Build Your Enterprise AI Engineering Capability:
Hire-Train-Deploy & Corporate Upskilling.
Don't let your organization get trapped in brittle POCs or spend millions on external agencies. We provide Hire-Train-Deploy (HTD) pipelines for Global Capability Centers (GCCs) and In-House Corporate Engineering Residencies that transform internal teams into elite Forward Deployed AI Engineers.
3 High-Impact Enterprise Delivery Models
Whether you need pre-trained Forward Deployed Engineers deployed into your GCC, or want your current developers upskilled inside your private cloud, we offer flexible commercial frameworks.
Hire-Train-Deploy (HTD)
Solve the acute shortage of Forward Deployed AI Engineers without recruitment risk. We source high-aptitude software engineers, train them through our 12-week rigorous FDE residency on the 6-layer Enterprise Knowledge Platform, and deploy them directly into your engineering teams.
Zero upfront recruitment fee — fee billed only upon successful 90-day retention
Customized to your specific internal tech stack, ontologies, and VPC environment
Engineers hit the ground running with production Git repositories and verified appliances
Full IP and code ownership retained by your enterprise from day one
In-House Enterprise Engineering Upskilling
Modernize your existing backend, data engineering, and Java/Python teams into production-grade Forward Deployed AI Engineers. Intensive 6 to 8-week corporate sprints conducted inside your private AWS, GCP, or Azure VPC under strict bilateral NDA.
Hands-on code sprints on your proprietary internal datasets and schemas
Master Docling parsing, Neo4j GraphRAG, LangGraph WAL checkpointers, and Ragas CI gates
Fixed cohort pricing: ₹6,00,000 – ₹8,00,000 per corporate cohort of 15–20 engineers
Dedicated office hours and live architectural defense with Soham Sharma
Executive C-Suite AI Strategy & Governance
For CTOs, Chief Data Officers, General Counsel, and VPs of Engineering. Cut through vendor hype to establish realistic unit economics, EU AI Act / SOC2 compliance, token budgeting, and human-in-the-loop organizational governance.
In-depth unit economics modeling: inference spend, GPU sizing, and vendor ROI
Risk & compliance playbooks: preventing prompt injection, data leaks, and hallucinations
Evaluation frameworks for enterprise AI vendor procurement and RFP scoring
Format: 2-day intensive executive briefings and interactive strategy labs
What Your Technical Engineering Teams Will Master
Hands-on code sprints designed for software engineers, backend developers, and systems architects.
Document Intelligence & Structural Layout Ingestion
Move beyond dumb PDF extractors. Train your team on Docling and Unstructured to reconstruct nested tables, multi-column reading orders, and attach SHA-256 chunk provenance hashes.
Enterprise Knowledge Graphs & Neo4j GraphRAG
Model complex enterprise domains into typed knowledge graphs. Implement Cypher traversals, entity resolution, and temporal validity intervals for multi-hop reasoning.
Hybrid Retrieval Fusion (BM25 + pgvector + RRF + ColBERT)
Architect dual-stream lexical and semantic search pipelines. Merge candidate pools via Reciprocal Rank Fusion (k=60) and filter false positives with sub-50ms neural reranking.
Deterministic Multi-Agent State Machines (LangGraph & MCP)
Stop writing brittle single-prompt chains. Build indestructible cyclic graphs with PostgreSQL Write-Ahead Log checkpoints, human approval gates, and Model Context Protocol servers.
Evidence Assurance & Deterministic Abstention Engines
The zero-unsupported-claim standard. Extract atomic factual claims, verify citations against retrieved spans, and deterministicly reject answers lacking proof.
Production Observability, Prometheus, Grafana & Evals
Deploy full-stack AI telemetry with Prometheus metrics scraping, Grafana dashboards tracking token budgets and TTFT, and automated Ragas CI/CD regression gates.
Request a Corporate Training or HTD Proposal
Our enterprise engagement desk will respond with a tailored syllabus, pricing schedule, and NDA within 24 hours.