (The AI Daily Brief, May 24 2026). Lemkin, defending Salesforce: "It's not worth giving up Agentforce."

Bear (AI eats the billable hour). Kirkland's template, the Devin numbers, and Simon Willison's measured $2,180/month of token consumption on a $200 flat plan (Tech Brew Ride Home, May 29 2026) point the same way: marginal output cost is collapsing faster than SI rate cards can move. Lemkin's "$2 million per employee is gonna become the new normal" is incompatible with Infosys ($50K rev/employee) and Accenture ($60K), a 30–40x gap. The bear isn't that AI eats services; the pricing model breaks before the work disappears.

"One thing I keep seeing in enterprise AI, companies hedging across every cloud, every model, every framework, or paying a GSI for a pilot that never ends." Nathaniel Whittemore, The AI Daily Brief, May 24 2026

Stocks in Play

Accenture (ACN). Not named on tape. Read-through uniformly bearish: the Kirkland analog hits ACN's largest service line. Bull case rests on Agentforce/Joule pull-through and the Ives upskill thesis. Watch: Q3 FY26 print (mid-June), bookings, book-to-bill, GenAI revenue cadence.

IBM. Not named. Same direction on Consulting, partially offset by watsonx and Red Hat. The 750K-line Claude Code port is a direct strike at IBM's mainframe-modernization franchise. Watch: July Q2, Consulting signings, watsonx book, AI-delivery margin commentary.

Infosys (INFY). Not named. Most exposed of the four to the headcount/pyramid thesis given fresher-heavy structure and ~$50K rev/employee. Watch: July Q1 FY27, fresher hiring delta, attrition, large-deal TCV, AI-pricing commentary.

Wipro (WIT). Not named. Smallest podcast footprint, weakest relative read: has lagged peers on AI-led deal share and lacks the platform anchor IBM and Accenture lean on. Watch: July Q1 FY27, voluntary attrition, large-deal TCV, any new commentary from CEO Srinivas Pallia on AI deal economics.

Read-Throughs

  • TCS, Cognizant, Capgemini, EPAM: Same direction as INFY/WIT, pyramid and T&M exposure. EPAM additionally has heavy Cursor/Copilot adoption inside its own delivery: productivity is real on the supply side, but client-side rate pressure moves faster.
  • CRM / Agentforce: Bullish this week. Lemkin's "it's not worth giving up Agentforce" is agentic-platform-as-moat commentary. SI partners anchored to Agentforce benefit; non-Agentforce Salesforce-shop INFY/WIT lines less so.
  • NOW / WDAY / SAP: No qualifying mentions of Now Assist, Workday Illuminate, or Joule in the window. The asymmetry vs. Agentforce noise is itself worth tracking.
  • MSFT / Copilot: Reportedly moving off Anthropic Opus on cost grounds per Lemkin (20VC, May 28 2026), he flags it as "talking your own game."
  • Build-vs-buy: Lemkin relayed an unnamed CEO who "replaced our $600K Salesforce contract with a Vibe Coded CRM, which we built in 3 weeks... we will get rid of 80% of the SaaS we use internally." Bear material for SaaS and the SI tier that implements it.

What Changed vs Last Week

Inaugural issue, no prior baseline. From next week, this section tracks which threads sustain, die, or reverse.

Sources