MACg Enterprise —
AI Platform for Scientific Writing and Slide Generation Workflows
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Why AINGENS + MACg for Enterprise
We build AI solutions that address complete workflows for life sciences.
We build AI solutions that address complete workflows for life sciences.
Leader in AI for life sciences: AINGENS delivers a fit-for-purpose platform designed for scientific and medical content — not generic copy tools.
One platform, end-to-end: Research, write, cite, visualize, present, and review — unified content workflows that keep sources, structure, and style aligned.
Built for teams: Support medical affairs, clinical research, publications, education, and scientific communications with shared libraries, prompts, and templates.
One Platform, Multiple Teams, Continuous Workflow
AINGENS' vision is a single, secure platform — MACg — that supports the entire content lifecycle for life sciences organizations. From literature search to final export, MACg keeps evidence, structure, and style synchronized across several teams and deliverables.
MACg Enterprise Highlights
Customizable and configurable: Choose your AI model, enable LLM domain training, and tailor prompts and templates to your organization.
Integrations that matter: Connect EMBASE, PubMed, Veeva, SharePoint, and internal knowledge repositories for governed, searchable evidence.
Deploy in your cloud: Private, secure deployment in your AWS, Azure, or Google Cloud environment — up and running in days.
Simple annual pricing: Attractive enterprise licensing with predictable, organization-wide value.
Free pilots and fast onboarding: Try MACg in a production-like environment; move to full deployment seamlessly.
Dedicated enablement: White-glove support, workshops, and change management to drive adoption across teams.
MACg Is A Unified, Tool-Orchestrated Platform
AI medical and scientific writer (Ask MACg)
PubMed and Web Integration for literature search and analysis (Option to integrate EMBASE or other databases)
Reference Manager (Library)
AMA, APA, MLA Citation Generator (Customizable to your format)
Advanced Text Editor (Option to add annotation capabilities)
Scientific Slide Presentation Tool
Visuals: images, charts, diagrams, tables
Scientific Prompt Library
Collaboration
Export to Word, PowerPoint, and PDF
Infographic Tool (Custom tool)
Document Review Tool (Custom tool)
How MACg Works for Enterprise Teams
Centralize evidence: Connect PubMed, EMBASE, Veeva, SharePoint, and internal repositories to a governed library.
Standardize creation: Use the Scientific Prompt Library and custom templates to drive consistent outlines, drafts, and slides.
Cite Automatically: Cite-as-you-write with AMA, APA, MLA formats, and auto-build bibliographies.
Review and refine: Use the Advanced Editor to structure, edit, and finalize content.
Present and share: Build slide decks with per-slide citations and editing, and export-ready deliverables for cross-functional use.
Collaborate with team members and agencies: Share references and draft documents.
How is MACg Different from Other Platforms
Fit-for-purpose science platform: Scientific terminology-aware, correct statistical units and phrasing, evidence-first workflows.
Tool orchestration vs point solutions: Writing, citations, visuals, and presentations tied together to maintain accuracy and speed.
Integrations for life sciences: PubMed, EMBASE, Veeva, SharePoint, and custom repositories.
Enterprise-ready from day one: Private cloud deployment, enterprise-grade security with ISO27001 and SOC2 certification.
Side-by-Side Comparison
Platform Tools — Overview and Value
Ask MACg — AI Medical and Scientific Writer
Versatile AI writing tool for all your scientific content generation
Drafts evidence-based content with AMA, APA, and MLA citations, grounded in PubMed or your uploaded articles or curated websites.
One-click edits of slides: rephrase, shorten, lengthen, simplify for expert or lay audiences.
Value: Faster first drafts, higher consistency, traceable sources.
PubMed and Web Integration ( Optional EMBASE)
Natural-language searches, summarization, and extraction into evidence tables.
Value: Accelerates literature reviews and keeps content and claims current.
Reference Manager (Library)
Upload and organize PDFs, slides, Word, Excel, and web pages; share and search across teams.
Value: Single source of truth for reusable evidence.
AMA, APA, MLA Citation Generator
Cite-as-you-write, auto-numbering, bibliography updates, and format conversion.
Value: Reduces errors and review time; supports compliance.
Advanced Text Editor
Word-like editor integrated with citations and chat; export to Word or PDF.
Value: Final-mile polish for audits, submission, and publication.
Scientific Slide Presentation Tool
Before creation: AI-guided title, outline, themes, layouts, slide count.
After creation: Add slides with context-aware AI; regenerate text, images, charts, and tables; per-slide citations; export to PowerPoint or PDF.
Value: Conference-ready decks built for scientific rigor and clarity.
Infographic Tool (Custom tool)
Create publication-ready infographics with labeled sections, icons, and evidence callouts.
Value: Distill complex findings into clear visual stories for HCPs and internal stakeholders.
Document Review Tool (Custom tool)
Structured review with comments, versioning, citation checks, and compliance gates.
Value: Speeds approval cycles across medical, legal, and regulatory workflows.
Scientific Prompt Library (Customizable)
Curated, reusable prompts for manuscripts, MI responses, slide kits, and education, with embedded citation and evidence rules.
