Buying signals do not arrive as CRM tasks
Funding, hiring, trial movement, conference comments, policy changes, and competitor activity show up in the market first.
The reasoning layer for life sciences commercial teams
Act on the right buying moments before they slip past.
ARIA watches the market and your accounts, then prepares sourced briefs, drafts, and CRM updates for you to approve.
That is one workflow on the ARIA platform. Teams also run meeting prep, debriefs, email replies, and workflows built around their own process, all on one shared reasoning layer.
- SourcedEvidence on every claim
- ApprovedNothing sends on its own
- No stack changeRuns on the systems you have
Apollo
Databricks
Gmail
Outlook
Slack
Teams
Logos are trademarks of their respective owners, shown to indicate compatibility. They do not imply endorsement or partnership.
Good accounts move before your CRM shows a task.
ARIA is built for the window between a market event and the moment a commercial team is ready to act.
The buyer often has a shortlist before your team notices
A rep may eventually find the event, but the first outreach window has already passed.
Commercial leaders need evidence before they let AI act
The team needs the source, account context, recommended next step, and a clear approval path.
Account context walks out the door
The real story lives in rep notes, inboxes, calls, and individual memory, so turnover and reorgs erase useful commercial knowledge.
Typical miss
A funded program starts looking for manufacturing partners Monday. A competitor calls Tuesday. Your team finds it in next week's pipeline review.
See it work
A live deal, with the technical wedge to win it.
Your firm, your modality, your region. ARIA finds a live commercial opening, reasons the technical wedge to win it, and stages the outreach.
Reasoning trace
- Point ARIA at your firm and run. It finds a real recruiting program and prepares the read here, each step sourced.
Sourced where a source exists · held back where none does
Prepared readTriangulated
Prepared for your firm
Win the right programs
Point ARIA at your firm and run. A real recruiting Phase-2 sponsor, the manufacturing thesis, and your first-call question compose in right here, every claim sourced.
CDMO business development
The right programs, not more leads.
ARIA scores fresh raises, phase changes, and de-risking sponsors against your capability and open capacity, then drafts the outreach.
ARIA watches
Funding event
A target biotech raises or extends runway before your BD team knows to reach out.
Phase change
A lead program advances and the sponsor starts pressure-testing manufacturing capacity.
New CMC owner
A new technical decision-maker resets vendor preference and partner selection.
Supply-chain de-risking
A sponsor starts reducing dependence on one geography or one incumbent CDMO.
ARIA prepares
Program-fit briefCapacity-timed outreachCRM opportunity note
You approve
Every claim sourced. Nothing sends on its own.
Bioprocessing equipment and consumables
Place instruments ahead of the curve.
ARIA flags the funded programs that are scaling, and surfaces competitive moves on your installed base before they cost you a reorder.
ARIA watches
Spec-in window
A process characterized on your platform tends to scale on it. The vendor is chosen when the URS is written, not at the PO.
Competitor quote
A rival appears in an installed-base account before your rep knows the account is evaluating.
Reorder window
Consumable pull-through starts to slip across sites before renewal risk shows in CRM.
Capacity expansion
A facility or suite expansion creates equipment demand before the budget is public.
ARIA prepares
Equipment-fit briefCompetitive save motionRep-ready talk track
You approve
Every claim sourced. Nothing sends on its own.
Reagent and specialty suppliers
Nobody announces they're switching.
ARIA finds where that budget sits, flags substitution risk before reorder volume drops, and prepares the account-specific reason to call.
ARIA watches
Grant cycle
A lab or diagnostics group gets funded and reagent demand moves before the team sees a purchase signal.
Spec-in window
A program in development locks its materials in early, often by Phase 1. The reagent validated now rides the program.
Substitution risk
A key account starts comparing alternative reagents before reorder volume drops.
Budget window
A lab has active spend now, while broader market demand still looks soft.
ARIA prepares
Account-specific reason to callReorder defense noteBudget-window outreach
You approve
Every claim sourced. Nothing sends on its own.
