Jan 29, 2025
DeepSeek vs. GPT-4: Why Model-Agnostic AI Matters for Enterprise AI
The emergence of DeepSeek signals an important change in how enterprises should think about model lock-in.
Read more01 / GEN AI LAB · Flagship Platform
Build, Govern, Deploy & Scale Generative AI.
GEN8 simplifies AI adoption, accelerates implementation, and scales effortlessly — ensuring a smooth transition from assessment to deployment. The full-stack Generative AI platform engineered for performance, governance and scale.
8
Pillars · Power of 8
10×
Faster time-to-PoC
60%
Lower operating cost
Trusted by forward-looking enterprises
Feder8Data NectarMPPEleicsCizoRidgeant
§ 02 · GEN8 AI Lab
Making sense of Generative AI for business.
GEN8 is a Generative AI accelerator framework designed to tap into the insights residing in your structured and unstructured business data — and put them in the hands of your employees, exactly when they need them, in a governed and scalable way.
At its core, GEN8 helps organisations build enterprise knowledgebases with capabilities of insight extraction and content creation — across regulated, mission-critical workflows.
§ 03 · Two surfaces, one platform
GEN8 Studio & GEN8 Workspace.
A design surface for AI builders. A secure consumption layer for business users. One governance fabric across both.
GEN8 Studio
The flexible AI platform engineered for performance and scalability. Use-case driven design, built-in AIOps, prompt engineering, evaluation and one-click deployment.
- Use-case templates & accelerators
- Prompt Ops + evaluation harness
- Agent builder with MCP support
- Built-in observability & traceability
GEN8 Workspace
Secure, branded consumption layer where business users interact with deployed use-cases and agents — with G-Fence enforcing policy on every conversation.
- Branded multi-tenant UI
- SSO, role-based access, audit
- Threaded chat & document grounding
- PII redaction & policy enforcement
Faster Time to Production
LLM Agnostic
Private Cloud Deployment
Governed & Compliant
Generative BI Reports
Content Collaboration
Search, Summarisation, and Content Creation
Human in the Loop (Feedback)
Text and Voice Prompts
WorkspaceTraceability
Compliance & AI Governance
Observability
LLM and Prompt Management
Built in Connectors
AI Agent Integration (BYO Agents)
Analytics
User and Use-case Management
StudioGEN8 Studio & Workspace — unified capability model
§ 04 · Unified AgentOps
One hosting layer for every agent.
A unified hosting and AgentOps layer that enables seamless integration of MCP servers, third-party agents and custom-built agents into enterprise workflows. The framework supports multi-agent collaboration, secure deployment, lifecycle automation and interoperability across platforms — accelerating the path from proof of concept to production.
MCP server hosting
Third-party agent registry
Custom agent runtime
Multi-agent orchestration
Lifecycle automation
Cross-platform interoperability
AgentOps fabric — orchestrate MCP, BYO and partner agents under one policy plane.
§ 05 · GEN8 Studio · Capabilities
Leverage the latest in Generative AI.
The flexible AI platform engineered for performance and scalability — with security, compliance and observability built in.
G-Fence Guardrails
Monitors inputs and outputs to enforce policies, block PII disclosure and undesired conversations — aligned with GDPR and your business governance.
Data Lineage & Approvals
Track ownership, sensitivity, lineage, quality, origins, approvals, scoring and validations across every use-case.
AI Observability
Full visibility into AI operations — data flows, model behaviour, latency, cost and quality — debugged in real time.
Custom Agents
Build your own agents that interact with your data and act across systems — secure data handling, governance at the core.
Enterprise Knowledgebase
Unified retrieval over docs, drawings, contracts and databases — grounded answers with hybrid semantic + lexical search.
Prompt Studio
Author, version, evaluate and ship prompts with model-specific tuning, regression tests and A/B comparisons.
§ 06 · AI That Works For You
Simplify processes. Accelerate outcomes. Scale effortlessly.
01 / 03
Build
With use-case driven design and built-in AI Ops, connect with business data and build generative AI use-cases ready to be securely deployed across business functions.
02 / 03
Govern
GEN8 ensures compliance with GDPR, emerging AI regulations and your internal business policies — making AI both powerful and responsible.
03 / 03
Deploy & Scale
Validate, fine-tune and deploy AI use-cases across the organisation with a scalable framework on SaaS, private cloud or hybrid environments.
§ 07 · Power of 8
Enterprise GEN AI, made easy.
Eight foundational pillars that make GEN8 the operating layer for enterprise AI.
01
Cloud Agnostic
A flexible cloud setup that connects easily with your existing infrastructure — secure, scalable AI on AWS, Azure, GCP or private cloud.
02
LLM Agnostic
A secure, adaptable AI model framework — pick the best model per use-case from OpenAI, Anthropic, Gemini, Mistral, Llama, DeepSeek or BYO.
03
BYO Agent
Create, host and deploy your own AI agents — tailored to your workflows, your enterprise data and native MCP support.
04
Prompt Ops
A built-in prompt engine fine-tuned for each AI model — making interactions smoother, cheaper and more effective.
05
Enterprise Console
A single dashboard to manage AI use-cases, user access, performance tracking and deployments across the business.
06
Observability
Clear insights into AI performance with real-time monitoring, token & cost tracking and proactive issue detection.
07
Traceability
Track every AI decision and source for full transparency — answer with citations, prove compliance on demand.
08
Governed & Compliant
Keep AI secure and aligned with GDPR, AI regulations and your internal policies — reducing risk and maintaining control.