Value: Standardizes quality and accelerates drafting at scale.
Visuals: Charts, Diagrams, Tables, Images
Generate and regenerate publication-style visuals that align with your narrative.
Value: Data-first storytelling that improves comprehension.
Collaboration and Versioning
Share across teams, maintain versions, and align to brand and compliance templates.
Value: Scalable reuse and faster cross-functional delivery.
Customization and Integrations
Choose your AI model: Support for multiple LLMs with organization-specific control.
LLM domain training: Tailor outputs to your indications, TAs, and style guides.
Systems integration: EMBASE, PubMed, Veeva Vault, SharePoint, internal repositories, and SSO.
Custom prompt library and templates: Enterprise-wide standardization for documents and slides.
Policy and governance: Role-based access, audit logs, export controls.
Additional Tools: Infographics, Document Review
Deployment, Security, and Support
Install in your cloud (AWS, Azure, Google Cloud) with your security stack.
Deploy in days with a free pilot option to validate workflows.
Dedicated support: Platform updates, hands-on workshops, and change management programs.
Ongoing enablement: Playbooks, templates, and office hours to drive adoption.
Pricing and Value
Attractive, simple annual licensing that scales by team or enterprise.
Consolidates multiple point solutions into one platform, reducing total cost of ownership.
Speeds time-to-first-draft and review cycles, increasing throughput without adding headcount.
Use Cases Across the Enterprise
Medical AffairsPublications and RWEClinical DevelopmentScientific Communications and EducationMarketing and Corporate Teams AINGENS Custom Enterprise Solutions
Custom Software Solutions
End-to-end design and development of fit-for-purpose life sciences applications (integrations, analytics, knowledge graphs, and agents) that align with medical, legal, and regulatory needs.
Strategic Consulting Services
Road mapping, AI/LLM strategy, operating model design, governance, and change management to accelerate safe, compliant AI adoption across franchises and regions.
Hands On Workshops and Enablement
Team training, prompt engineering, template standardization, and best practice playbooks tailored to medical affairs, publications, clinical, and scientific communications.
Medical Website Development
SEO optimized, AI-powered, compliant websites and portals (HCP/patient), with content workflows, citation integrity, analytics, and integrations to CRMs and content repositories.
Bring MACg to your organization. Launch a free pilot, deploy in your cloud within days, and equip your teams with a unified AI medical and scientific writing platform. Contact AINGENS for enterprise licensing and customization options.
Contact UsDiscover more with MACg
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A Real-World Review of MACg for Editing, Writing, and PubMed Search
Dr. Goldina Erowele examines the transformative role of MACg, an AI platform designed for life sciences professionals. Her initial experience involved using MACg to review a draft document and integrate PubMed references, showcasing its ability to streamline research and ensure content accuracy. MACg's tools expedite the draft review process, improving tone and readability while maintaining compliance with medical standards. The platform's applications extend to creating scientific abstracts, clinical trial reports, and training materials, promising to enhance productivity and impact in medical communications.
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Discover MACg's Flexible Pay-Per-Use (Pay-As-You-Go) AI Plan: Cost-Effective AI for Freelancers, Businesses, Researchers, and Students
MACg introduces its new Pay-Per-Use (Pay-As-You-Go) plan, offering a flexible and cost-effective solution for accessing advanced AI tools without monthly commitments. This plan is ideal for freelancers, small business owners, researchers, students, and companies testing AI use cases.
Jun 30, 2025
I used to spend HOURS researching a single article. Drowning in PubMed rabbit holes, juggling 15+ tabs for every project, switching between multiple Google Docs and getting lost in the process. It was beyond exhausting. I was skeptical about using AI in my process after too many garbage outputs, but I gave MACg a shot anyway. I needed an article on ADHD and nutrition, so I said, “why not?”. Within minutes, I had solid research and a pretty solid first draft. After a few quick iterations, my article was publication-ready. Time savings = unmatched. What ultimately sold me: I was able to do everything in one spot…research, prompting, drafting, writing/revisions. No more 15+ tabs for one project. (and a lot fewer headaches) If you want to drastically cut your time and get quality outputs fast, try MACg.
With MACg’s ability to integrate PubMed references directly into documents, that challenge becomes effortless. It’s more than just an AI tool—it’s an innovative platform that empowers medical writers and communicators to work smarter, not harder.
MACg by AINGENS is a next-step technology in life science content generation. From formatting grammar to complex medical/clinical summaries, I found the MACg system to be trustworthy. It is exciting to see the progression of AI in this application and the potential benefits, time savings, accuracy, and creativity, all realized in MACg.
Previously, I relied on EndNote for citation generation, but MACg takes it further by allowing me to pull, cite, store, and manage references all in one platform seamlessly integrated with PubMed. It is designed with medical writers in mind—helping gather information, providing detailed scientific prompts, suggesting and finding relevant references, retaining links, and summarizing content—all within the same dedicated workspace. On top of that, the in-built editor makes refining content simple and efficient.
