Scientific Foundations
Scientific Foundations

At the foundation, AutoBio structures how biology and evidence are understood—establishing a scientific backbone that anchors all downstream work. From mechanism to emerging data, workflows translate complex science into precise, durable narratives that remain credible as evidence evolves.

New

2400

Credits

Scientific Narrative Inventory

2 Agents

Claim Alignment & Traceability

2 Agents

Language & Terminology Harmonizer

1 Agents

Update Detection & Impact Assessment

1 Agents

Governance & Version Control Optimizer

1 Agents

Living Competitive Study Comparison

New

2400

Credits

Scientific Narrative Inventory

2 Agents

Claim Alignment & Traceability

2 Agents

Language & Terminology Harmonizer

1 Agents

Update Detection & Impact Assessment

1 Agents

Governance & Version Control Optimizer

1 Agents

Living Competitive Study Comparison

New

2800

Credits

Scientific Evidence Aggregator

2 Agents

Mechanism & Biology Synthesizer

2 Agents

Scientific Narrative Architect

1 Agents

Claim Substantiation & Guardrails

1 Agents

Consistency & Reuse Optimizer

1 Agents

Core Scientific Narratives and Frameworks

New

2800

Credits

Scientific Evidence Aggregator

2 Agents

Mechanism & Biology Synthesizer

2 Agents

Scientific Narrative Architect

1 Agents

Claim Substantiation & Guardrails

1 Agents

Consistency & Reuse Optimizer

1 Agents

Core Scientific Narratives and Frameworks

New

2700

Credits

Mechanistic Evidence Aggregator

2 Agents

Pathway & Target Synthesizer

2 Agents

MoA Narrative Structurer

1 Agents

Mechanism Claim Substantiation

1 Agents

MoA Consistency & Reuse Optimizer

1 Agents

Mechanism of Action Storytelling

New

2700

Credits

Mechanistic Evidence Aggregator

2 Agents

Pathway & Target Synthesizer

2 Agents

MoA Narrative Structurer

1 Agents

Mechanism Claim Substantiation

1 Agents

MoA Consistency & Reuse Optimizer

1 Agents

Mechanism of Action Storytelling

New

2600

Credits

Disease Evidence Aggregator

2 Agents

Pathophysiology & Biology Synthesizer

2 Agents

Epidemiology & Burden Analyst

1 Agents

Treatment Landscape Mapper

1 Agents

Landscape Structuring & Reuse Optimizer

1 Agents

Disease Landscape Mapping

New

2600

Credits

Disease Evidence Aggregator

2 Agents

Pathophysiology & Biology Synthesizer

2 Agents

Epidemiology & Burden Analyst

1 Agents

Treatment Landscape Mapper

1 Agents

Landscape Structuring & Reuse Optimizer

1 Agents

Disease Landscape Mapping

New

2650

Credits

Data Source Aggregator

2 Agents

Cross-Study Synthesis

2 Agents

Scientific Interpretation Structurer

1 Agents

Competitive & Contextual Benchmarking

1 Agents

Interpretation Consistency & Reuse Optimizer

1 Agents

Data Interpretation and Scientific Contextualization

New

2650

Credits

Data Source Aggregator

2 Agents

Cross-Study Synthesis

2 Agents

Scientific Interpretation Structurer

1 Agents

Competitive & Contextual Benchmarking

1 Agents

Interpretation Consistency & Reuse Optimizer

1 Agents

Data Interpretation and Scientific Contextualization

In Development

2600

Credits

Publication & Congress Evidence Aggregator

2 Agents

Scientific Platform Architect

2 Agents

Publication Narrative Structurer

1 Agents

Congress Storytelling Adapter

1 Agents

Platform Consistency & Reuse Optimizer

1 Agents

Scientific Platforms for Publications and Congresses

In Development

2600

Credits

Publication & Congress Evidence Aggregator

2 Agents

Scientific Platform Architect

2 Agents

Publication Narrative Structurer

1 Agents

Congress Storytelling Adapter

1 Agents

Platform Consistency & Reuse Optimizer

1 Agents

Scientific Platforms for Publications and Congresses

New

2400

Credits

Scientific Narrative Inventory

2 Agents

Claim Alignment & Traceability

2 Agents

Language & Terminology Harmonizer

1 Agents

Update Detection & Impact Assessment

1 Agents

Governance & Version Control Optimizer

1 Agents

Living Competitive Study Comparison

Maintain a continuously updated, evidence-grounded comparison of competitor studies across all phases—integrating on-label data for approved products with emerging clinical trial evidence to support disciplined, non-promotional competitive awareness.

New

2800

Credits

Scientific Evidence Aggregator

2 Agents

Mechanism & Biology Synthesizer

2 Agents

Scientific Narrative Architect

1 Agents

Claim Substantiation & Guardrails

1 Agents

Consistency & Reuse Optimizer

1 Agents

Core Scientific Narratives and Frameworks

Establish a unified scientific story that anchors all downstream medical communications.

