Where High-Stakes Knowledge Meets Enterprise Scale
We are a specialized delivery partner engineered for global publishers, EdTech enterprises, and AI labs. We bridge the gap between academic depth and industrial execution.
Our Mission
To be the trusted delivery backbone for global EdTech, publishing, and AI enterprises by delivering SLA-backed, zero-defect knowledge services that scale effortlessly.
Our Vision
To set the gold standard in institutional outsourcing—where high-stakes human domain expertise and modern AI data pipelines converge with complete transparency.
Where High-Stakes Knowledge Work Happens
An inside look at our 3 specialized delivery divisions powering enterprise assessment authoring, frontier AI evaluation, and digital accessibility compliance.
STEM Assessment & Curriculum Authoring Hub
Subject matter experts authoring rigorous question banks, step-by-step calculus proofs, and Bloom's Taxonomy-aligned item pools with full LaTeX and MathML rendering.
Frontier AI & LLM Reasoning Evaluation Lab
PhD researchers executing multi-turn prompt engineering, chain-of-thought verification, and RLHF human preference ranking in secure, air-gapped evaluation environments.
Digital Accessibility & WCAG Engineering Lab
Accessibility engineers performing dual-screen screen reader audits, complex MathML formula remediation, and VPAT 2.5 compliance certification under WCAG 2.2 AA.
Governance & Bilateral Safeguards
How we eliminate unauthorized subcontracting, model hallucinations, and IP leaks through rigorous sovereign Indian delivery.
Bilateral Calibration
Every engagement starts with a 10–50 item calibration pilot to align rubrics, distractor depth, and error tolerances under bilateral NDA before volume scaling.
Air-Gapped IP Vault
Workstations operate under strict air-gapped data protocols. Client curriculum and proprietary datasets are never fed into external public models.
4-Stage FMS Vetting
350+ SMEs undergo rigorous credential checks (PAN/Aadhaar identity verification, degree authentication, and domain blind tests) via our proprietary FMS.
DGFT Export Compliance
Operating under official Indian DGFT export license (IEC ETIPS9468) and GSTIN registration with full legal recourse, formal invoicing, and cross-border bank settlement.
Key Milestones
Founded
Endeavor Academy established to bridge quality and scaling gaps in global knowledge outsourcing.
First Enterprise Rollout
Delivered curriculum content for a major US-based EdTech platform.
Accessibility Practice
Launched dedicated WCAG 2.1 AA digital remediation and audit services.
AI Data Annotation Lab
Expanded into high-precision STEM annotation and LLM reasoning benchmarks.
Global Enterprise Expansion
Scaled delivery operations to serve leading publishers across North America, the UK, and Europe.
350+ SME Capacity
Built an institutional network of verified domain specialists across 180+ languages.
Corporate Credentials & Operations
Endeavor Academy operates as an accredited Indian export entity serving global education leaders, publishing houses, and AI technology firms.
DGFT & Tax Registrations
Vetted SME Network & FMS
Our dedicated Freelancer Management System (FMS) manages over 350+ PhD/STEM domain experts and native linguists across 180+ languages with full KYC, PAN/Aadhaar verification, and bilateral NDAs.
Model B & Model A
Choose between Model B Turnkey Deliverables (end-to-end question banking and remediation delivered in-house) or Model A Managed SME Capacity (dedicated experts deployed directly onto your LMS/portal).