Plank

What Plank does

Plank (legal entity IDYIA, LLC) is a private professional services company that provides forward-deployed AI engineering to technology companies building production AI systems. The company is founded by Privahini Bradoo (CEO; Harvard MBA, PhD in Neuroscience; previously co-founder and CEO of BlueOak, a Kleiner-funded company that raised $50M+) and Anusheel Bhushan (previously co-founder and CTO of Plato.ai, an Accel-funded Series A company), and is described as founder-owned with no disclosed institutional funding. Plank operates from delivery centers in San Francisco, Brazil, Spain, and Poland.

The company's product surface is organized as FDE (Forward-Deployed Engineer) as a Service, delivered through three integrated offerings: AI-native full-stack engineers who build client roadmaps including agents, RAG, LLM workflows, and integrations; Forward-Deployed AI Engineers who embed directly with client teams to scope deployments, integrate systems of record, and take AI pilots to production; and on-demand QA Pods that test every pull request with AI-augmented quality assurance and return merge verdicts within 24 hours. The internal Plank AI Accelerator is a training program that develops every Plank engineer in production AI work before embedding. Plank's engineering platform is built on agentic workflows, a Harness-Driven SDLC, AI pair-coding with Claude Code and Codex, and a Conductor + Worker Pool architecture that runs parallel agents in isolated clones with Git as the audit log. The platform is vendor-neutral across OpenAI, Anthropic, and open models.

Plank's revenue model is professional services with custom enterprise scoping: engagements are priced based on team composition (AI-native engineers, FDEs, QA pods), scope, and duration, with multi-year contracts and no public rate card. The go-to-market is enterprise field sales starting with a Cal.com booking, with no self-service or marketplace presence. Marketing is driven by thought leadership, including a research publication (The State of FDE as a Service, 2026), an FDE Job Market census of 991 live postings, and a monthly newsletter (The FDE Brief). The customer base spans 30+ named logos across AI infrastructure, fintech, construction technology, healthcare, cybersecurity, and consumer applications, including Procore (NYSE: PCOR), Composio, OpenVPN, SardineAI, PayJoy, and Span.io.

Name

Plank

Legal name

IDYIA, LLC

Website

https://joinplank.com

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

51–100 employees

Short description

Plank provides forward-deployed AI engineering as a service, embedding AI-native engineers, forward-deployed engineers, and AI-augmented QA pods with client teams to build, deploy, and validate production AI across startups and enterprises globally.

Ownership category

akta.pro rank

Product category

AI Engineering Services

SIC

Services-Engineering Services (8711)

akta.pro primary industry

Civil & Structural Engineering Consulting (BPAHAIAA)

akta.pro secondary industry

Civil, Construction & Infrastructure Engineering Staffing (BPACADAH)

Keywords

• Forward-deployed engineering
• AI engineering services
• AI deployment services
• AI-native development
• Embedded engineering teams

Headquarters

HQ city

Fremont

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Operations, Technology or R&D, Marketing or Sales, Infrastructure

Revenue model

1. Forward-Deployed AI Engineering Services: Plank embeds AI-native engineers, forward-deployed AI engineers, and on-demand QA pods with client teams to build, deploy, and validate production AI. Engineers embed and start the same day, shipping to production within days. The model is vendor-neutral across OpenAI, Anthropic, and open models, with code left in client repositories.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels5 records

Core offering

Plank trains and embeds forward-deployed AI engineers directly into client technical teams to build, deploy, and validate production AI. The company offers three integrated service lines: AI-native full-stack engineers who ship roadmaps including agents, RAG, and LLM workflows; forward-deployed AI engineers (FDEs) who embed with client teams to take AI pilots to production; and on-demand QA pods that test every pull request with AI-augmented review. Plank operates vendor-neutrally across OpenAI, Anthropic, and open models, with all engineers developed through the internal Plank AI Accelerator program.

