Compliance. Accelerated

AI that brings speed, accuracy, and audit-readiness to life sciences operations

AI that brings speed, accuracy, and audit-readiness to life sciences operations

Driving Innovation across the Life Sciences Ecosystem

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Harmony

Reimagining Regulatory Affairs

RootSense

RootSense

Accelerated Investigations. Stronger Quality

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Built for Modern Regulatory Teams

Built for the realities of regulated life sciences, Harmony blends regulatory expertise, intelligent automation, and trust-first AI to simplify complex authoring workflows and help teams submit with assurance

AI-Native dossier

AI-Native dossier automation

End-to-end lifecycle

End-to-end lifecycle control

Audit-ready

Audit-ready
by design

Global submission

Global submission ready

Healthcare professional consulting with patients to provide guidance and support.

Designed for modern regulatory teams, Harmony brings structure, intelligence, and consistency to every stage of regulatory authoring helping teams move faster while staying compliant.

Harmony

Regulatory Chaos. Solved.

We collaborate with industry-leading partners to create solutions that bridge gaps in care delivery, drive innovation, and ensure quality at every step.

By unifying regulatory authoring and lifecycle workflows, Harmony helps teams overcome complexity and deliver submissions on time.

Manual CTD

Manual CTD authoring

Time consuming drafting and formatting across multiple platforms

Version mismatches

Version mismatches

Disconnected edits leading to inconsistencies and rework

Regulatory rework

Regulatory rework

Repeated updates driven by gaps, queries, and manual checks

Slow global submissions

Slow global submissions

Delays caused by region-specific requirements and coordination

Deepforrest: Where AI Delivers Results

Delivering faster submissions, higher accuracy, and reduced manual effort across regulatory, quality, and safety workflows.

Guided by Purpose, Driven by Innovation

Inspired by the pursuit of better health for all, DeepForrest blends innovation, trust, and impact to address the most complex challenges in healthcare.

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Purpose-built for Life Sciences

Designed specifically for regulated life sciences workflows, not retrofitted from generic AI tools.

21 CFR

21 CFR Part 11–ready

Built with audit trails, access controls, and validation to meet regulatory requirements.

Human-in-the-loop AI

Human-in-the-loop AI

Combines AI automation with expert oversight to ensure accuracy and accountability.

Globally compliant

Globally compliant

Supports regional regulatory standards across markets with consistent, validated outputs.

Our Success Stories That Speak for Themselves

60-Minute CTDs

Zero Compromise on Compliance

Doctor consulting with a patient using digital tools to optimize scheduling and reduce wait times.

AI-Driven Root Cause Analysis for Faster Investigations

70%

Reduction in
manual workload

Healthcare professional compassionately holding a patient's hand, emphasizing patient feedback for improved care experiences.

Compliance. Confidence. Clarity.

Human-centered AI for regulated pharma ecosystems

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Seamless Data Collection

The system automatically processes incoming articles, extracting key information like titles, author details, and publication links, saving valuable time for teams.

Region-Based Validation

Ensures compliance by matching primary authors’ addresses with predefined regulatory regions, simplifying the validation process and reducing errors.

Smart Text Analysis

Extracts meaningful insights from articles using advanced text analysis, making it easier to identify critical safety information.

Efficient Information Retrieval

Uses intelligent indexing to enable quick searches and targeted queries, ensuring teams can find the exact information they need.

Accurate Classification

Confirms whether articles focus on human cases or other studies, providing clear and reliable validation reports for regulatory submissions.

60-Minute CTDs. Zero Compromise on Compliance

Challenge

Manual, multi-document CTD authoring caused weeks of delays, rework, and compliance risk.

Solution

Harmony enabled AI-assisted CTD generation with region-ready templates and human-in-the-loop oversight.

Outcome

CTDs created in under 60 minutes, 3× faster submissions, and 70% less manual effort.

AI-Driven Root Cause Analysis for Faster Investigations

Challenge

Manual root cause investigations were time-consuming, inconsistent, and prone to repeat deviations.

Solution

Implemented AI-driven RCA to analyze historical and real-time data, detect patterns, and generate compliant investigation documents.

Outcome

40–60% faster investigations, 80% quicker RCA completion, 75% fewer repeat deviations, and 95% accuracy.

70% reduction in manual workload

Challenge

Manual literature reviews were time-intensive, error-prone, and slowed timely identification of safety signals.

Solution

Implemented AI-driven literature review agents to automatically search, classify, and analyze safety-relevant publications.

Outcome

40% faster safety reporting, 70% less manual effort, and more accurate, scalable pharmacovigilance operations.​

30% Shorter Wait Times

Challenge

A preventive healthcare provider struggled with patient flow, leading to high wait times and inefficient resource allocation.

Solution

Developed a patient journey simulator with enhanced visualizations and predictive analytics, enabling stakeholders to make data-driven adjustments to patient scheduling and resource allocation.

Outcome

Reduced patient wait times by 30%, improved resource allocation, and enhanced operational efficiency, leading to higher patient satisfaction.