EMB Global
Generative AI Solutions

Generative AI,
productized.

We turn generative models into shipping products (content engines, code accelerators, design systems, and synthetic data pipelines) with the governance and observability your enterprise demands.

Talk to a solution architect →See GenAI use cases
60+ GenAI products in productionMulti-LLM readyEU AI Act–aligned
Generative AI prism fountain
Trusted across
BFSIHealthcareRetailManufacturingTelecomEdTechReal EstatePharmaLogisticsGovernmentBFSIHealthcareRetailManufacturingTelecomEdTechReal EstatePharmaLogisticsGovernment
The Problem

Most enterprises are stuck in
GenAI demo-land.

Hundreds of pilots, dozens of demos, very few products in production. The gap isn't model access; it's governance, integration, evaluation, and shipping discipline. The gap between 'cool demo' and 'live for 10,000 employees' is where most projects die.

01
Models are easy, products are hard
Anyone can call an API; few can ship a governed, monitored, evaluated workflow that works for 10,000 employees.
02
Hallucinations kill trust
One bad generation in production undoes a year of credibility. You can't A/B test your way out of a trust problem.
03
Compliance teams say no
They're right to. Most pilots lack data lineage, audit trails, or red-teaming. Governance must be designed in from day one.
04
ROI is invisible
Without evaluation harnesses and outcome metrics, every project becomes a faith-based investment. Boards stop funding them.
Model to production bridge
What We Build

Five categories of gen AI,
all production-grade.

Governed and grounded in your data from day one.

01

Enterprise Content Engines

Marketing pages, product descriptions, regulatory disclosures, multilingual variants, generated, brand-controlled, audited, and shipped to your CMS.

02

Code & Engineering Copilots

Domain-tuned coding assistants: internal SDK aware, security-policy aware, your-style-guide aware. Integrated into IDE, CI, and PR review.

03

Design & Creative Generation

On-brand image, video, and design asset generation. Style-locked. Useful for catalog at scale, A/B creative, social variants.

04

Document Generation

Contracts, RFP responses, regulatory filings, audit reports, sales decks, generated, version-controlled, citation-backed.

05

Synthetic Data Pipelines

Generate privacy-safe synthetic data for testing, training, and edge cases. Especially valuable in BFSI, Energy, and any data-scarce domain.

How We Deliver

Ship, don't pilot.

We bias toward production. Our 4-phase approach is built to put a GenAI product in front of real users within 60 days.

01
1 week

Use Case Filtering

We score candidate use cases on impact, feasibility, and risk. Most teams skip this; it's the #1 reason pilots stall.

02
3-4 weeks

Build & Evaluate

Production-grade build with eval harness from day one. Every release scored on accuracy, safety, latency, cost.

03
2 weeks

Govern & Integrate

PII handling, IP filters, prompt-injection defenses, audit trails, role-based prompt access, observability.

04
Ongoing

Launch & Scale

Phased rollout (internal → pilot users → GA), real-user feedback loops, model swaps as needed.

Industries & Use Cases

Built for your industry.

Generic AI fails fast. Our applications are grounded in the workflows, data, and compliance requirements of each sector we serve.

IndustryUse CasesOutcome
Retail & CPGProduct copy, catalog imagery, multilingual variants, ad creative at scale10x content velocity
BFSICompliance drafting, KYC summaries, advisor co-pilots, sales-pitch generation60% faster content cycles
Energy & UtilitiesCustomer-communication drafting, outage notifications, technical-report generation, RFP responses65% faster content cycles
Travel & HospitalityItinerary copy, listing descriptions, multilingual guest comms, on-brand campaign creative60% faster guest-comms turnaround
Media & PublishingEditorial assistance, summarization, multilingual versioning3x output capacity
EdTechCourse content, assessments, personalized explanations, multilingual delivery5x content velocity
Talk to a solutions architect →
Impact & Outcomes

What enterprise GenAI actually returns.

Drawn from our deployments and verified industry benchmarks.

0×
Content production velocity
0%
Reduction in time-to-first-draft
0%
Lower content production cost
0%+
Brand-compliance score on auto-generated content
0 days
To first GenAI product in production
0%
Audit-trail coverage on regulated outputs
Tech Stack & Trust

Multi-model,
vendor-neutral.

We use what's best for the use case, not what's best for our margin.

SOC 2 Type IIISO 27001EU AI Act–readyGDPR compliant
Foundation ModelsOpenAI, Anthropic, Google, Meta, Mistral, Cohere, Sarvam, Krutrim
OrchestrationLangChain, LlamaIndex, custom pipelines
EvaluationRagas, DeepEval, LangSmith, custom rubrics
GovernancePII guardrails, prompt-injection defense, IP filters, watermarking
Image/VideoStable Diffusion, Flux, Runway, Sora, fine-tuned to brand
ComplianceEU AI Act–aligned, DPDP, GDPR, SOC 2 Type II
Case Study
CASE
Spotlight: Major Retailer

How a major retailer cut product-page production from 4 weeks to 2 days.

We built a content engine for a 50,000-SKU retailer. It generates product descriptions in 6 languages, on-brand, with SEO metadata and category-specific tone. Editorial team approves in bulk; system auto-publishes to the CMS.

10x content velocity6 languages$400K/year saved3% organic traffic lift

Common questions.

RAG grounding + schema-enforced outputs + per-claim citation + a deterministic verifier model that flags unsupported assertions. We don't ship regulated content without these layers.

We use models with commercial-use indemnity (Anthropic, OpenAI, certain open-source). For images, we use enterprise-tier providers and run output through similarity checks against known IP.

Yes. Many of our clients use fine-tuned Llama or Mistral models on their own infra. Our pipelines are model-agnostic.

Layered: input sanitization, system-prompt isolation, output validation, anomaly detection, and human review on high-stakes outputs.

Stop running pilots.
Start shipping products.

Tell us your GenAI ambition. We'll show you the fastest path from idea to live system, with governance built in.

Book an architect call →