Product overview

Plank is a professional services company offering forward-deployed AI engineering as a service. The core offering consists of three integrated service lines: Forward-Deployed AI Engineers (FDEs) who embed with client teams to deploy production AI, AI-Native Full-Stack Engineers who build AI products and roadmaps, and On-Demand QA Pods that provide AI-augmented testing on every pull request. All engineers are developed through the Plank AI Accelerator training program, which provides hands-on training in agents, RAG, customer deployment, and modern AI tooling before embedding with client teams. Plank operates vendor-neutrally across OpenAI, Anthropic, and open models, with teams working in-person from Plank centers in San Francisco, Brazil, Spain, and Poland.

Differentiator

Problem solved

Functional benefit

Brands

• Plank AI Accelerator: Internal training program that develops AI-native engineers for production AI work including agents, RAG, customer deployment, and modern AI tooling.
• FDE as a Service

Products and services

• Forward-Deployed AI Engineers (FDE) On-demand forward-deployed AI engineers (FDEs) embedded directly with client technical teams to scope deployments, integrate with systems of record, and take AI pilots to production. Engineers work in co-located pods alongside client teams and start the same day. Targeted at AI companies and growth-stage AI products that need to deploy production AI faster than they can hire.
• AI-Native Full-Stack Engineers AI-native full-stack engineers who ship client roadmaps including agents, RAG, LLM workflows, integrations, and internal tools. Engineers are fluent in the current AI stack and trained in the Plank AI Accelerator program. For AI companies that need engineers able to deliver production AI features end-to-end.
• On-Demand QA Pods On-demand QA engineering pods augmented by AI that test every pull request and return bugs, repro steps, screen recordings, and a clear merge verdict in 24 hours. Real QA engineers work alongside AI tooling to validate AI systems where quality is the #1 deployment barrier.

Quantifiable outcome

• Engineers start same day and ship to production in days, versus 2-4 months for traditional hiring
• +2 more outcomes

Named customers16 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature5 records

Scale indicators3 records

Recent moves5 records

Expansion highlights6 records

Direct peers

• Andela: Andela operates a global marketplace for vetted software engineers, including a growing AI engineering practice, and competes directly with Plank for AI engineering talent and forward-deployed engagements with enterprise and growth-stage customers.
• Turing: Turing provides AI-vetted remote engineering talent to enterprises with a focus on AI/ML skills, directly overlapping with Plank's AI-native engineer offering and customer base of AI-first companies.
• Toptal: Toptal is a top-tier freelance engineering marketplace that has expanded into AI engineering talent; it serves a similar enterprise customer base seeking elite developers and competes with Plank for AI deployment staffing engagements.

Broad incumbents

• Thoughtworks: Thoughtworks is a global technology consultancy with an established AI/ML practice that embeds engineers with enterprise clients, comparable to Plank's FDE model but at much larger scale and across broader technology stacks.
• Globant: Globant is a large IT services and digital transformation firm with a dedicated AI Studio practice, competing for the same enterprise AI deployment engagements Plank targets but with global delivery at much larger scale.
• Accenture: Accenture has built a multi-billion-dollar GenAI practice and competes directly for enterprise AI deployment work; while much broader, it is increasingly offering forward-deployed AI engineering models comparable to Plank's offering.
• Cognizant: Cognizant's AI and Digital Engineering practice embeds engineers with enterprise clients for AI deployment and modernization work, operating at a scale and brand reach that exceeds Plank's but in an overlapping solution category.
• Insight Global: Insight Global is a large IT staffing and professional services firm that places engineers and AI/ML talent with enterprise clients, overlapping with Plank's staffing-style engagements though without Plank's AI-native specialization.
• Booz Allen Hamilton: Booz Allen Hamilton has built a significant AI services practice with forward-deployed engineers across federal and commercial clients, and overlaps with Plank's FDE-as-a-Service model at the enterprise end of the market.

Emerging players

• Upwork: Upwork is a large freelance marketplace increasingly used by AI startups to source AI engineering talent; it overlaps with Plank's customer acquisition motion but lacks Plank's curated AI Accelerator training and pod-based deployment model.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key highlights7 records

Customer concentration

• GitHubgithub.com/joinplank
• LinkedInlinkedin.com/company/planklabs
• Xx.com/JoinPlank

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Plank