Life sciences consultants
Be the first call, not the second opinion.
ARIA tracks partner movement, buyer changes, and competitive context across the sponsors you serve, and turns it into a sourced brief or client update.
ARIA watches
Partner search
A sponsor begins comparing CDMO, tools, or supply partners before the shortlist is visible.
Portfolio movement
A company you cover changes phase, funding, buyer, or manufacturing plan.
New decision-maker
A new BD, CMC, or strategy owner changes who should be reached.
Competitive move
A competitor, partner, or supplier changes the account landscape.
ARIA prepares
Sourced partner briefAccount context readoutClient follow-up draft
You approve
Every claim sourced. Nothing sends on its own.
The reasoning layer across your stack.
ARIA connects your systems and the outside market, reasons over both, and presents finished work for approval, wherever your team already works.
How the reasoning layer works: ARIA reads external market signals (such as PubMed, FDA filings, ClinicalTrials.gov, PitchBook, ZoomInfo, LinkedIn, earnings calls, and competitor web) alongside the systems you already run (CRM such as Salesforce or HubSpot, email, calendar, Gong, and Clari). It reasons over both, learning from every approval, and stages finished work for human review: account briefs, draft outreach, proposals, CRM notes, and next-action tasks, presented wherever your team already works, in Outlook, Gmail, Slack, Teams, meetings, calls, or the browser. Nothing sends until a person approves it.
External signals · any dataset
PubMedFDA filingsClinicalTrials.govPitchBookZoomInfoLinkedInEarnings callsCompetitor webGlobalData
+ licensed and your private datasets, on the systems you already run.
Reasoning layer
ARIA
↻ learns every pass
Executed work · segment-tuned
All segments
Account brief
Sourced, ready to review
All segments
Draft outreach
Science-referenced
CDMO
Proposals
with guardrails
Consumables
Standing orders
reorder follow-up
Equipment
Install-base tracking
coverage and risk
All segments
CRM update
auto-logged opportunity
Presented in Outlook, Gmail, Slack, Teams, Zoom, Meet, phone, text, or browser. Nothing sends on its own.
Why ARIA
Not a chatbot. Not another agent bolted onto one system.
Each tool is great at its own job. For catching the buying moment and preparing the work to act on it, ARIA is built for a different one.
What it does
Horizontal chat AI
CRM / platform agents
ARIA
Open-ended Q&A and content drafting
Yes
Limited
Limited
Deep automation inside one platform
No
Yes
Limited
Watches the outside market for buying moments
No
No
Yes
Knows your live accounts (CRM, email, calendar)
Limited
Yes
Yes
Reasons over the market and your accounts together
Limited
No
Yes
Prepares sourced, cited briefs and outreach
Limited
Limited
Yes
Human approval and an audit trail in the flow
No
Limited
Yes
Retains reasoning and context across staff and org changes
No
Limited
Yes
Built for life-sciences commercial teams
No
No
Yes
Yes Limited No
Categories shown for orientation. Product names are examples, not a feature-by-feature comparison.
Design partnership
Land with Sales or BD. Prove it for Commercial Ops.
One quarter, building real workflows rather than running a demonstration. ARIA catches useful work, prepares the action, shows the control path, and we measure the work created, not transformation claims.
How the quarter runs
- 01
Bring your accounts
The Sales or BD motion where missed timing matters: target accounts, territory, installed base, or partner list.
- 02
Connect the systems
Add the context ARIA needs: CRM, email, calendar, call notes, and signal sources.
- 03
Review first signals
Sales and BD review the first useful moments. Commercial Ops inspects sources, controls, and CRM fit.
- 04
Approve the work
ARIA stages drafts, briefs, updates, and next actions. Your team approves before anything goes out.
What we need a target list or territory, the systems to read, and the workflow you want proved first.·You get back missed signals, source trail, staged actions, CRM notes, and the approval path your team can inspect.
