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Solutions · Emerging Biotech

A lean team that operateslike a much larger one.

Sofie gives a small CMC, quality and regulatory team the capacity to prepare submissions, manage CDMO partners and keep pace with regulators, with your experts in control of every decision.

Larkspur Biologics · Orchestrations
Tech Transfer Charter
BuildRunTest
ARMK

Run · task breakdown

Read run inputs3 files
Process Development LeadOpus 5.5
Analytical LeadGemini 3.1 Pro
Draft §4 Process description12 fields
Compile §7 Analytical methods9 fields
QA review gateWaiting

Orchestrations: coordinated agents with review points where your experts decide.

Anemergingbiotechoftenhasonepersonwherealargecompanyhasadepartment.Sofiedoesnotreplacethatperson.Itgivesthemtheleverageofthedepartment.

Work Sofie takes on

Work Sofie takes on for an emerging biotech

A cross-category set for teams preparing for the clinic and working through partners.

Browse all 116 workflows
  1. 01

    CMC Regulatory Strategy

    Regulatory & CMC · Workflow

    Turn your product context, prior filings and CMC evidence into a defensible multi-market CMC regulatory strategy — sequence, established conditions, data gaps and decisions — in an afternoon, not a month of workshops.

    Manual effort today

    Weeks of workshops producing a slide with market columns and dates nobody can trace to data

  2. 02

    CMC Dossier Section (CTD)

    Regulatory & CMC · Workflow

    Turn your development and manufacturing data into CTD-structured Module 3 content — in an afternoon, not weeks.

    Manual effort today

    40+ hours across CMC, regulatory, and QA

  3. 03

    Response to Questions (RTQ)

    Regulatory & CMC · Workflow

    Turn the authority's question letter into a response where every question and every sub-part is answered, evidenced, and reconciled against your filed dossier and everything you have already told them.

    Manual effort today

    Two weeks of parallel drafting across functions

  4. 04

    Regulatory Designation Application

    Regulatory & CMC · Workflow

    Turn your evidence, your indication and the pathway you're chasing into an argument mapped one-to-one against the statute — with every criterion marked met, partially met or not met, and the gaps named.

    Manual effort today

    Weeks assembling an argument from memory of what the agency wants, then discovering at review that a criterion was asserted rather than evidenced

  5. 05

    Technical Due Diligence & Vendor Assessment

    Business Development · Workflow

    Turn a vendor's quality records, technical package, capacity claims, and financial profile into a structured, evidence-graded due-diligence assessment — scored, gap-flagged, and ready for the deal team or sourcing committee in an afternoon, not a procurement cycle.

    Manual effort today

    15–30 hours across BD, technical SMEs, and quality

  6. 06

    Clinical / IMP Supply Plan

    Supply Chain · Workflow

    Turn your protocol, demand assumptions, and packaging data into a complete clinical / IMP supply plan — demand forecast, supply strategy, coverage and expiry, distribution and cold-chain, and risk/contingency — in an afternoon, not weeks.

    Manual effort today

    30–60 hours across clinical supply and QA building demand models, coverage tables, and distribution plans by hand

  7. 07

    Analytical Development Plan Author

    Analytical Development · Author

    Authors a cGMP-compliant Analytical Development Plan through a single-agent, two-task workflow.

    Estimated time saved

    ~20–35 hrs per ADP document

  8. 08

    Comparability Plan Author

    Tech Transfer · Author

    Authors a GMP-compliant, ICH Q5E-aligned Comparability Plan — the governing document that defines the scope, rationale, study design, analytical testing panel, acceptance criteria, and risk assessment approach for a proposed or realized manufacturing process, analytical method, facility, scale, or site change.

    Estimated time saved

    ~20–35 hrs per CP document

A day in the life

The same work, without the assembly.

Your experts still make every call. Sofie gathers the evidence, drafts in your format and marks what is missing.

Preparing an IND

Sections drafted from the science you already have

Before
A small team writes CMC sections at night, around the development work itself.
With Sofie
Orchestrations draft each section from development reports and batch data, with a review point before anything moves.

Choosing a CDMO

Due diligence that compares like with like

Before
Vendor responses of uneven scope are scored inconsistently across reviewers.
With Sofie
Sofie scores each vendor against the same criteria, with the evidence for each score and the FDA inspection history attached.

Partner updates

Nothing lost between you and your CDMO

Before
Batch data, deviations and decisions arrive by email and live in several inboxes.
With Sofie
A program workspace keeps the partner's documents, meetings and your decisions together, and Sofie answers from all of it.
“We believe that TransferAI is the best partner to bring the power of agentic AI to support our regulatory efforts around CLD-401.”
Eric Poma, PhDCEO, Calidi Biotherapeutics

Start with one workflow.
Measure it. Then expand.

In a working session we choose a priority workflow, define your standards and review points, and agree how to measure speed, quality and capacity. Then you evaluate Sofie's work before deciding whether to expand.