FDE player dossier · Updated

Distyl AI

• Private
• Series B
• $1.8B valuation
• ~190 employees
• SF + NYC + London

Distyl AI embeds forward-deployed engineers in Fortune 500 companies to build agentic AI on its Distillery platform, tying part of each project fee to client-defined outcomes. Founded in 2022 by two Palantir alumni, it has raised $202M and was valued at $1.8B in September 2025.

www.distyl.ai

Their role in FDE

• The play
• Both co-founders came from Palantir, where CEO Arjun Prakash managed 30+ forward-deployed strategists and engineers and helped create Foundry. Distyl sells Fortune 500 companies multi-year deployments that pair embedded engineers and researchers with its own Distillery platform.
• The economics
• Part of each project fee rides on client-defined outcomes, on top of recurring Distillery licensing, and contracts can reach tens of millions of dollars. One case study: $200M+ in projected opex savings for a Fortune 100 telecom operator.
• The edge
• Distillery turns standard operating procedures into auditable, policy-aware agentic workflows and traces every decision to the exact knowledge state at runtime. Distyl reports a 100% production record and says its systems reach 150M+ end users.
• The catch
• Its partners are also its rivals. Distyl has been an OpenAI services alliance partner since April 2023, yet OpenAI's Deployment Company competes for the same Fortune 500 budgets, and Microsoft Frontier overlaps with it in the Azure co-sell channel Distyl also uses.

At a glance

Snapshot

• Founded
• 2022
• San Francisco
• Offices
• SF + NYC + London
• HQ at 55 Hawthorne St, San Francisco · 135 Madison Ave, New York (30,076 sq ft)
• Stage
• Series B
• $1.8B post-money valuation
• Ownership
• VC-backed
• Khosla · Lightspeed · Coatue · Dell · DST · angels
• Capital raised
• $202M
• Seed Apr 2023 · Series A Nov 2024 · Series B Sep 2025
• Headcount
• ~190est.
• Tracxn counts 194, Sep 30, 2026
• Revenue
• ~$31M (est.)est.
• Latka, Nov 2025; not disclosed by Distyl
• CEO
• Arjun Prakash
• Co-founder · ex-Palantir (2013–2021)

Key findings

• The September 2025 Series B ($175M) valued Distyl at $1.8B, 9x the $200M valuation Crunchbase reported for its November 2024 Series A.
• Both co-founders came from Palantir. CEO Arjun Prakash was there from 2013 to 2021 and managed 30+ forward-deployed strategists and engineers; COO Derek Ho was there from 2017 to 2022.
• Distyl ties part of each project fee to client-defined business outcomes and charges recurring licensing fees for Distillery; multi-year contracts can reach tens of millions of dollars.
• T-Mobile is a named customer: Distyl says it worked with T-Mobile on the AI Assistant in the T-Life app, built with OpenAI under T-Mobile's IntentCX program. Its other published case studies identify clients only by Fortune rank and industry, such as "F20 Healthcare Payor".
• Distyl lists London as its third office, doubled its New York office to 30,076 sq ft in September 2026, and said in a July 2026 job posting that it was building systems to support 500+ employees, up from about 180.

FDE model · approach · differentiation

What they do

What Distyl sells

Distyl sells multi-year deployments to Fortune 500 and Global 2000 companies. Each combines embedded forward-deployed engineers and researchers, the Distillery platform, and applied AI research on the client's workflows. An AI Strategist leads each engagement with a technical lead, and the team shares accountability for business results. CEO Arjun Prakash says Distyl delivers outcomes within three months.

The Distillery platform

Distillery turns enterprise standard operating procedures and subject-matter experts' knowledge into Routines: auditable, policy-aware agentic workflows. It has four layers: the Context Layer structures fragmented enterprise knowledge into a queryable semantic layer; in the Autonomous Solution Delivery Layer, non-engineers build and refine workflows in plain language; the Control Layer handles governance, tracing every decision to the exact knowledge state at runtime; and the Application Layer runs production deployment and monitoring. Products include Weave (autonomous system construction), Context Mesh (knowledge structuring), Journey (an AI voice layer), Personalization (1:1 customer engagement across app, web, chat and contact center) and Canary (self-improvement and monitoring). Distillery is SOC 2 compliant and listed on the Azure Marketplace.

