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ArcheSell is the AI-native CRM that learns how your company wins — and puts that intelligence to work.
Good morning, Marcus. Here's where you stand.
- Quota attainment
- 82%
- Remaining gap
- $400K
- Pipeline coverage
- 3.5×
Coverage is enough for the gap, so today is about protecting the book and advancing the two deals closest to a buyer milestone. Here’s the work, in the order I’d take it, starting with what’s waiting on you.
Draft follow-upTetraScience · Outreach$210KWaiting on youDiscovery held, follow-up unanswered — nudge while it’s warm
Dana Whitfield · Draft, not sent
Prep the governance walkthroughConfluent · Meeting prepThe review left governance open — the walkthrough is at 11:00
Research Datadog before the first emailDatadog · ResearchStrong fit, never contacted, and nobody mapped yet
Where would you like to start?
Your revenue team shouldn’t have to be the integration layer.
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Sellers spend too much time keeping the CRM up to date.
Researching customers, entering data, updating CRM and reconstructing what happened.
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Customer context stays fragmented.
Important context lives across data tools, signals, emails, meetings and people.
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Leaders still have to reconstruct the truth.
Which opportunities are real, where risk is building, and what the team should do next.
Traditional CRMs run on manual entry.
Every field, contact and call note waits for a rep to type it in, and what isn’t logged is lost.
ArcheSell keeps the record for you.
Scout researches the account, logs meetings and email, and keeps the record current, so your team can focus on selling.
TetraScience
Prospecttetrascience.com ·Boston, MA·Lab automation
TetraScience runs a scientific data cloud that connects lab instruments and harmonizes R&D data for analytics and AI across biopharma. They sell into mid-market and enterprise life-sciences orgs and are scaling their go-to-market team.
Account team
Marcus TianOwner
Priya Nair
Lena Cho
Scout’s Assessment
A fresh buying mandate just landed — but no champion yet.
A mandate this fresh gets shaped in its first weeks — and it is being shaped without you.
In conversationWorth pursuing nowConfidenceHigh
Scout’s Move
Reach out to Dana Whitfield about reporting consistency
Dana WhitfieldBest entryVP SalesThe only contact here who has actually met us — coverage is 1 of 5 roles.
Scout’s reading of this business — not the company’s own record.
Business profile
Scientific data platform serving life-science R&D organizations. Enterprise SaaS that unifies fragmented laboratory data — instrument output, ELN records and analysis files — so research teams stop reconciling spreadsheets before they can ask a question of their own data. Revenue is annual subscription, priced per seat and tiered on data volume and connector count, and its enterprise motion typically involves technical evaluation by IT alongside the R&D sponsor.
How it operates
- Customers
Life-sciences R&D teams
- Products
Scientific data cloud harmonizing instrument + R&D data
- Revenue Model
Annual SaaS subscription priced per seat, with usage tiers on data volume and connector count
- GTM Motion
Outbound, exec-led
- Competitive Position
Displacing a mix of point tools, homegrown scripts and spreadsheets, usually against an incumbent LIMS vendor with entrenched lab admins and a long renewal cycle
Company priorities
3- Make instrument data usable by scientific AIHigh confidence
Publicly statedProduct announcement — scientific AI platformApr 2026
- Widen the instrument and ELN connector libraryHigh confidence
Publicly statedCompany website — integrationsJun 2026
- Reach GxP-validated deployments without customer engineeringVerify
Externally inferredCareers page — validation and quality rolesMar 2026
Sources: Company announcement · Company website · Hiring signal
What Scout knows about TetraScience has changed recently.
Find. Know. Win.
The work that moves revenue — without rebuilding the picture yourself.
Find.
Start with the accounts most like your best customers.
Your company’s own winning patterns, plus company, people and market signals, surface the accounts worth attention — with the reasons they stand out.