New

2700

Credits

Mechanistic Evidence Aggregator

2 Agents

Pathway & Target Synthesizer

2 Agents

MoA Narrative Structurer

1 Agents

Mechanism Claim Substantiation

1 Agents

MoA Consistency & Reuse Optimizer

1 Agents

Mechanism of Action Storytelling

Translate complex biology into clear, defensible explanations of how the science works.

New

2600

Credits

Disease Evidence Aggregator

2 Agents

Pathophysiology & Biology Synthesizer

2 Agents

Epidemiology & Burden Analyst

1 Agents

Treatment Landscape Mapper

1 Agents

Landscape Structuring & Reuse Optimizer

1 Agents

Disease Landscape Mapping

Create a shared scientific understanding of disease biology and unmet need.

New

2650

Credits

Data Source Aggregator

2 Agents

Cross-Study Synthesis

2 Agents

Scientific Interpretation Structurer

1 Agents

Competitive & Contextual Benchmarking

1 Agents

Interpretation Consistency & Reuse Optimizer

1 Agents

Data Interpretation and Scientific Contextualization

Apply disciplined scientific interpretation to data across heterogeneous sources.

In Development

2600

Credits

Publication & Congress Evidence Aggregator

2 Agents

Scientific Platform Architect

2 Agents

Publication Narrative Structurer

1 Agents

Congress Storytelling Adapter

1 Agents

Platform Consistency & Reuse Optimizer

1 Agents

Scientific Platforms for Publications and Congresses

Develop reusable scientific platforms that scale across publication and congress activity.

Pipeline & Asset Storytelling
Pipeline & Asset Storytelling

AutoBio organizes complex R&D portfolios into clear, navigable pipeline structures that reflect scientific maturity, priority, and risk. From early programs to late-stage assets, workflows ensure pipeline stories remain coherent, consistent, and aligned as data and strategy change.

