§ 01 — COMMERCIAL STRUCTURES rev: 2026.2

Transparent, Outcome-Focused Model

We reject hidden tuition markups, predatory lock-ins, and ambiguous hourly billing. Explore how we structure apprentice pathways, startup co-development equity tracks, and enterprise AI sprints.

§ 03 — THE VENTURE & ACADEMY FLYWHEEL

Software We Build in Production Informs What We Teach

At DBERT, we build and operate production AI software before teaching it. Because our engineering team ships live products (such as DBERT Chat and Document AI) and incubates tech ventures, our educational programs focus purely on hands-on production code, pull-request reviews, and real-world deployment architectures.

§ COLLABORATIVE ECOSYSTEM

100% Remote, Live Git Repositories

All cohort members collaborate via remote pull requests, CI/CD pipelines, and dedicated sprint reviews. Top performers can advance into live client squad sprints without recruitment middleman barriers.

§ 04 — UPSKILLING ACADEMY TRACKS

Industrial Training Program Tracks

Transparent fee schedules with 7-day unconditional refund guarantees.

Beginners & Career Switchers

DBERT Launchpad

Curriculum & Track Intake
Duration: 2 Months (8 Sprints)

Master Python fundamentals, Git collaboration, Linux terminal commands, and containerized local LLM tool chains.

Request Track Curriculum →
Intermediate Developers & Students

DBERT Accelerate

Curriculum & Track Intake
Duration: 2 Months (8 Sprints)

Build and deploy 3 production AI agent workflows, pgvector semantic indexing, live REST API backends, and earn verifiable certs.

Apply for Accelerate →
High-performing Contributors

DBERT Fellowship

Selective Stipend Cohort
Duration: 3 Months (Sprints)

Work directly on live client codebases under senior venture architects, submit evaluated PRs, and gain verifiable experience.

Apply for Fellowship →
§ 05 — STARTUP INCUBATION & EQUITY TRACKS

Venture Studio & Enterprise AI Engagement Structures

We align incentives directly with your long-term success. Rather than charging speculative hourly agency retainers, we work through dedicated co-development sprints and transparent equity agreements.

§ VENTURE CO-BUILD

Services-Against-Equity Incubation

2% – 8% Milestone-Linked Equity

For qualifying early-stage AI startups, we code and launch resilient production MVPs under an aligned equity exchange—bypassing cash-burn barriers and providing architecture reviews.

  • Dedicated full-stack AI engineering squad
  • Zero out-of-pocket development retainers
  • Structured 90-day build to market deployment
§ ENTERPRISE SPRINTS

Custom AI Architecture Engagements

Milestone / Scope Retainer

For established organizations requiring isolated technical infrastructure upgrades, we deploy concentrated feature sprints with full IP transfer and strict NDA compliance.

  • Private VPC deployment (AWS, GCP, or on-prem)
  • Localized open-weights serving via vLLM & Ollama
  • Vector database clustering and retrieval pipelines
  • Deterministic JSON extraction and validation
§ 06 — COMMERCIAL FAQ KNOWLEDGE BASE

Frequently Asked Commercial Questions

Full clarity on tuition, EMIs, equity structures, and compute grants.

Traditional IT bootcamps rely on aggressive external marketing budgets, costly third-party recruiters, or exploitative Income Share Agreements (ISAs) that take up to 15% of your future salary for years. Because DBERT operates an active engineering venture studio and internal software laboratory, our training academy functions primarily as our internal talent incubator. We pass these operational efficiencies directly to learners through affordable, transparent flat-rate course fees with zero future salary encumbrance.

For qualified pre-seed tech founders, paying ₹10,00,000 to an outsourcing development agency typically drains their operating runway before reaching market validation. Instead, DBERT executes a bilateral co-development agreement: we commit a dedicated senior AI engineering squad, provision private cloud GPU architecture, and build your production MVP over a 90-day sprint in exchange for a modest milestone-linked corporate equity stake typically ranging between 2% and 8%.

We maintain an unconditional 7-day initial transparent evaluation window. If within the first 7 calendar days of starting a DBERT Launchpad or Accelerate cohort you determine that the intensive terminal engineering curriculum does not fit your learning style, you may request and receive a full 100% refund of your course fees without interrogation.

Yes. While active portfolio startups operate under equity co-development, mature enterprises and non-incubated companies can engage our artificial intelligence researchers for targeted architectural audits, custom Llama/Qwen model quantization, pgvector RAG indexing, and high-availability AWS/RunPod infrastructure deployments via structured flat-fee commercial retainers.

Every financial transaction executed with DBERT Labs includes statutory GST compliance invoicing, formal MSME verified vendor onboarding documentation, and electronic expense registers suitable for corporate tuition reimbursement audits and institutional due diligence data rooms.

§ 07 — RELATED RESOURCES

Explore Venture & Legal Frameworks

Access our open-source India term sheets, statutory legal docs, and compute grant terms.

Annotated Term Sheets

Inspect standardized venture co-development term sheet templates with clause annotations.

View Term Sheets →

Funding & Equity

Discover how our co-development model helps founders reach market validation with zero agency debt.

View Funding →

Legal & IP Compliance

Review incorporation support, intellectual property assignments, and compliance guidelines.

View Legal Details →
§ 08 — START YOUR JOURNEY

Ready to Build With DBERT?

Whether applying for our hands-on engineering programs or exploring incubation co-development for your startup, our team is ready to connect.

Chat with Us