Viventa · AI Transformation for Life Sciences · 2026

The AI transformation partner for life sciences.

Advisory, development & integration, and managed services built end-to-end for pharma and biotech. We design the agent workflow, ship it inside your perimeter, and run it under GxP-grade governance.

See the three stages Read the thesis

Operating model

One vertical team across advise · build · run. Same accountability from boardroom to production.

Why now the market context

$200B+

Forecast enterprise spend across AI transformation services by 2030. (Nasscom / McKinsey)

~95%

Of enterprise GenAI pilots fail to reach production. The gap is integration and governance not models.

200+

FDA promotion enforcement letters issued in 2025 the highest in ~25 years. Governance is structural.

50–65%

Reported reduction in regulatory submission timelines from AI automation across leading programs.

The transformation map

Three stages of enterprise AI transformation one partner across all of them.

Most providers pick a lane: a consultancy with no shipped agents, a systems integrator with no strategy, an MSP with no domain. Viventa runs all three stages on a single vertical team.

Stage 01

Advisory

AI strategy & opportunity mapping

·Use-case identification
·Agent workflow design
·Process engineering
·Value-at-stake modeling

Stage 02

Development & integration

Architecture & model orchestration

·Retrieval-augmented generation (RAG) agent core
·Multi-agent orchestration systems
·Domain-tuned model selection

Data for AI services

·Data architecture for agents
·Data connectivity & workflow enablement
·RAG & semantic retrieval services
·Unstructured data activation

Agent development

·Persona-driven agent build
·Fine-tuning on proprietary evidence
·Evaluation & red-teaming

Stage 03

Managed services

Deployment, ops & monitoring

·Performance monitoring
·Learning & feedback services
·Drift detection

AI security

·Zero-trust agent access controls
·Prompt injection defense
·Agent behavior constraints

Responsible AI & governance

·Trust & compliance
·Human in the loop
·Escalation management

Stages and categories of enterprise AI transformation, by Viventa service offering.

Operating principles

What makes a real transformation partner.

The market is full of pilots that die in PowerPoint. We are built for the workloads that move from a regulated science team into a production agent and stay there.

Vertical, not horizontal

Generalist consultancies bolt AI onto slide decks. We are built end-to-end for the life-sciences value chain regulated data, evidence provenance, MLR.

Build and run

We don't hand you a strategy and disappear. The same team that maps the opportunity ships the agents and operates them in production.

Governance as architecture

Lineage, human-in-the-loop, and zero-trust access aren't bolt-ons. They are properties of the platform, designed against the post-2025 enforcement regime.

Sovereign by default

Your evidence, your perimeter, your models. Deploy inside your VPC or sovereign cloud. No data leaves your control.

Bring us a workload, not a workshop.

A congress to cover. A regulatory submission to compress. A medical-information backlog to clear. We'll scope the agent, ship it inside your perimeter, and operate it under your governance.

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