New

2600

Credits

Pipeline Data Aggregator

2 Agents

Asset Maturity & Risk Classifier

2 Agents

Pipeline Hierarchy Architect

1 Agents

Pipeline Narrative Structurer

1 Agents

Pipeline Evolution & Consistency Optimizer

1 Agents

Pipeline Narratives and Hierarchies

New

2600

Credits

Pipeline Data Aggregator

2 Agents

Asset Maturity & Risk Classifier

2 Agents

Pipeline Hierarchy Architect

1 Agents

Pipeline Narrative Structurer

1 Agents

Pipeline Evolution & Consistency Optimizer

1 Agents

Pipeline Narratives and Hierarchies

New

2550

Credits

Asset Evidence & Context Aggregator

2 Agents

Development Stage & Readiness Classifier

2 Agents

Promise–Risk Framing Engine

1 Agents

Asset Differentiation Structurer

1 Agents

Positioning Evolution & Versioning Optimizer

1 Agents

Asset Positioning Across Development Stages

New

2550

Credits

Asset Evidence & Context Aggregator

2 Agents

Development Stage & Readiness Classifier

2 Agents

Promise–Risk Framing Engine

1 Agents

Asset Differentiation Structurer

1 Agents

Positioning Evolution & Versioning Optimizer

1 Agents

Asset Positioning Across Development Stages

New

2600

Credits

Preclinical Evidence & Hypothesis Aggregator

2 Agents

Translational Relevance Synthesizer

2 Agents

Clinical Rationale Structurer

1 Agents

Claim Calibration & Risk Assessor

1 Agents

Transition Alignment & Reuse Optimizer

1 Agents

Scientific-to-Clinical Transition Messaging

New

2600

Credits

Preclinical Evidence & Hypothesis Aggregator

2 Agents

Translational Relevance Synthesizer

2 Agents

Clinical Rationale Structurer

1 Agents

Claim Calibration & Risk Assessor

1 Agents

Transition Alignment & Reuse Optimizer

1 Agents

Scientific-to-Clinical Transition Messaging

New

2600

Credits

Portfolio Narrative Input Aggregator

2 Agents

Portfolio Theme & Signal Synthesizer

2 Agents

Stakeholder Framing Architect

1 Agents

Portfolio Narrative Adapter

1 Agents

Portfolio Consistency & Evolution Optimizer

1 Agents

Portfolio-Level Storytelling for Stakeholders

New

2600

Credits

Portfolio Narrative Input Aggregator

2 Agents

Portfolio Theme & Signal Synthesizer

2 Agents

Stakeholder Framing Architect

1 Agents

Portfolio Narrative Adapter

1 Agents

Portfolio Consistency & Evolution Optimizer

1 Agents

Portfolio-Level Storytelling for Stakeholders

In Development

2600

Credits

Indication Evidence & Context Aggregator

2 Agents

Indication Feasibility & Readiness Classifier

2 Agents

Expansion Sequencing Architect

1 Agents

Scientific Rationale & Differentiation Framer

1 Agents

Expansion Credibility & Timing Optimizer

1 Agents

Indication and Expansion Framing

In Development

2600

Credits

Indication Evidence & Context Aggregator

2 Agents

Indication Feasibility & Readiness Classifier

2 Agents

Expansion Sequencing Architect

1 Agents

Scientific Rationale & Differentiation Framer

1 Agents

Expansion Credibility & Timing Optimizer

1 Agents

Indication and Expansion Framing

In Development

2400

Credits

Pipeline Narrative Inventory

2 Agents

Pipeline Claim & Language Alignment

2 Agents

Update Detection & Impact Propagation

1 Agents

Narrative Propagation & Synchronization

1 Agents

Longitudinal Coherence & Audit Optimizer

1 Agents

Consistency Across Pipeline Communications

In Development

2400

Credits

Pipeline Narrative Inventory

2 Agents

Pipeline Claim & Language Alignment

2 Agents

Update Detection & Impact Propagation

1 Agents

Narrative Propagation & Synchronization

1 Agents

Longitudinal Coherence & Audit Optimizer

1 Agents

Consistency Across Pipeline Communications

New

2600

Credits

Pipeline Data Aggregator

2 Agents

Asset Maturity & Risk Classifier

2 Agents

Pipeline Hierarchy Architect

1 Agents

Pipeline Narrative Structurer

1 Agents

Pipeline Evolution & Consistency Optimizer

1 Agents

Pipeline Narratives and Hierarchies

Clarify how programs relate, prioritize, and ladder together across the full R&D portfolio.

New

2550

Credits

Asset Evidence & Context Aggregator

2 Agents

Development Stage & Readiness Classifier

2 Agents

Promise–Risk Framing Engine

1 Agents

Asset Differentiation Structurer

1 Agents

Positioning Evolution & Versioning Optimizer

1 Agents

Asset Positioning Across Development Stages

Position individual assets appropriately as they move from early science to late-stage differentiation.

New

2600

Credits

Preclinical Evidence & Hypothesis Aggregator

2 Agents

Translational Relevance Synthesizer

2 Agents

Clinical Rationale Structurer

1 Agents

Claim Calibration & Risk Assessor

1 Agents

Transition Alignment & Reuse Optimizer

1 Agents

Scientific-to-Clinical Transition Messaging

Translate mechanistic promise into clinically meaningful rationale as programs enter the clinic.

New

2600

Credits

Portfolio Narrative Input Aggregator

2 Agents

Portfolio Theme & Signal Synthesizer

2 Agents

Stakeholder Framing Architect

1 Agents

Portfolio Narrative Adapter

1 Agents

Portfolio Consistency & Evolution Optimizer

1 Agents

Portfolio-Level Storytelling for Stakeholders

Shape a coherent portfolio story tailored to investors, partners, and internal decision-makers.

In Development

2600

Credits

Indication Evidence & Context Aggregator

2 Agents

Indication Feasibility & Readiness Classifier

2 Agents

Expansion Sequencing Architect

1 Agents

Scientific Rationale & Differentiation Framer

1 Agents

Expansion Credibility & Timing Optimizer

1 Agents

Indication and Expansion Framing

Articulate how indications, line extensions, and lifecycle opportunities fit into the broader strategy.

In Development

2400

Credits

Pipeline Narrative Inventory

2 Agents

Pipeline Claim & Language Alignment

2 Agents

Update Detection & Impact Propagation

1 Agents

Narrative Propagation & Synchronization

1 Agents

Longitudinal Coherence & Audit Optimizer

1 Agents

Consistency Across Pipeline Communications

Maintain alignment across decks, disclosures, publications, and external-facing materials over time.

Product & Clinical Positioning
Product & Clinical Positioning

AutoBio connects data, differentiation, and clinical intent into structured product narratives that scale across teams and materials. From value proposition to lifecycle evolution, workflows keep product stories evidence-based, consistent, and adaptable over time.