Customers and use cases

Distyl's customers are Fortune 500 enterprises, Fortune 100 companies among them, in regulated, data-intensive industries. Use cases include contact-center intelligence and AI-native operations for telecom operators; prior authorization, contract management and remote patient monitoring for healthcare payers; and auto finance, fraud detection and underwriting in financial services. It also serves insurers, advanced manufacturers (supply-chain disruption analysis, root-cause resolution) and consumer goods and retail companies (order management). T-Mobile has been named publicly as a customer; published case studies identify other clients by Fortune rank and industry, such as "F20 Healthcare Payor" for a Fortune 20 healthcare payer.

Pricing

Part of each project fee depends on meeting business objectives the client defines, and recurring licensing fees pay for ongoing Distillery access. Contracts run over multiple years and can reach tens of millions of dollars. Distyl has disclosed no per-seat, per-token or time-and-materials pricing.

Models and cloud

Distyl builds on models from OpenAI, Anthropic and Google (Gemini); OpenAI has been a services alliance partner since April 2023. Its cloud partners are Microsoft Azure and Google Cloud, which in April 2026 named Distyl an early and priority partner in its Gemini Enterprise transformation program. Since March 2026, Distillery has also integrated NVIDIA AI Enterprise software, including open Nemotron 3 Super models served through NVIDIA NIM microservices. Deployments run Distyl-hosted, in customer VPCs or on-premises, across AWS, Azure and GCP.

• Target customers
• Fortune 500 and Global 2000 enterprises in regulated, data-intensive industries: telecom operators, healthcare payers, insurers, financial services firms and advanced manufacturers. Consumer goods and retail companies are customers too.
• Pricing model
• Outcome-based hybrid: part of each project fee depends on client-defined business objectives, plus recurring Distillery licensing fees. Contracts run several years and can reach tens of millions of dollars. No per-seat, per-token or time-and-materials pricing disclosed.
• Tech stack
• Distillery has four layers: Context, Autonomous Solution Delivery, Control and Application. Its products are Weave, Context Mesh, Context Views, Journey, Personalization, Capture and Canary. It supports models from OpenAI, Anthropic, Google (Gemini) and NVIDIA (Nemotron, via NVIDIA AI Enterprise and NIM). Distyl works with Microsoft Azure and Google Cloud and deploys in customer VPCs or on premises across AWS, Azure and GCP. SOC 2 compliant; listed on Azure Marketplace.

Backed by7

• Khosla Ventures Series A investor (Nov 2024); Series B co-lead (Sep 2025)
• Lightspeed Venture Partners Led the Series A (Nov 2024), with Partner Raviraj Jain quoted in the announcement; Series B co-lead (Sep 2025)
• Coatue Seed co-lead with Dell Technologies Capital (Apr 2023); Series A and Series B participant
• Dell Technologies Capital Seed co-lead with Coatue (Apr 2023); Series A and Series B participant; Managing Director Deepak Jeevankumar is listed as a founding investor
• DST Global Series B participant
• Nat Friedman Angel; seed investor and Series A participant (Nov 2024)
• Brad Gerstner Angel; seed investor (Apr 2023)

Corporate entities · key executives · board

Leadership & structure

Corporate structure

Key executives

55 people mapped

Team & org structure

Forward-deployed AI Strategists, paired with AI Engineers on every engagement, form the delivery core, backed by a small product and research group. Both co-founders, and several senior leaders, came from Palantir.

On The Org's chart (Oct 2026), AI Engineering (about 36 people) and AI Strategy (about 26) are the largest teams. Together, about 62 people run client engagements, each led by an AI Strategist paired with a technical lead. Platform development (about 11) and applied AI research (about 8) build Distillery; advisory staff and the Office of the CEO handle go-to-market and internal operations. Of the 25 roles open on Oct 31, 2026, ten are in research; the rest include lead engineering and strategist roles, infrastructure engineers for customer delivery, and an AI Engineer and an AI Strategist in London.