§ 07.5 · Inside the platform
A look at GEN8 in action.
From the operator dashboard to the analyst's workspace — every surface in GEN8 is designed for clarity, control and traceable outcomes.
DashboardChatUse CasesDrawEXShare
app.gen8i.com / dashboard
● live
02Chat
Cited Q&A
Compare vendors, surface terms and ground every answer in source documents with confidence scoring.
03Studio
Use Case Management
Author, version and monitor maturity of every AI use-case across the enterprise.
04Analyze
Data → Charts
Turn unstructured filings into structured visuals — operating profit vs. net income, year over year.
05Extract
Structured Extraction
Pull tables, financial KPIs and commentary directly from annual reports and decks.
06Engineering
DrawEX — Drawing Intelligence
AI-powered engineering drawing analysis with compliance checklists and BOM extraction.
07Collaborate
Share & Collaborate
Share insights via email, capture comments and route to the right reviewers — all auditable.
§ 08 · Use cases
Where teams deploy GEN8.
01
Enterprise Knowledge Assistant
Federated, cited answers across SharePoint, SAP, project systems and engineering archives — grounded in your standards.
02
Pharma & Life Sciences
Adverse-event analysis, drug literature review, GMP / FDA compliance copilots over your regulatory corpus.
03
Contract & Tender Intelligence
Read, compare and summarize contracts, RFPs and tender packages — with risk and obligation extraction.
04
Engineering Co-pilot
Search drawings, specs and standards; auto-generate compliance reports, submittals and validation packages.
05
Internal Department Copilots
HR, IT, finance and legal copilots powered by your policies, SOPs and historic decisions — deployed in the Workspace.
06
Analyst Acceleration
Turn unstructured documents into structured KPIs, dashboards and decisions — with traceable sources.
§ 09 · In conversation
Hello, Gen8 :)
GEN8 grounds every answer in your enterprise data — with citations, policy enforcement and full traceability. Below is a sample interaction with a Pharma knowledge agent.
Cited answersPII redactionPolicy enforcementTool callingSource trace
What are the factors contributing to adverse events reported for a drug?
Sure — can you let me know the specific drug name?
amoxicillin
Based on internal pharmacovigilance reports and the linked FAERS extract, the top contributing factors are: dosing errors, allergic predisposition, drug interactions (esp. methotrexate) and renal impairment.
Sources: PV-2024-AMX-017, FAERS-Q3-extract
§ 10 · Integrations
Connects to the systems you already run.
Native, pre-built connectors for enterprise data, identity and operational platforms.
SAPSalesforceServiceNowSharePointMicrosoft 365Google WorkspaceProjectWiseAconexSnowflakeDatabricksSlackTeamsConfluenceJiraOktaEntra IDOpenAIAnthropicGeminiMistralLlamaDeepSeek
§ 11 · Specs
Enterprise-grade by default.
DeploymentSaaS · Private cloud · On-prem
CloudAWS · Azure · GCP · BYO
ModelsOpenAI · Anthropic · Gemini · Mistral · Llama · DeepSeek · BYO
AgentsNative MCP · BYO agents · 3rd-party frameworks
IdentitySSO (SAML / OIDC) · SCIM provisioning
GovernanceG-Fence · PII redaction · lineage · audit logs
ComplianceGDPR · SOC2-aligned · HIPAA-ready · ISO 27001 path
Data residencyEU · US · UAE · India · APAC
Training policyYour data never trains foundation models
SLA99.9% with 24/7 enterprise support
§ 12 · From the blog
Latest thinking.
Jan 17, 2025
Agentic AI: Transforming Enterprise Decisions with Autonomous Agents
Workflows limited by traditional automation tools are giving way to autonomous, decision-capable agents.
Read more Jan 17, 2025
Agentic AI: Transforming Decision-Making in Data-Driven Industries
With ever-increasing data volumes, agentic AI is reshaping how data-driven industries make decisions.
Read more§ 13 · FAQ
Frequently asked questions.
What is the GEN8 Platform?+
GEN8 is a generative AI accelerator framework designed for businesses to tap into insights residing in unstructured and structured business data — and put them in the hands of employees when they need them, in a governed and scalable way. GEN8's use-case driven design helps organisations experiment, validate and scale faster with generative AI across functions.
What are the system requirements?+
GEN8 is a web-based, secured and managed solution that doesn't require specific system requirements on the cloud side except high-speed secured internet. For private cloud deployment, the GEN8 team assesses business requirements and technical infrastructure before recommending.
Where is GEN8 hosted?+
GEN8 delivered through SaaS is hosted and managed by GEN8 Intelligence Pvt. Ltd. It can also be hosted on private cloud with enterprise-grade security provisions.
How do users sign up?+
An administrator account is set up by the GEN8 account manager. All employees within the business are added to GEN8 by the administrator. Upon being added, users receive email notification on their business ID to set up their password and log in.
How scalable is GEN8?+
With its cloud architecture, GEN8 offers high scalability across concurrent users and use-cases per enterprise need. The architecture is designed for geo-redundancy and high availability.
Does our data train any foundation models?+
No. GEN8 is contractually and architecturally configured so your prompts and documents are never used to train any third-party model.
Can we bring our own models, agents and keys?+
Yes. GEN8 is LLM-agnostic and agent-agnostic. Bring your own keys for OpenAI, Anthropic, Google, Azure OpenAI — self-host open-source models — and plug in MCP servers or custom agents into Unified AgentOps.
Need more details?
Accelerate growth with GEN8's full-stack Generative AI platform.
Our team is here to help you explore how GEN8 fits into your business.