New

2600

Credits

Product Evidence & Context Aggregator

2 Agents

Medical Value Synthesis Engine

2 Agents

Scientific Positioning Architect

1 Agents

Differentiation & Claim Calibration Engine

1 Agents

Narrative Versioning & Consistency Optimizer

1 Agents

Product Narrative & Messaging Architecture

New

2600

Credits

Product Evidence & Context Aggregator

2 Agents

Medical Value Synthesis Engine

2 Agents

Scientific Positioning Architect

1 Agents

Differentiation & Claim Calibration Engine

1 Agents

Narrative Versioning & Consistency Optimizer

1 Agents

Product Narrative & Messaging Architecture

In Development

Credits

Comparative Evidence Aggregator

2 Agents

Standards-of-Care Benchmark Synthesizer

2 Agents

Differentiation Framework Architect

1 Agents

Claim Substantiation & Risk Assessment

1 Agents

Positioning Evolution & Consistency Optimizer

1 Agents

Clinical Differentiation and Positioning

In Development

Credits

Comparative Evidence Aggregator

2 Agents

Standards-of-Care Benchmark Synthesizer

2 Agents

Differentiation Framework Architect

1 Agents

Claim Substantiation & Risk Assessment

1 Agents

Positioning Evolution & Consistency Optimizer

1 Agents

Clinical Differentiation and Positioning

In Development

2600

Credits

Indication & Guideline Evidence Aggregator

2 Agents

Disease Progression & Treatment Paradigm Mapper

2 Agents

Line-of-Therapy Placement Architect

1 Agents

Claim Calibration & Clinical Reality Assessor

1 Agents

Placement Evolution & Consistency Optimizer

1 Agents

Indication and Line-of-Therapy Framing

In Development

2600

Credits

Indication & Guideline Evidence Aggregator

2 Agents

Disease Progression & Treatment Paradigm Mapper

2 Agents

Line-of-Therapy Placement Architect

1 Agents

Claim Calibration & Clinical Reality Assessor

1 Agents

Placement Evolution & Consistency Optimizer

1 Agents

Indication and Line-of-Therapy Framing

New

2250

Credits

Clinical Data & Trial Design Aggregator

2 Agents

Endpoint & Outcome Interpretation Engine

2 Agents

Trial Design Relevance Structurer

1 Agents

Data Limitation & Context Assessor

1 Agents

Clinical Story Reuse & Consistency Optimizer

1 Agents

Clinical Data Storytelling

New

2250

Credits

Clinical Data & Trial Design Aggregator

2 Agents

Endpoint & Outcome Interpretation Engine

2 Agents

Trial Design Relevance Structurer

1 Agents

Data Limitation & Context Assessor

1 Agents

Clinical Story Reuse & Consistency Optimizer

1 Agents

Clinical Data Storytelling

In Development

2550

Credits

Lifecycle Evidence & Opportunity Aggregator

2 Agents

Expansion Feasibility & Readiness Classifier

2 Agents

Lifecycle Sequencing Architect

1 Agents

Growth Claim Calibration & Risk Assessor

1 Agents

Lifecycle Consistency & Evolution Optimizer

1 Agents

Product Lifecycle and Expansion Narrative

In Development

2550

Credits

Lifecycle Evidence & Opportunity Aggregator

2 Agents

Expansion Feasibility & Readiness Classifier

2 Agents

Lifecycle Sequencing Architect

1 Agents

Growth Claim Calibration & Risk Assessor

1 Agents

Lifecycle Consistency & Evolution Optimizer

1 Agents

Product Lifecycle and Expansion Narrative

New

2400

Credits

Product Narrative Inventory

2 Agents

Claim & Language Alignment

2 Agents

Evidence Traceability & Governance

1 Agents

Update Detection & Version Control

1 Agents

Product Messaging Audit & Integrity Optimizer

1 Agents

Product Narrative Consistency and Governance

New

2400

Credits

Product Narrative Inventory

2 Agents

Claim & Language Alignment

2 Agents

Evidence Traceability & Governance

1 Agents

Update Detection & Version Control

1 Agents

Product Messaging Audit & Integrity Optimizer

1 Agents

Product Narrative Consistency and Governance

New

2600

Credits

Product Evidence & Context Aggregator

2 Agents

Medical Value Synthesis Engine

2 Agents

Scientific Positioning Architect

1 Agents

Differentiation & Claim Calibration Engine

1 Agents

Narrative Versioning & Consistency Optimizer

1 Agents

Product Narrative & Messaging Architecture

Define a clear, credible product story grounded in clinical evidence and unmet need.

In Development

Credits

Comparative Evidence Aggregator

2 Agents

Standards-of-Care Benchmark Synthesizer

2 Agents

Differentiation Framework Architect

1 Agents

Claim Substantiation & Risk Assessment

1 Agents

Positioning Evolution & Consistency Optimizer

1 Agents

Clinical Differentiation and Positioning

Clarify how the product stands apart within the competitive and clinical landscape.

In Development

2600

Credits

Indication & Guideline Evidence Aggregator

2 Agents

Disease Progression & Treatment Paradigm Mapper

2 Agents

Line-of-Therapy Placement Architect

1 Agents

Claim Calibration & Clinical Reality Assessor

1 Agents

Placement Evolution & Consistency Optimizer

1 Agents

Indication and Line-of-Therapy Framing

Articulate where and how the product fits within the treatment paradigm.

New

2250

Credits

Clinical Data & Trial Design Aggregator

2 Agents

Endpoint & Outcome Interpretation Engine

2 Agents

Trial Design Relevance Structurer

1 Agents

Data Limitation & Context Assessor

1 Agents

Clinical Story Reuse & Consistency Optimizer

1 Agents

Clinical Data Storytelling

Translate clinical results into clear, meaningful product narratives.

In Development

2550

Credits

Lifecycle Evidence & Opportunity Aggregator

2 Agents

Expansion Feasibility & Readiness Classifier

2 Agents

Lifecycle Sequencing Architect

1 Agents

Growth Claim Calibration & Risk Assessor

1 Agents

Lifecycle Consistency & Evolution Optimizer

1 Agents

Product Lifecycle and Expansion Narrative

Frame how the product evolves across indications, settings, and development milestones.

New

2400

Credits

Product Narrative Inventory

2 Agents

Claim & Language Alignment

2 Agents

Evidence Traceability & Governance

1 Agents

Update Detection & Version Control

1 Agents

Product Messaging Audit & Integrity Optimizer

1 Agents

Product Narrative Consistency and Governance

Maintain alignment of product messaging across all medical and external outputs.