Functional distribution

• AI Strategy (Forward-Deployed strategists)Strategists embedded with clients; some hold forward-deployed or deployment titles~26 / second largest
• AI Engineering (delivery engineering)Solutions architects and AI engineers who build on Distillery for each engagement~36 / largest single function
• AI Research / Applied AIApplied researchers whose methods feed into Distillery~8
• Platform Development (core product)Distillery platform and cloud operations engineers~11
• Advisory Services / GTMA principal and go-to-market advisors who open Fortune 500 accounts~4-5
• Office of the CEO / Ops / ExecCo-founders, chief of staff, operations lead and head of data science~4-6

Reporting lines

CEO Arjun Prakash has nine direct reports on The Org's chart, among them COO Derek Ho, Enterprise AI Program & Delivery Leader Heather Katz, Product + Engineering lead Connor Landy and go-to-market advisors; Ho has three. Strategists and engineers work from San Francisco (HQ), New York and London and travel to client sites.

Team roster55

Headcount · customers · geographies

Scale & footprint

By the numbers

• Tracxn counts 194 employees as of Sep 30, 2026.
• Function breakdown (The Org, Oct 2026): AI Engineering 36, AI Strategy 26, AI Platform Development 11, AI Research 8, Executive Leadership 4; remainder in other teams.
• Distyl reports a 100% production record across its engagements.
• 150M+ end users reached by Distyl's AI systems (company site, Oct 2026), up from 120M+ at the Sep 2025 Series B.
• Distyl says it has delivered hundreds of millions of dollars in operating impact for customers.
• Offices: SF HQ (55 Hawthorne St, Floor 4), New York (135 Madison Ave, ninth and 10th floors, 30,076 sq ft after a Sep 2026 expansion) and London. Forward-deployed teams travel to client sites.
• In a July 2026 Head of IT posting, Distyl said it had about 180 employees and was building systems to support 500+ employees globally.
• 25 roles open on the Ashby board on Oct 31, 2026: Research 10, Engineering 9, Solutions 4, People 2, including an AI Engineer and an AI Strategist in London and a French-speaking AI Engineer in New York.

Named customers8

• F100 Telecom Operator, $200M+ projected opex savings; 75%+ AI-contained customer interactions
• F20 Healthcare Payor (Prior Authorization), $200M+ estimated annual cost savings; 200K+ monthly cases
• F20 Healthcare Payor (Contracts), $16M annual savings; 600K+ contracts made queryable
• F20 Healthcare Payor (Remote Patient Monitoring), ~$50M annual savings; policy update cycle cut from 12 months to under 3
• Auto Finance Lender, 1 week kickoff-to-production agentic fraud detection; 93% cost reduction for loan origination
• F50 Hardware Manufacturer, 80% targeted reduction in root-cause analysis time; 1,500+ supply-chain disruptions root-caused daily
• F50 CPG Brand, 47% improvement in order-incompletion resolution time; 100+ non-technical users enabled
• T-Mobile: Distyl worked with T-Mobile on the AI Assistant in the T-Life app, with OpenAI under T-Mobile's IntentCX program; the assistant won two golds and two silvers at the 2026 w3 Awards

