AI-Powered Text Mining Solution for Clinical Trials · Sumptuous Data Sciences

From Protocol to
Cross-Functional
Trial Collateral.

An AI-powered text mining solution automating biostatistics, data operations, and medical writing — delivering regulatory-ready outputs in minutes.

10×
Faster Document Generation
60–80%
Less Manual Drafting Effort
2,500+
Protocols Used for Training
TrialAccel

Repurposing Clinical Information

~100
Structured fields extracted per protocol
95%
AI extraction confidence score
<5 min
Protocol upload to document generation
2,500+
Protocols used for model training
TrialAccel

Core Pillars of
Clinical Automation

TrialAccel® is a protocol-driven clinical development acceleration solution that digitizes the clinical protocol using AI-powered technology and transforms its content into high-value draft outputs across Biostatistics, Data Operations, and Medical Writing. Auto-generates Statistical Analysis Plan, table shells, statistical reporting specs, and analysis datasets from protocol text.

By digitizing protocol information and repurposing it intelligently, TrialAccel® enables study teams to reduce manual effort, improve consistency, and accelerate critical study collateral — with qualified human oversight where it matters most. Produces SDTM/ADaM specs, annotated CRFs, edit checks, and data management plans in an expedited manner.

Digitized Clinical Workflows

Effective use of AI-powered solutions for full digitization of clinical trials workflow

Extensive Cost Reduction

Significant savings in biostatistics, data operations, and medical writing functions

Speed, Accuracy & Automation

Improved speed and accuracy with fully automated data operations workflow

Regulatory Compliance

Outputs comply with ICH guidance, GAMP5 validation, and full GxP requirements

Data & IP Privacy Guaranteed

All TrialAccel® operations execute on sponsor environment — ensuring complete on-premise data and intellectual property security with zero external exposure

Six Integrated Components — One Seamless Workflow

01

Biostatistics Division

Auto-generates SAPs, table shells, statistical reporting specifications, and analysis dataset structures directly from protocol text. Pre-configured frameworks with regulatory-aligned outputs ready to edit.

SAP GenerationMock ShellsBiostats Specs
02

Data Operations

Produces SDTM/ADaM specs, annotated CRFs, edit checks, and data management plan in an expedited manner.

SDTM/ADaMAnnotated CRFEdit ChecksDMP
03

Medical Writing

Creates draft Clinical Study Reports and disclosure reports through automated narrative generation. Protocol-driven narrative reduces first-draft timelines by up to 60%.

CSR DraftsDisclosure ReportsNarrative Gen
04

CDISC USDM Integration

Native export of structured study definitions. Supports standardized regulatory submissions and enables interoperability across systems. Accelerates CDISC USDM adoption readiness.

CDISC USDMReg SubmissionsInteroperability
05

Validation & Consistency Engine

Cross-field validation checks and protocol-to-output alignment assurance. Built-in rules check completeness, consistency, and regulatory alignment before delivering draft outputs.

Cross-ValidationQC EngineError Reduction
06

Enterprise Compliance & Auditability

Full audit trail of all actions with role-based access control. Meets GAMP5 validation and GxP standards. Designed for 21 CFR Part 11 readiness with full version control and change documentation.

21 CFR Part 11GAMP5GxPAudit Trail
1
Protocol Ingestion
PDF upload · ~100 fields
2
AI Text Mining
NLP + ML · 95% confidence
3
Cross Referencing
Endpoints ↔ Methods ↔ Data
4
Template Mapping
Reg-compliant templates
5
Quality Validation
Completeness + alignment
6
Outputs Delivered
SAP · SDTM · CSR · aCRF

Why TrialAccel® Wins

See how TrialAccel® stacks up against generic AI tools, manual processes, and legacy CTMS solutions across every critical capability.

Capability TrialAccel® Generic AI Manual Process Legacy CTMS
Protocol Extraction50 fieldsUnstructuredManualNone
FDA-Grade Confidence95%No scoringVariableN/A
SAP/DMP GenerationAutomatedGenericManualNone
USDM v3.0 SupportNativeNoneNoneNone
On-Premise / Data Privacy100%Cloud onlyYesVaries
Audit Trail / 21 CFR 11Built-inNonePaperPartial
Fine-tuned for Protocols1107 examplesGenericN/ANone

The analytical foundation
was never designed to scale

Protocol changes trigger rework cascades, and CRO handoffs introduce delays and version-control risks. TrialAccel® is built to solve exactly this problem.

1

SAP Bottleneck

Average 6–8 weeks to manually draft a Statistical Analysis Plan. Protocol amendments restart the cycle.

2

Data Standards Gap

SDTM/ADaM specs built from scratch each study. Inconsistencies across programs delay submissions.