Medical Affairs
Medical Affairs

AutoBio structures medical narratives, data interpretations, and educational content to support credible scientific exchange and field execution. Workflows align headquarters strategy with real-world use—preserving accuracy, balance, and flexibility across medical contexts.

In Development

2600

Credits

Education Evidence & Content Aggregator

2 Agents

Education Narrative Architect

2 Agents

Audience Calibration & Depth Engine

1 Agents

Compliance & Balance Assessor

1 Agents

Education Reuse & Consistency Optimizer

1 Agents

Medical Education Frameworks

In Development

2600

Credits

Education Evidence & Content Aggregator

2 Agents

Education Narrative Architect

2 Agents

Audience Calibration & Depth Engine

1 Agents

Compliance & Balance Assessor

1 Agents

Education Reuse & Consistency Optimizer

1 Agents

Medical Education Frameworks

New

2600

Credits

Exchange Evidence & Context Aggregator

2 Agents

Dialogue Framework Architect

2 Agents

Evidence & Open-Question Mapper

1 Agents

Flexibility & Guardrail Assessor

1 Agents

Exchange Preparation & Consistency Optimizer

1 Agents

Scientific Exchange Narratives

New

2600

Credits

Exchange Evidence & Context Aggregator

2 Agents

Dialogue Framework Architect

2 Agents

Evidence & Open-Question Mapper

1 Agents

Flexibility & Guardrail Assessor

1 Agents

Exchange Preparation & Consistency Optimizer

1 Agents

Scientific Exchange Narratives

New

2600

Credits

Engagement Evidence & Context Aggregator

2 Agents

Engagement Narrative Architect

2 Agents

Anticipatory Q&A & Inquiry Mapper

1 Agents

Expert Customization & Nuance Assessor

1 Agents

Engagement Synthesis & Learning Optimizer

1 Agents

KOL and Expert Engagement Support

New

2600

Credits

Engagement Evidence & Context Aggregator

2 Agents

Engagement Narrative Architect

2 Agents

Anticipatory Q&A & Inquiry Mapper

1 Agents

Expert Customization & Nuance Assessor

1 Agents

Engagement Synthesis & Learning Optimizer

1 Agents

KOL and Expert Engagement Support

New

2600

Credits

Field-Relevant Evidence & Content Aggregator

2 Agents

Field Narrative Structurer

2 Agents

Data Interpretation & Context Engine

1 Agents

Usability & Relevance Assessor

1 Agents

HQ–Field Alignment & Feedback Optimizer

1 Agents

MSL Scientific Content Enablement

New

2600

Credits

Field-Relevant Evidence & Content Aggregator

2 Agents

Field Narrative Structurer

2 Agents

Data Interpretation & Context Engine

1 Agents

Usability & Relevance Assessor

1 Agents

HQ–Field Alignment & Feedback Optimizer

1 Agents

MSL Scientific Content Enablement

In Development

2550

Credits

Rapid Evidence & Context Aggregator

2 Agents

Situation Framing & Intent Analyzer

2 Agents

Response Narrative Structurer

1 Agents

Risk & Appropriateness Assessor

1 Agents

Reference Packaging & Reuse Optimizer

1 Agents

Scientific Response and Reactive Content

In Development

2550

Credits

Rapid Evidence & Context Aggregator

2 Agents

Situation Framing & Intent Analyzer

2 Agents

Response Narrative Structurer

1 Agents

Risk & Appropriateness Assessor

1 Agents

Reference Packaging & Reuse Optimizer

1 Agents

Scientific Response and Reactive Content

In Development

2400

Credits

Medical Narrative Inventory

2 Agents

Compliance-Aligned Language & Claim

2 Agents

Cross-Channel Consistency Checker

1 Agents

Update Detection & Propagation

1 Agents

Longitudinal Medical Narrative Auditor

1 Agents

Medical Narrative Consistency and Governance

In Development

2400

Credits

Medical Narrative Inventory

2 Agents

Compliance-Aligned Language & Claim

2 Agents

Cross-Channel Consistency Checker

1 Agents

Update Detection & Propagation

1 Agents

Longitudinal Medical Narrative Auditor

1 Agents

Medical Narrative Consistency and Governance

In Development

2600

Credits

Education Evidence & Content Aggregator

2 Agents

Education Narrative Architect

2 Agents

Audience Calibration & Depth Engine

1 Agents

Compliance & Balance Assessor

1 Agents

Education Reuse & Consistency Optimizer

1 Agents

Medical Education Frameworks

Enable consistent, compliant scientific education across audiences and channels.

New

2600

Credits

Exchange Evidence & Context Aggregator

2 Agents

Dialogue Framework Architect

2 Agents

Evidence & Open-Question Mapper

1 Agents

Flexibility & Guardrail Assessor

1 Agents

Exchange Preparation & Consistency Optimizer

1 Agents

Scientific Exchange Narratives

Support meaningful, evidence-based scientific exchange with external experts.

