Technology Company · United States

Technology for the work that can’t be wrong.

ConEcomAI builds intelligence that earns regulatory trust — across drug discovery, clinical development, and the systems that carry science from the lab to the people it serves. We turn fragmented, high-stakes data into structured, defensible, decision-ready outcomes.

Flagship Practice

Life Sciences & Biotech

A research-and-development practice building the verification, generation, and decision-integrity layer for modern biotech — engineered to run where the science lives.

Biotech doesn’t buy software. It buys confidence, auditability, and regulatory acceptance — and it cannot let its most valuable data leave the building to get them.
Product Development
BioAuditIQ
Scientific decision integrity
The current state
Research, biomarker, and target decisions are made on packages no one has independently checked — and the cost of advancing the wrong one is measured in years and millions.
The outcome
An independent integrity layer that examines the data, the conclusions, and the regulatory package together — surfacing what was missed before a program commits to it. Runs entirely within the organization.
TrialStat
Clinical evidence, generation-ready
The current state
The statistical outputs every submission depends on remain slow, specialist-bound, and expensive to produce — a bottleneck between trial data and regulatory readiness.
The outcome
Trial data becomes submission-ready evidence — the analyses, tables, and reporting regulators expect, generated on demand and fully audit-traceable, without the programming overhead. Patient data never leaves the company.
LabBridge
Data, made analysis-ready
The current state
Scientific data arrives fragmented across instruments, systems, and formats — and the effort to reconcile it consumes the time meant for discovery.
The outcome
One clean, structured, analysis-ready foundation — reconciled locally, with a complete record of every transformation. The groundwork the entire pipeline depends on, done once and done defensibly.
Digital Health
Vrymo
Allergy-aware family meal planning
One dinner the whole household can share — planned around every allergy, restriction, and preference at the table, with the risks worth a second look surfaced before the meal. The system guides; the parent decides.
VryNexo
Family elder-care awareness
Turns the device a parent already wears into quiet reassurance — recognizing when an ordinary day goes unexpectedly still and giving the family a clear, gentle signal that now is the moment to reach out.
Active Practice

Life Sciences Technology Advisory

Enterprise technology, AI orchestration, and regulatory strategy for PE-backed, pre-IPO, and growth-stage biotech and pharma — from research through commercial launch.

12+ weeks
cut from time-to-audit-readiness through operating models, security architecture, and control frameworks built from the ground up
$20M+
in technology investment aligned to milestone-driven capital strategy, Series B through pre-commercialization
First attempt
clients clear regulatory and investor due diligence on governance covering data integrity and validated systems
Also Engineered by ConEcomAI

Proprietary platforms across other regulated markets

The same discipline — structured data, defensible architecture, regulatory-grade control — applied beyond life sciences.