Geographic footprint

12 dated events · newest first

Recent signals

• Oct 29, 2026 Distyl posted a New York-based AI Engineer (French Speaking) role requiring fluent French to lead technical work directly with French-speaking clients, at a $180K–$250K base salary. Distyl careers (Ashby)
• Oct 2026 Distyl said it worked with T-Mobile to build the AI Assistant in T-Mobile's T-Life app, a partnership with OpenAI under T-Mobile's IntentCX program; the assistant won two golds and two silvers at the 2026 w3 Awards. Distyl (LinkedIn)
• Sep 22, 2026 Distyl leased the entire ninth floor at 135 Madison Avenue in Manhattan's NoMad, doubling its New York office to 30,076 sq ft less than a year after taking the 10th floor in December 2025. Asking rent was $55 per sq ft, and both leases run through January 2028. Commercial Observer
• Jul 7, 2026 Distyl posted three Research Engineer roles (Data, Agents, Post-Training) and a Lead AI Strategist; at least 18 roles on its Ashby board had been published by that date, including a London AI Strategist posting from May 28 that described the hire as Distyl's first in London. Distyl careers (Ashby)
• Jul 5, 2026 Distyl advertised a Head of IT, reporting to executive leadership, to build a global IT organization as the company scales from about 180 employees to 500+ and expands its international offices. Built In SF
• May 2026 CEO Arjun Prakash spoke at the 2026 AI Agent Conference in New York. Agent Conference
• Apr 22, 2026 Distyl announced a Google Cloud partnership, saying it had been named an early and priority partner in Google Cloud's Gemini Enterprise transformation program; Distillery now runs on Google Cloud with Gemini models integrated. Head of Business Strategy Vijay Candade was quoted in the announcement. Distyl Substack
• Mar 17, 2026 A London-based AI Engineer posting said Distyl was opening an office in London, UK. Chopping Block (Distyl job posting)
• Mar 16, 2026 Distyl announced the integration of NVIDIA AI Enterprise software into Distillery, including open NVIDIA Nemotron 3 Super models served through NVIDIA NIM, and said it is working with NVIDIA on the NemoClaw stack for long-running assistants. Distyl news
• Sep 23, 2025 In its Series B release, Distyl reported a 100% production record, more than 120M end users reached and hundreds of millions in operating impact for customers. PR Newswire
• Sep 22, 2025 Distyl raised a $175M Series B at a $1.8B post-money valuation, co-led by Khosla Ventures and Lightspeed Venture Partners, with Coatue, Dell Technologies Capital and DST Global participating. That was 9× the $200M valuation Crunchbase reported for its Series A 10 months earlier. Crunchbase News
• Jun 6, 2025 Distillery was listed on the Microsoft Azure Marketplace. Azure Marketplace

Where they lead · structural gaps · competitors

Market position

• Where they lead
• Fortune 500 and Fortune 100 enterprises in regulated, data-intensive industries such as telecom, healthcare payers, insurers and advanced manufacturers, on multi-year embedded engagements that can reach tens of millions of dollars. Distyl raised a $175M Series B in September 2025 and has partnerships with Microsoft Azure, Google Cloud and NVIDIA.
• Structural gaps
• Distyl requires customers to license Distillery and staff a multi-month embedded team, and contracts can reach tens of millions of dollars. That makes it a poor fit for startups, scale-ups and Series A–D companies, and for short, vendor-neutral engagements or work meant to speed up a client's own team.

Competes with

• Palantir Technologies Specialist Both Distyl co-founders came from Palantir. The two compete for large-enterprise deals that pair forward-deployed engineers with a platform.
• OpenAI Deployment Company Frontier lab OpenAI's forward-deployed unit competes for the same Fortune 500 agentic-AI transformation budgets. Distyl is also an OpenAI services alliance partner, so OpenAI is both a channel and a rival.
• Ode (with Anthropic) Frontier lab Anthropic-aligned deployment specialist competing for agentic AI work in regulated industries.
• Microsoft Frontier Hyperscaler Microsoft's forward-deployed unit; it overlaps with Distyl in the Azure enterprise co-sell channel, which Distyl also uses.
• AWS Forward-Deployed Engineering Hyperscaler Forward-deployed engineers employed by AWS itself, competing for the same enterprise transformation contracts.

• Accenture / EY (legacy consultancies) Incumbent management consultancies; Distyl pitches itself against them on technical depth and accountability for outcomes.

Primary + corroboration

Sources

Data confidence

• Confirmed
• Stated in a primary or reputable public source.
• Estimated
• Derived or approximated from public reporting.
• Unconfirmed
• Reported, but not yet corroborated.

Distyl AI FDE dossier · figures indicative, verify before quoting · Oct 31, 2026