New

2600

Credits

Engagement Evidence & Context Aggregator

2 Agents

Engagement Narrative Architect

2 Agents

Anticipatory Q&A & Inquiry Mapper

1 Agents

Expert Customization & Nuance Assessor

1 Agents

Engagement Synthesis & Learning Optimizer

1 Agents

KOL and Expert Engagement Support

Provide structured scientific narratives for engagement with key opinion leaders.

New

2600

Credits

Field-Relevant Evidence & Content Aggregator

2 Agents

Field Narrative Structurer

2 Agents

Data Interpretation & Context Engine

1 Agents

Usability & Relevance Assessor

1 Agents

HQ–Field Alignment & Feedback Optimizer

1 Agents

MSL Scientific Content Enablement

Equip field medical teams with consistent, high-quality scientific content.

In Development

2550

Credits

Rapid Evidence & Context Aggregator

2 Agents

Situation Framing & Intent Analyzer

2 Agents

Response Narrative Structurer

1 Agents

Risk & Appropriateness Assessor

1 Agents

Reference Packaging & Reuse Optimizer

1 Agents

Scientific Response and Reactive Content

Deliver disciplined, evidence-based responses to scientific questions and challenges.

In Development

2400

Credits

Medical Narrative Inventory

2 Agents

Compliance-Aligned Language & Claim

2 Agents

Cross-Channel Consistency Checker

1 Agents

Update Detection & Propagation

1 Agents

Longitudinal Medical Narrative Auditor

1 Agents

Medical Narrative Consistency and Governance

Maintain alignment across all medical affairs communications over time.

Publications & Scientific Dissemination
Publications & Scientific Dissemination

AutoBio coordinates how evidence is disseminated across manuscripts, congresses, and scientific platforms. Workflows reduce redundancy while maintaining alignment—ensuring scientific stories unfold intentionally, not reactively, as programs progress.