What it provesthe work the run produces, measured on your data
Partnership readout
Empty until your first workflow fills it
Useful signals surfaced
Your number
How many account-specific moments were worth a human review.
Actions approved
Your number
How many briefs, drafts, CRM notes, or tasks your team accepted.
Accounts revived
Your number
Which dormant or slipping accounts became worth re-engaging.
CRM updates created
Your number
What ARIA prepared for the system of record after approval.
Replies or meetings generated
Your number
Whether approved actions created commercial movement.
False positives rejected
Your number
What ARIA learned from signals your team dismissed.
Built for regulated life sciences buyers.
The controls are part of the product, not a slide at the end of the sales process.
Sourced and traceable
Every output keeps the evidence attached so the team can inspect the recommendation.
Human-approved
Nothing goes out without a person's yes, and every action is logged and reversible.
Permissioned access
Start with the systems and scopes needed for the first workflow. Expand only when the workflow earns trust.
Enterprise path
Designed for auditability, controlled writeback, and the security review regulated buyers expect.
Run it on your data
See what ARIA would have caught.
Bring 20 target accounts, a territory, or an installed-base list. We will return the missed signals, source trail, account readout, and prepared actions before asking you to change how your team works.
Start with zero friction. Compound from there.
No new platform, no migration, no training. Prove one workflow, then compound across motions, functions, and finally a platform you run yourself.
Runs on what you already have
Nostack change
Nomigration
Notraining
You never pick the model, either. ARIA runs every LLM and routes to the best, so every new release reaches your team automatically. Nothing to switch, no one to retrain.
01
Subscribe
Prove one motion
Signal to approved action
02
Add workflows
Pick from our library, or we build yours
Meeting IntelligenceForecastingEmail ManagementAccount PlanningYour specific workflow
03
Add functions
Expand across the commercial org
MarketingCommercial OperationsCommercial FinanceYour specific function
Where it can go
Your own ARIA platform
On your serversTrained on your data and approved workWith our team embedded
Built by someone who has lived it.
I spent more than a decade in life sciences commercial roles, watching CRM miss the moment between a market signal and the work a rep needed next. ARIA is built for that gap: catch what matters, prepare the work, and leave the judgment with your team.
10+ years
Life sciences commercial work
Built for
CDMO, equipment, reagent, biotech, and consulting teams
Operating rule
Nothing goes out until a human approves it
What buyers ask before a design partnership.
What is ARIA?
ARIA is the reasoning layer for life sciences commercial teams, built by LuminOne. It watches your market and accounts, reasons over the signals, and prepares commercial work for your approval.
How is ARIA different from ChatGPT or Claude?
Those wait to be asked and know nothing about your domain. ARIA acts without being asked, is built for life sciences commercial, and shows its sources with every output staged for your approval.
Does ARIA send things on its own?
No. ARIA prepares the work and a person approves it before anything goes out. Every action is logged and reversible.
What systems does ARIA work with?
ARIA connects across the commercial, collaboration, and data systems your team already uses, including your CRM, email, and calendar.
Is my data secure?
We do not train or fine tune our models on your data. If you ask for a customer specific fine tuned model, we build it using only your data, and it is used only for you. Each customer's data is firewalled so no one else can see it. Your data is stored in your own country, which today means the United States. You stay in control: ARIA reads only the systems you grant, writes back only after you approve, and every action is logged and reversible.
What happens when people leave or the org changes?
It stays with the company, not in someone's head or inbox. ARIA keeps what it caught, why it mattered, and the work your team approved. So turnover, M&A, and territory changes don't erase it.
Who is ARIA for?
Life sciences commercial teams: CDMOs, bioprocessing equipment and consumables makers, reagent suppliers, and life sciences consultants. The first user is usually Sales or BD, with Commercial Ops involved where controls, data, and workflow ownership matter.
Put ARIA on your accounts.
One workflow, your systems, your team's approval. Book a short walkthrough and see your first pass.