Leads
Scout found companies worth reviewing| Company | Lead Score | Why it matters | Suggested entry | Found |
|---|---|---|---|---|
 ClickHouseStrong fit for AI infrastructure | Lead Score 93, Work first, high confidence | Looks like 3 winsSeries C |  Sarah ChenVP Data Platform | 2d |
 ChainguardStrong fit for AI infrastructure | Lead Score 90, Work first, high confidence | Strong ICPNew CISO |  Nils AasenHead of Platform Security | 4d |
 AbridgeStrong fit for Biotech labs | Lead Score 87, Work first, high confidence | Looks like 2 winsSeries D |  Tessa MoreauVP Clinical Data | 1w |
 GXO LogisticsStrong fit for Mid-market logistics | Lead Score 86, Work first, high confidence | Strong ICPNew CIO |  Curtis NwabaVP Supply Chain Systems | 1w |
 RecursionStrong fit for Biotech labs | Lead Score 58, Review, high confidence | Looks like 2 wins | No entry person yetVP Research Informatics | 6d |
 Sigma ComputingModerate fit for AI infrastructure | Lead Score 47, Review, high confidence | Moderate ICP | No entry person yetDirector of Data Engineering | 1w |
 Bright MachinesModerate fit for Mid-market logistics | Lead Score 46, Review, medium confidence | Moderate ICP | No entry person yetDirector of Manufacturing Systems | 2w |
 Newfront700 · Insurance Brokerage | Lead Score 46, Review, high confidence | Moderate ICP | No entry person yetHead of Revenue Operations | 2w |
ClickHouse
350 employees · Data Platform
Portland, OR Found jun 30
Scout recommends: Pursue
Worth opening. ClickHouse is the closest match in the market to three deals you have already won, and they raised six weeks ago.
- Why this company
- Strong ICP · looks like 3 recent wins
- Why now
- Series C raised six weeks ago · May 21
Deals like this
Based on your ICP · Your primary ICP
Customers like this
GitLab · DevTools · 1,000–5,000 people · North America
“Their revenue team consolidated four reporting tools into one governed view, and stopped rebuilding the same pipeline report every Monday.”
Fastly · Cloud Infrastructure · 1,000–5,000 people · North America
“Reps stopped keeping a private spreadsheet beside the CRM once the account view carried the same numbers their manager was reading.”
Who to start with
Sarah Chen · VP Data PlatformBest entry
Suggested: vp data platform — In all three comparable wins the first real conversation was with the platform owner, not the CTO
Know.
Stop rebuilding the customer picture by hand.
Emails, meetings, activities and signals keep customer context current as work happens — a revenue record that maintains itself.
TetraScience
Prospecttetrascience.com ·Boston, MA·Lab automation
TetraScience runs a scientific data cloud that connects lab instruments and harmonizes R&D data for analytics and AI across biopharma. They sell into mid-market and enterprise life-sciences orgs and are scaling their go-to-market team.
Account team
- Marcus TianOwner
- Priya Nair
- Lena Cho
Scout’s Assessment
A fresh buying mandate just landed — but no champion yet.
A mandate this fresh gets shaped in its first weeks — and it is being shaped without you.
In conversationWorth pursuing nowConfidenceHigh
Scout’s Move
Reach out to Dana Whitfield about reporting consistency
Dana WhitfieldBest entryVP SalesThe only contact here who has actually met us — coverage is 1 of 5 roles.
Scout’s reading of this business — not the company’s own record.
Business profile
Scientific data platform serving life-science R&D organizations. Enterprise SaaS that unifies fragmented laboratory data — instrument output, ELN records and analysis files — so research teams stop reconciling spreadsheets before they can ask a question of their own data. Revenue is annual subscription, priced per seat and tiered on data volume and connector count, and its enterprise motion typically involves technical evaluation by IT alongside the R&D sponsor.
How it operates
- Customers
Life-sciences R&D teams
- Products
Scientific data cloud harmonizing instrument + R&D data
- Revenue Model
Annual SaaS subscription priced per seat, with usage tiers on data volume and connector count
- GTM Motion
Outbound, exec-led
- Competitive Position
Displacing a mix of point tools, homegrown scripts and spreadsheets, usually against an incumbent LIMS vendor with entrenched lab admins and a long renewal cycle
Company priorities
3- Make instrument data usable by scientific AIHigh confidence
Publicly statedProduct announcement — scientific AI platformApr 2026
- Widen the instrument and ELN connector libraryHigh confidence
Publicly statedCompany website — integrationsJun 2026
- Reach GxP-validated deployments without customer engineeringVerify
Externally inferredCareers page — validation and quality rolesMar 2026
Sources: Company announcement · Company website · Hiring signal
What Scout knows about TetraScience has changed recently.