New

2600

Credits

Study & Evidence Inventory Aggregator

2 Agents

Study-to-Output Mapping Engine

2 Agents

Timing & Sequencing Architect

1 Agents

Venue & Channel Strategy Framer

1 Agents

Dissemination Roadmap & Consistency Optimizer

1 Agents

Publications Strategy and Planning

New

2600

Credits

Study & Evidence Inventory Aggregator

2 Agents

Study-to-Output Mapping Engine

2 Agents

Timing & Sequencing Architect

1 Agents

Venue & Channel Strategy Framer

1 Agents

Dissemination Roadmap & Consistency Optimizer

1 Agents

Publications Strategy and Planning

New

2600

Credits

Congress Evidence & Asset Aggregator

2 Agents

Congress Narrative Backbone Architect

2 Agents

Abstract, Poster & Oral Framework Structurer

1 Agents

Venue Adaptation & Scientific Framing Assessor

1 Agents

Visual Consistency & Audit Optimizer

1 Agents

Congress and Scientific Meeting Content

New

2600

Credits

Congress Evidence & Asset Aggregator

2 Agents

Congress Narrative Backbone Architect

2 Agents

Abstract, Poster & Oral Framework Structurer

1 Agents

Venue Adaptation & Scientific Framing Assessor

1 Agents

Visual Consistency & Audit Optimizer

1 Agents

Congress and Scientific Meeting Content

New

2600

Credits

Manuscript Evidence & Draft Input Aggregator

2 Agents

Narrative Structure & Argument Architect

2 Agents

Journal & Venue Alignment Engine

1 Agents

Draft Versioning & Traceability Manager

1 Agents

Submission Packaging & Consistency Optimizer

1 Agents

Manuscript and Abstract Development

New

2600

Credits

Manuscript Evidence & Draft Input Aggregator

2 Agents

Narrative Structure & Argument Architect

2 Agents

Journal & Venue Alignment Engine

1 Agents

Draft Versioning & Traceability Manager

1 Agents

Submission Packaging & Consistency Optimizer

1 Agents

Manuscript and Abstract Development

New

2600

Credits

Dissemination Evidence & Asset Aggregator

2 Agents

Platform Architecture & Message Hierarchy Designer

2 Agents

Channel Adaptation Rules Engine

1 Agents

Visual Reuse & Consistency Assessor

1 Agents

Platform Governance & Version Control Optimizer

1 Agents

Scientific Platforms for Dissemination

New

2600

Credits

Dissemination Evidence & Asset Aggregator

2 Agents

Platform Architecture & Message Hierarchy Designer

2 Agents

Channel Adaptation Rules Engine

1 Agents

Visual Reuse & Consistency Assessor

1 Agents

Platform Governance & Version Control Optimizer

1 Agents

Scientific Platforms for Dissemination

New

2600

Credits

Dissemination Evidence & Asset Aggregator

2 Agents

Platform Architecture & Message Hierarchy Designer

2 Agents

Channel Adaptation Rules Engine

1 Agents

Visual Reuse & Consistency Assessor

1 Agents

Platform Governance & Version Control Optimizer

1 Agents

Digital Scientific and Educational Assets

New

2600

Credits

Dissemination Evidence & Asset Aggregator

2 Agents

Platform Architecture & Message Hierarchy Designer

2 Agents

Channel Adaptation Rules Engine

1 Agents

Visual Reuse & Consistency Assessor

1 Agents

Platform Governance & Version Control Optimizer

1 Agents

Digital Scientific and Educational Assets

In Development

2400

Credits

Dissemination Content Inventory

2 Agents

Cross-Output Alignment Audit

2 Agents

Update Detection & Revision Tracking

1 Agents

Narrative Drift Prevention Controller

1 Agents

Longitudinal Consistency & Integrity Reviewer

1 Agents

Scientific Dissemination Governance and Consistency

In Development

2400

Credits

Dissemination Content Inventory

2 Agents

Cross-Output Alignment Audit

2 Agents

Update Detection & Revision Tracking

1 Agents

Narrative Drift Prevention Controller

1 Agents

Longitudinal Consistency & Integrity Reviewer

1 Agents

Scientific Dissemination Governance and Consistency

New

2600

Credits

Study & Evidence Inventory Aggregator

2 Agents

Study-to-Output Mapping Engine

2 Agents

Timing & Sequencing Architect

1 Agents

Venue & Channel Strategy Framer

1 Agents

Dissemination Roadmap & Consistency Optimizer

1 Agents

Publications Strategy and Planning

Align publication activity to development milestones, data maturity, and scientific objectives.

New

2600

Credits

Congress Evidence & Asset Aggregator

2 Agents

Congress Narrative Backbone Architect

2 Agents

Abstract, Poster & Oral Framework Structurer

1 Agents

Venue Adaptation & Scientific Framing Assessor

1 Agents

Visual Consistency & Audit Optimizer

1 Agents

Congress and Scientific Meeting Content

Deliver disciplined, data-driven storytelling for congresses and scientific meetings.

New

2600

Credits

Manuscript Evidence & Draft Input Aggregator

2 Agents

Narrative Structure & Argument Architect

2 Agents

Journal & Venue Alignment Engine

1 Agents

Draft Versioning & Traceability Manager

1 Agents

Submission Packaging & Consistency Optimizer

1 Agents

Manuscript and Abstract Development

Translate data into publication-ready scientific narratives.

New

2600

Credits

Dissemination Evidence & Asset Aggregator

2 Agents

Platform Architecture & Message Hierarchy Designer

2 Agents

Channel Adaptation Rules Engine

1 Agents

Visual Reuse & Consistency Assessor

1 Agents

Platform Governance & Version Control Optimizer

1 Agents

Scientific Platforms for Dissemination

Create reusable scientific platforms that scale across dissemination channels.

New

2600

Credits

Dissemination Evidence & Asset Aggregator

2 Agents

Platform Architecture & Message Hierarchy Designer

2 Agents

Channel Adaptation Rules Engine

1 Agents

Visual Reuse & Consistency Assessor

1 Agents

Platform Governance & Version Control Optimizer

1 Agents

Digital Scientific and Educational Assets

Extend scientific dissemination through digital and educational formats.

In Development

2400

Credits

Dissemination Content Inventory

2 Agents

Cross-Output Alignment Audit

2 Agents

Update Detection & Revision Tracking

1 Agents

Narrative Drift Prevention Controller

1 Agents

Longitudinal Consistency & Integrity Reviewer

1 Agents

Scientific Dissemination Governance and Consistency

Maintain alignment across all dissemination activities over time.

Evidence Communication & Knowledge Translation
Evidence Communication & Knowledge Translation

AutoBio synthesizes and translates heterogeneous evidence into consistent, defensible interpretations across audiences and formats. From visualization to training to patient materials, workflows preserve scientific integrity while improving understanding at every level.

