Phyvant/For Biotech

Your biotech’s own intelligence.

Most biotech AI is a generic model on rent, and it guesses. Phyvant is the opposite: a custom intelligence built on how your lab actually works. Deterministic, cited to your own data, and yours to keep. It runs the surfaces you need, from inventory to analysis to operations.

app.phyvant.com · your-colive

Deterministic · Cited

Operations / Batch Record Review

Lot 22B · release reviewRun 18

Operator A. ChenStarted 09:12Elapsed 8.7 s6 / 6 steps

✓Reconcile QC results against batch record0.6 sauto

✓Check every reading against spec limits1.2 sauto

✓Verify reagent lots in date0.4 sauto

✓Confirm equipment calibration current0.5 sauto

✓Cross-check operator sign-offs0.3 sauto

!Flag deviations for review—1 routed

RecommendationRelease · conditional

All 248 in-process checks pass against the batch record and spec v3. One minor fill-weight deviation at step 4 sits inside the validated range and is routed to QA. Recommend conditional release pending QA sign-off.

Checks passed248 / 248

Spec match100%

Deviations1 minor · in range

Operator sign-offs3 / 3

Cited fromBatch 22BQC logSpec v3SOP-114 §3Lot L-2241

First run · 4 hrsNow · 9 min · 0 deviations missed in 18 runs

Click a surface in Your intelligence to see what one intelligence runs.

Three things a generic tool can’t promise.

Built for your lab

Protocols

Your data

SOPs

→

Yours alone

Generic model · same for everyone

Custom-built, not configured.

Built from your protocols, your data, and your team’s judgment. A generic tool gives every lab the same answers; yours only exists because of how your lab works.

Same input, same output

Run 16identical

Run 17identical

Run 18identical

Deterministic by design.

Repeated work runs as a fixed procedure. The same input gives the same output, every single time, so a result is reproducible and defensible.

Cited, or withheld

Batch 22BQC log✓ cited

no source · withheld

It never guesses.

Every answer is traced to a source record. No source, no answer. It never invents a number, a lot, or a result.

An intelligence you own. Not a model you rent.

A generic AI gives every lab the same answers and leaves you with nothing when the contract ends. Phyvant runs inside your own perimeter; your sequences, assays, and IP never leave it and are never used to train anyone else’s model. The intelligence only exists because of how your lab works, the asset is yours to keep even if you ever walk away, and the more your team uses it, the sharper it gets.

your-co · perimeter

Phyvant intelligence

Built for your lab alone

Sequences

Assay data

Protocols

Nothing crosses the boundaryNo exfiltration

One intelligence. Every surface your lab needs.

These are the surfaces biotechs reach for first. Yours takes the shape your work needs, not a fixed feature list you have to bend around.

InventoryReorder 2

Item · LotStatus

Anti-CD3 mAb · L-2241low

RPMI-1640 · M-0892in date

Taq polymerase · E-5520reorder

Cas9 protein · P-1190in date

Pipette tips · 200 µLreorder

Never blocked by an empty shelf.

Every reagent, sample, and lot tracked live across sites, so a run is never held up and nothing expires unnoticed.

Data analysiscited

↻ Reuse on another program

Answers from your own data.

Ask anything and get an answer cited to the record. Validate an analysis once, then reuse it on the next program instead of rebuilding it.

OperationsRun 18

✓Reconcile resultsauto

✓Check spec limitsauto

✓Verify reagent lotsauto

!Flag deviations1 routed

Same result, every run · every step logged

Recurring work, run the same way.

Review, reconciliation, and release encoded as procedures that come out the same every time and log every step.

+ and the workflows unique to your lab.

Common questions about your biotech’s AI.

Phyvant is a custom-built AI platform for biotech. It gives your lab its own intelligence for inventory management, data analysis, and operations, built from your own protocols and data, running inside your perimeter, with every answer cited to source. Unlike a generic AI subscription, the intelligence is yours to keep.

Yes. Phyvant’s inventory management platform tracks every reagent, sample, cell line, and lot live across freezers and sites, with stock and expiry visibility, and drafts reorders before a run is blocked, so nothing runs out or expires unnoticed.

Phyvant does not improvise. Every answer is traced to a source record in your own data, and if the source is not there it says so instead of inventing a number, a lot, or a result. Because repeated work runs as a fixed, deterministic procedure, the same question returns the same answer every time.

A deterministic AI workflow is one that runs as a fixed procedure, so the same input produces the same output every time. Phyvant encodes your recurring lab and operations work this way, which makes results reproducible, defensible, and audit-ready, unlike a generic AI chatbot that can answer differently on each run.

Yes. Once you validate an analysis for one program, Phyvant’s data analyst platform clones it to the next and you adjust only what differs. A workflow proven in one indication becomes the starting point for the next instead of being rebuilt from scratch.

It is custom-built. Phyvant’s intelligence is built from your protocols, your data, and how your team works, not a one-size model with your logo on it. That is the core difference: a generic tool gives every lab the same answers, while yours only exists because of how your lab works.

You own the intelligence. The documented procedures and captured judgment, how your lab runs inventory, analysis, and operations encoded, are an asset you keep and reuse even if you stop working with Phyvant. It is not a rented model that leaves you with nothing.

Yes. Phyvant runs inside your own environment or on-premise, in your own VPC. Your sequences, assays, and IP never leave your perimeter and are never used to train anyone else’s model, and every answer is cited to its source.