Win.
Move opportunities on what actually changed.
People, interactions, coverage and risk stay current on every deal — so a pipeline review reads the picture instead of rebuilding it.
Clinical rollout
OpenProvidence·New logo
Marcus TianYouScout’s Assessment
Consensus stalled and the June 26 close date has already passed.
The champion left on June 5 and no replacement sponsor has been named.
Scout’s Move
Introduce Elena Fisk
She inherited Priya’s portfolio on Jun 22 and has never seen this. Lead with the four-hospital scope Tomas already agreed.
Why this deal
No deal context captured yet.
Add what the customer is trying to change, and why it matters now.
What changed
Elena Fisk detected as a candidate Champion10d- Champion departure detected —
Priya Raman27d - Close date movedMay 29Jun 262mo
Open issues
Shared context for your team and Scout.
ArcheSell brings customer data, interactions, company knowledge and market signals into a shared Revenue Brain. Customer context stays current once — and both your team and Scout work from it.
- Data · Signals · Interactions · Knowledge
- Revenue Brain
- Your Team + Scout
- Find · Know · Win
Meet Scout, your Digital Sales Teammate.
Scout starts with the customer and opportunity context your team already works from.
Every judgment shows its work.
Evidence, confidence and human control are built into how ArcheSell reasons and acts.
TetraScience
Prospecttetrascience.com ·Boston, MA·Lab automation
TetraScience runs a scientific data cloud that connects lab instruments and harmonizes R&D data for analytics and AI across biopharma. They sell into mid-market and enterprise life-sciences orgs and are scaling their go-to-market team.
Account team
- Marcus TianOwner
- Priya Nair
- Lena Cho
Scout’s Assessment
A fresh buying mandate just landed — but no champion yet.
A mandate this fresh gets shaped in its first weeks — and it is being shaped without you.
In conversationWorth pursuing nowConfidenceHigh
Scout’s Move
Reach out to Dana Whitfield about reporting consistency
Dana WhitfieldBest entryVP SalesThe only contact here who has actually met us — coverage is 1 of 5 roles.
Scout’s read
TetraScience is moving in the right direction. Internal engagement is real but thin — one discovery call and two unanswered follow-ups — while outside, commercial hiring and a fresh Series B point to a team being built to buy.
The window is open now. Timing evidence is current and reinforcing.
Evidence
6
From Job postings, Crunchbase, LinkedIn· Scout looked outside 6dPoint-in-time research · Scout looks when you ask, not continuouslyIntent
1Asked to see reporting rollups across regions
Jun 19On the 22-minute discovery call, Ravi Menon asked to see how reporting rollups work across regions before looping in the VP.
Next step · Book the follow-up and bring a rollup walkthrough.
PositiveCall transcriptZoomImpact High
Engagement
1Agreed to bring in the VP Sales
Jun 19Ravi said he would loop in Dana Whitfield once he had seen the regional rollups — a next step he owns.
Next step · Give Ravi a one-pager he can forward to Dana.
PositiveCall transcriptZoomImpact High
Hiring
1Nine commercial roles opened in six weeks
Jun 24Why it matters · They are building the repeatable motion the research brief describes. A team being hired now is a team that needs the reporting rollups Ravi asked about.
platform feedJob postings
Product / Tech
1Snowflake and dbt named in their own job posts
Jun 24Why it matters · The integration story lands without a custom build, which is the fastest answer to "why not do it ourselves".
platform feedJob postings
Funding
1Series B extension closed at $80M
Jun 12Why it matters · Fresh budget behind the mandate Dana described, and it dates the mandate to within three weeks of the raise.
platform feedCrunchbase
Leadership
1A VP of Data Platform started in May
May 18Why it matters · A likely second champion, and the person who would own the rollups. Nobody on this account has contacted them.
platform feedLinkedIn
Your wins teach Scout whom to find next.
Outcomes create evidence that helps ArcheSell learn what works for your business.
Built by a team with more than 15 years of experience building enterprise CRM.