New

2600

Credits

Multi-Source Evidence Aggregator

2 Agents

Evidence Relevance & Quality Assessor

2 Agents

Cross-Evidence Synthesis Engine

1 Agents

Weight-of-Evidence Structurer

1 Agents

Integrated Interpretation & Guidance Optimizer

1 Agents

Evidence Interpretation and Synthesis

New

2600

Credits

Multi-Source Evidence Aggregator

2 Agents

Evidence Relevance & Quality Assessor

2 Agents

Cross-Evidence Synthesis Engine

1 Agents

Weight-of-Evidence Structurer

1 Agents

Integrated Interpretation & Guidance Optimizer

1 Agents

Evidence Interpretation and Synthesis

New

2600

Credits

Visualization-Ready Evidence Aggregator

2 Agents

Visual Framework & Format Selector

2 Agents

Data Storytelling Template Architect

1 Agents

Visualization Integrity & Alignment Assessor

1 Agents

Traceability & Version Control Optimizer

1 Agents

Evidence Visualization and Data Storytelling

New

2600

Credits

Visualization-Ready Evidence Aggregator

2 Agents

Visual Framework & Format Selector

2 Agents

Data Storytelling Template Architect

1 Agents

Visualization Integrity & Alignment Assessor

1 Agents

Traceability & Version Control Optimizer

1 Agents

Evidence Visualization and Data Storytelling

New

2600

Credits

Translation-Ready Evidence Aggregator

2 Agents

Audience & Complexity Calibration Engine

2 Agents

Simplified Narrative Structurer

1 Agents

Translation Guardrail & Accuracy Assessor

1 Agents

Multi-Audience Adaptation & Validation Optimizer

1 Agents

Knowledge Translation for Non-Specialist Audiences

New

2600

Credits

Translation-Ready Evidence Aggregator

2 Agents

Audience & Complexity Calibration Engine

2 Agents

Simplified Narrative Structurer

1 Agents

Translation Guardrail & Accuracy Assessor

1 Agents

Multi-Audience Adaptation & Validation Optimizer

1 Agents

Knowledge Translation for Non-Specialist Audiences

New

2600

Credits

Lay-Ready Evidence Aggregator

2 Agents

Audience Sensitivity & Tone Calibrator

2 Agents

Lay Narrative & Summary Structurer

1 Agents

Evidence Alignment & Appropriateness Assessor

1 Agents

Update & Reuse Readiness Optimizer

1 Agents

Patient and Lay Summaries

New

2600

Credits

Lay-Ready Evidence Aggregator

2 Agents

Audience Sensitivity & Tone Calibrator

2 Agents

Lay Narrative & Summary Structurer

1 Agents

Evidence Alignment & Appropriateness Assessor

1 Agents

Update & Reuse Readiness Optimizer

1 Agents

Patient and Lay Summaries

In Development

2600

Credits

Training-Relevant Evidence Aggregator

2 Agents

Learning Objective & Curriculum Mapper

2 Agents

Evidence-Based Module Builder

1 Agents

Knowledge Retention & Assessment Assessor

1 Agents

Training Update & Lifecycle Optimizer

1 Agents

Scientific Training and Enablement Materials

In Development

2600

Credits

Training-Relevant Evidence Aggregator

2 Agents

Learning Objective & Curriculum Mapper

2 Agents

Evidence-Based Module Builder

1 Agents

Knowledge Retention & Assessment Assessor

1 Agents

Training Update & Lifecycle Optimizer

1 Agents

Scientific Training and Enablement Materials

In Development

2400

Credits

Interpreted Evidence Inventory

2 Agents

Cross-Format Consistency Audit

2 Agents

Interpretation Update & Change Tracking

1 Agents

Translation Governance & Rule Engine

1 Agents

Longitudinal Credibility & Integrity Reviewer

1 Agents

Evidence Communication Governance and Consistency

In Development

2400

Credits

Interpreted Evidence Inventory

2 Agents

Cross-Format Consistency Audit

2 Agents

Interpretation Update & Change Tracking

1 Agents

Translation Governance & Rule Engine

1 Agents

Longitudinal Credibility & Integrity Reviewer

1 Agents

Evidence Communication Governance and Consistency

New

2600

Credits

Multi-Source Evidence Aggregator

2 Agents

Evidence Relevance & Quality Assessor

2 Agents

Cross-Evidence Synthesis Engine

1 Agents

Weight-of-Evidence Structurer

1 Agents

Integrated Interpretation & Guidance Optimizer

1 Agents

Evidence Interpretation and Synthesis

Translate complex evidence into clear, scientifically grounded conclusions.

New

2600

Credits

Visualization-Ready Evidence Aggregator

2 Agents

Visual Framework & Format Selector

2 Agents

Data Storytelling Template Architect

1 Agents

Visualization Integrity & Alignment Assessor

1 Agents

Traceability & Version Control Optimizer

1 Agents

Evidence Visualization and Data Storytelling

Present scientific data in ways that are accurate, intelligible, and credible.

New

2600

Credits

Translation-Ready Evidence Aggregator

2 Agents

Audience & Complexity Calibration Engine

2 Agents

Simplified Narrative Structurer

1 Agents

Translation Guardrail & Accuracy Assessor

1 Agents

Multi-Audience Adaptation & Validation Optimizer

1 Agents

Knowledge Translation for Non-Specialist Audiences

Translate scientific evidence for audiences without deep technical training.

New

2600

Credits

Lay-Ready Evidence Aggregator

2 Agents

Audience Sensitivity & Tone Calibrator

2 Agents

Lay Narrative & Summary Structurer

1 Agents

Evidence Alignment & Appropriateness Assessor

1 Agents

Update & Reuse Readiness Optimizer

1 Agents

Patient and Lay Summaries

Develop patient-facing and lay summaries grounded in scientific evidence.

In Development

2600

Credits

Training-Relevant Evidence Aggregator

2 Agents

Learning Objective & Curriculum Mapper

2 Agents

Evidence-Based Module Builder

1 Agents

Knowledge Retention & Assessment Assessor

1 Agents

Training Update & Lifecycle Optimizer

1 Agents

Scientific Training and Enablement Materials

Support internal and external scientific training with evidence-based materials.

In Development

2400

Credits

Interpreted Evidence Inventory

2 Agents

Cross-Format Consistency Audit

2 Agents

Interpretation Update & Change Tracking

1 Agents

Translation Governance & Rule Engine

1 Agents

Longitudinal Credibility & Integrity Reviewer

1 Agents

Evidence Communication Governance and Consistency

Maintain alignment across all evidence-based communications over time.