3

CSR Delays

Medical writers spend 200+ hours per CSR. Disclosure timelines missed due to manual assembly.

4

CRO Dependency

Small biotechs delegate 80%+ of analytical work to CROs with limited oversight or version control.

5

Rework Cascades

A single protocol amendment triggers rework across SAP, table shells, datasets, and CSR sections.

6

Talent Scarcity

Experienced biostatisticians and medical writers are scarce and command premium rates. 900+ hours spent per study.

Manual creation of SAPs, table shells, SDTM/ADaM specs, annotated CRFs, edit checks, Clinical Study Reports, and disclosure documents from scratch for every study — 900+ hours of time spent through Biostatistics, Data Management and Medical Writing Business Functions. Expensive, error-prone, and unscalable processes.

Built to accelerate every study

TrialAccel® delivers measurable improvements across quality, speed, compliance, and scale.

70%

Cost Reduction

Dramatically lower biostatistics, data operations, and medical writing costs by automating manual, repetitive document creation workflows.

Faster Delivery

Accelerate study readiness with AI-generated draft outputs delivered in days instead of weeks, compressing overall timelines.

Higher

Quality

Eliminate transcription errors and inconsistencies. AI-driven cross-referencing ensures alignment between protocol, analysis plan, and reports.

Scalable

Operations

Support multiple concurrent studies without proportional headcount increases. Scale from single-study to full portfolio management.

Sponsor control.
CRO collaboration.

Maintain ownership of data operations and regulatory submission processes without full CRO dependency. Provide CROs with sponsor-approved specifications, making collaboration more efficient and auditable.

Responsible AI Adoption

Adopt AI/ML within validated analytical pipelines with full transparency and traceability.

Predictable Delivery

Achieve consistent biostatistics and statistical reporting delivery across studies and timelines.

Regulatory Confidence

Submit with confidence knowing all outputs align with current ICH guidance and regulatory expectations.

Portfolio Scalability

Grow from single-study operations to multi-program portfolios without proportional cost increases.

1

Sponsor-Led Specifications

Provide CROs with pre-built, sponsor-approved SAPs, dataset specs, and reporting templates, eliminating back-and-forth negotiation cycles.

2

Auditable Handoffs

Every deliverable includes full version history, change tracking, and audit trails for transparent, inspection-ready CRO collaboration.

3

Strategic Alignment

Transform CRO relationships from delegated execution to strategically aligned partnerships with shared quality standards.

Up and running in
6 weeks

A structured, low-friction deployment designed to get your team generating outputs from day one — with full support from Sumptuous Data Sciences.

1
Weeks 1–2

Setup

Install TrialAccel® on your local infrastructure. Configure templates, standards libraries, and user access. Train core team on platform capabilities.

2
Weeks 3–4

Pilot

Run pilot study protocol through the platform. Generate SAP, dataset specs, and CSR drafts. Review outputs with function leads.

3
Weeks 5–6

Go-Live

Deploy across active studies. Integrate into CRO workflows. Establish ongoing support cadence with Sumptuous Data Sciences.

6
Weeks to full deployment
Zero
Cloud exposure — 100% on-premise
Day 1
Outputs generated from pilot study

Transform Your
Clinical Operations

Turn Protocol Intelligence into Actionable Study Outputs. Join leading biotech teams leveraging TrialAccel® to accelerate study timelines, reduce costs, and future-proof clinical workflows — all with enterprise-grade security.

Business Impact

ROI quantified across functions

$1.2M
Annual savings
85%
Less manual effort
Throughput gain

Data Ops & Med Writing ROI

Specs, CSRs & disclosures

4 wks → 3 days
SDTM/ADaM spec creation. Edit checks auto-generated with 95% accuracy
60%
CSR first-draft timelines reduced. Disclosure reports in hours vs. weeks
Auto-populated
Narrative sections from analysis results

Enterprise-grade security
built from the ground up

Every TrialAccel® operation executes locally on your IT infrastructure. Zero data leaves your environment. Your IP stays yours — always.

Local Data Processing

The product is installed on local IT server of the sponsor. No data shared outside the IT server of sponsor!

Nothing Fed to AI/ML

No data is shared with AI/ML applications. The product works locally on the IT server of the sponsor. All outputs comply with ICH E6(R2), ICH E9, and FDA/EMA submission standards.

Sponsor Retains IP

All intellectual property of the sponsor remains with the sponsor. TrialAccel® meets GAMP5 validation requirements and GxP standards with full audit trails, version control, and change documentation.

Ready to accelerate
your clinical trials?

Join leading biotech teams leveraging TrialAccel® to accelerate study timelines, reduce costs, and future-proof clinical workflows — all with enterprise-grade security.

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