Yes. Every procedure runs the same way every time and every step is logged, so a result is reproducible and defensible. When QA, a reviewer, or a regulator asks how a number was reached, the full cited trail is there.

No. Phyvant builds and maintains the platforms, and your scientists and operators keep working the way they already do. The intelligence gets sharper the more your team uses it.

Build the intelligence once. Keep it for good.

We stand up your first surfaces in weeks, on an intelligence built for your science and owned by you.

Deployed with America’s largest private company

Read case study

Deployed with America’s largest private company Read case study

Phyvant/For Biotech

Your biotech’s own intelligence.

app.phyvant.com · your-colive

Deterministic · Cited

Operations / Batch Record Review

Lot 22B · release reviewRun 18

Operator A. ChenStarted 09:12Elapsed 8.7 s6 / 6 steps

✓Reconcile QC results against batch record0.6 sauto

✓Check every reading against spec limits1.2 sauto

✓Verify reagent lots in date0.4 sauto

✓Confirm equipment calibration current0.5 sauto

✓Cross-check operator sign-offs0.3 sauto

!Flag deviations for review—1 routed

RecommendationRelease · conditional

Checks passed248 / 248

Spec match100%

Deviations1 minor · in range

Operator sign-offs3 / 3

Cited fromBatch 22BQC logSpec v3SOP-114 §3Lot L-2241

First run · 4 hrsNow · 9 min · 0 deviations missed in 18 runs

Click a surface in Your intelligence to see what one intelligence runs.

Three things a generic tool can’t promise.

Built for your lab

Protocols

Your data

SOPs

→

Yours alone

Generic model · same for everyone

Custom-built, not configured.

Built from your protocols, your data, and your team’s judgment. A generic tool gives every lab the same answers; yours only exists because of how your lab works.

Same input, same output

Run 16identical

Run 17identical

Run 18identical

Deterministic by design.

Repeated work runs as a fixed procedure. The same input gives the same output, every single time, so a result is reproducible and defensible.

Cited, or withheld

Batch 22BQC log✓ cited

no source · withheld

It never guesses.

Every answer is traced to a source record. No source, no answer. It never invents a number, a lot, or a result.

An intelligence you own. Not a model you rent.

your-co · perimeter

Phyvant intelligence

Built for your lab alone

Sequences

Assay data

Protocols

Nothing crosses the boundaryNo exfiltration

One intelligence. Every surface your lab needs.

These are the surfaces biotechs reach for first. Yours takes the shape your work needs, not a fixed feature list you have to bend around.

InventoryReorder 2

Item · LotStatus

Anti-CD3 mAb · L-2241low

RPMI-1640 · M-0892in date

Taq polymerase · E-5520reorder

Cas9 protein · P-1190in date

Pipette tips · 200 µLreorder

Never blocked by an empty shelf.

Every reagent, sample, and lot tracked live across sites, so a run is never held up and nothing expires unnoticed.

Data analysiscited

↻ Reuse on another program

Answers from your own data.

Ask anything and get an answer cited to the record. Validate an analysis once, then reuse it on the next program instead of rebuilding it.

OperationsRun 18

✓Reconcile resultsauto

✓Check spec limitsauto

✓Verify reagent lotsauto

!Flag deviations1 routed

Same result, every run · every step logged

Recurring work, run the same way.

Review, reconciliation, and release encoded as procedures that come out the same every time and log every step.

+ and the workflows unique to your lab.

Common questions about your biotech’s AI.

No. Phyvant builds and maintains the platforms, and your scientists and operators keep working the way they already do. The intelligence gets sharper the more your team uses it.

Build the intelligence once. Keep it for good.

We stand up your first surfaces in weeks, on an intelligence built for your science and owned by you.

Your biotech’s own intelligence.

Three things a generic tool can’t promise.

Custom-built, not configured.

Deterministic by design.

It never guesses.

An intelligence you own. Not a model you rent.

One intelligence. Every surface your lab needs.

Never blocked by an empty shelf.

Answers from your own data.

Recurring work, run the same way.

Common questions about your biotech’s AI.

What is Phyvant for biotech?

Can AI manage lab inventory and reagents?

How does Phyvant prevent AI hallucinations?

What are deterministic AI workflows?

Can I reuse a data analysis workflow across programs or from one disease to another?

Is the AI custom-built for our biotech or a generic model?

Do we own the AI, and what happens if we leave Phyvant?

Is our data and IP kept private and secure?

Is Phyvant audit-ready for GxP, QA, and regulators?

Do we need a data-science team to use it?

Build the intelligence once. Keep it for good.

Your biotech’s own intelligence.

Three things a generic tool can’t promise.

Custom-built, not configured.

Deterministic by design.

It never guesses.

An intelligence you own. Not a model you rent.

One intelligence. Every surface your lab needs.

Never blocked by an empty shelf.

Answers from your own data.

Recurring work, run the same way.

Common questions about your biotech’s AI.

What is Phyvant for biotech?

Can AI manage lab inventory and reagents?

How does Phyvant prevent AI hallucinations?

What are deterministic AI workflows?

Can I reuse a data analysis workflow across programs or from one disease to another?

Is the AI custom-built for our biotech or a generic model?

Do we own the AI, and what happens if we leave Phyvant?

Is our data and IP kept private and secure?

Is Phyvant audit-ready for GxP, QA, and regulators?

Do we need a data-science team to use it?

Build the intelligence once. Keep it for good.