The intelligence layer for your existing IVF lab

Fewer cycles, better outcomes

Hardware-agnostic AI software that automates sperm tracking, embryo grading, and pregnancy prediction to eliminate manual error and Subjective Variability.

Request a 5-Minute Lab Demo Explore Our Multi-Modal Core ↓

Problem

The Lab Bottleneck: High Variance & Heavy Costs

IVF fails over 50% of the time because picking cells still relies on manual human checking under a microscope. This creates an immediate operational constraint on every lab.

Two embryologists at microscopes grade the same embryo and reach different scores, 4AA and 3BB, shown side by side on a wall monitor.

Subjective Variability

Manual visual scoring creates an immediate, unchecked operational variance in embryo grading between different clinics and embryologists.

> 50% of IVF cycles fail

An embryologist sits back from her laboratory microscope with her eyes closed, glasses in hand, pressing the bridge of her nose.

Human Fatigue & Error

Tracking fast-moving cells under strict laboratory time limits makes the daily process highly prone to eye fatigue and microscopic misclassifications.

manual · time-boxed

An embryologist stands at the sealed glass of a restricted embryology lab, one hand flat against the pane, looking in at a time-lapse incubator.

The ₹1 Crore Barrier

Existing Western AI alternatives exist, but they are locked behind closed hardware incubators costing ₹1,00,00,000, pricing out 90% of local clinics.

90% of clinics priced out

Product

Lab Precision & Decision Support

Forlivf is a pure software-only operating layer. We plug instantly into standard microscope cameras to convert manual visual fatigue into objective, data-backed oversight.

A blastocyst micrograph with its three graded structures called out: Inner Cell Mass — cell count and compaction, Trophectoderm — layer uniformity and density, and Zona Pellucida — thickness and integrity.

Explainable Embryo Grading

In development

Pixel-precise semantic segmentation automatically maps the geometric boundaries of sub-micron cell layers, replacing subjective human visual bias with hard structural data.

Sperm cells under high magnification, each inside a tracking bracket — one annotated Velocity Tracked — linear vectors per cell, another Optimal Cell — selected in milliseconds.

Automated Gamete Precision

In development

Computer vision calculates precise linear velocity vectors through high-magnification motion blur, instantly isolating optimal cells for ICSI procedures and removing manual checking errors.

Explore the product →

The Predictive Horizon: Multi-Modal Data Fusion

We are building past static 2D grading. Forlivf is engineered to track the complete biological chain of custody from gametes directly to live birth outcomes.

A blastocyst micrograph under a triangulated geometric mesh, annotated Structural Read — geometry only, no biopsy — and Confidence Score — chromosomal health estimate.

in development

Image-Based Non-Invasive PGT-A Proxy

Advanced deep-learning networks evaluate embryo cell structural geometry to generate a non-invasive chromosomal health and genetic confidence score, completely bypassing expensive, invasive cell biopsies.

inputs: cell structural geometry only

A blastocyst micrograph with leader lines fanning out to four inputs — Geometry, AMH, Age and Cycle History — which converge again on a single Success Probability readout.

in development

Multi-Modal Live Birth Engine

Our predictive analytics engine marries cell structural geometry with maternal clinical factors—such as AMH levels, age, BMI, and previous cycle failures—to generate an automated, high-confidence pregnancy success probability rate.

inputs: geometry · AMH · age · BMI · cycle history

Pricing

Free to set up.
Billed only per cycle.

The per-cycle fee sits on the patient’s treatment bill, so Forlivf costs the hospital owner nothing.

To get started

₹0

No contract minimum

Software licence — every module, no tiers
Onboarding and EMR integration — handled by our team
Staff training — on-site, for the whole lab
Updates and support — for as long as you run
Capital equipment — none required

Nothing to sign, nothing to install, nothing to buy.

Only ongoing cost

Then, per treatment cycle

Flat rate

same every cycle

No charge for cancelled cycles
Same rate at any volume

The fee is added to the patient’s out-of-pocket bill and remitted by the clinic. Nothing leaves the hospital’s own margin.

Cycle is run

Your lab uses Forlivf as normal.

Fee joins the bill

A flat line item on the patient's invoice.

Clinic nets zero

You remit what you collected, no spread.

Questions

The four we are asked before every install.

Request a demo

No. Installation, EMR integration, staff training and the software licence are all free, and there is no contract minimum. The per-cycle fee is the only line Forlivf ever bills.

You are billed nothing. There is no platform fee and no minimum, so a quiet month costs the lab exactly what a closed month would.

No. Forlivf is software only and runs on the microscope camera and workstation the lab already owns. No incubator, no capital purchase.

It appears as a flat line item on the patient's out-of-pocket treatment bill. The clinic collects it alongside the rest of the invoice and remits it — nothing is taken out of the hospital's own margin.

talk to us about volume pricing

Team

Execution Velocity Backed by Clinical Access

Akhil Vulli

Product Design & Engineering Core

co-founder

Builds the end-to-end computer vision infrastructure, the 5-part micro-detailing segmentation models, and the live interactive software operating system.

Sujith Raparthi

Clinical Collaborations & Partnerships