Atlas hires a VP of Data who ran your platform beforeLinkedInOwnershipPersistent open-web intelligence
for teams and agents.
Put any objective under continuous surveillance. Mel discovers and connects the web’s microscopic signals at scale, delivered as raw event streams to your data stack or synthesized intelligence reports to your team.
GoalsNew goal
ReportWeeklysooner if something major happens
Send it to
#new-pipelinerae@acme.com
#new-pipelinerae@acme.comReading your
Salesforce
Snowflake
Zendesk
SalesforceSnowflakeZendeskMilitary-grade intelligence.
Now running continuously for your team.
Open Source Intelligence (OSINT) is the discipline of tracking massive volumes of fragmented public information to anticipate a target’s next move. For decades it was restricted to defense agencies and enterprise risk teams backed by armies of analysts. Mel automates that discipline for everyone else.
Continuous microscopic fragment tracking
Atlas hires a VP of Data who ran your platform beforeLinkedInOwnership
A Kestrel review names a platform rewrite underwayGlassdoorInside view
A Northwind engineer asks who else has moved offXIntent
Thread on resharding a cluster without downtimeHacker NewsEvaluation
Buyer asks which tool survives a 12-year migrationRedditDemand
Vireo Labs debugs the same rate limit in publicDiscordPain
Walkthrough of a rival ingest setup, 40k viewsYouTubeCompetitive
A Ferrolane engineer writes up their own exporterMediumMigration
Kestrel closes a round and names data as the spendCrunchbaseTimingAtlas hires a VP of Data who ran your platform beforeLinkedInOwnershipA Kestrel review names a platform rewrite underwayGlassdoorInside viewA Northwind engineer asks who else has moved offXIntentThread on resharding a cluster without downtimeHacker NewsEvaluationBuyer asks which tool survives a 12-year migrationRedditDemandVireo Labs debugs the same rate limit in publicDiscordPainWalkthrough of a rival ingest setup, 40k viewsYouTubeCompetitiveA Ferrolane engineer writes up their own exporterMediumMigrationKestrel closes a round and names data as the spendCrunchbaseTiming
Northwind swaps the ingest dependency in a public repoGitHubMigration
Atlas engineer: the cluster goes down during reshardingStack OverflowPain
Meridian rating drops, support named three timesG2Risk
A rival ships the schema registry you were asked forProduct HuntCompetitive
A newsletter names the category winner for 2026SubstackNarrative
Buyer asks how to move 12 years of data safelyQuoraDemandNorthwind swaps the ingest dependency in a public repoGitHubMigrationAtlas engineer: the cluster goes down during reshardingStack OverflowPainMeridian rating drops, support named three timesG2RiskA rival ships the schema registry you were asked forProduct HuntCompetitiveA newsletter names the category winner for 2026SubstackNarrativeBuyer asks how to move 12 years of data safelyQuoraDemandAtlas renewal in eight months, no open opportunitySalesforceYoursAtlas usage has been flat for three monthsSnowflakeYours
Northwind health is green, no flag raisedGainsightYoursVireo Labs raises the same ticket a third timeZendeskYoursHalf the Halden Rail platform team retitlesLinkedInAdoptionAtlas renewal in eight months, no open opportunitySalesforceYoursAtlas usage has been flat for three monthsSnowflakeYoursNorthwind health is green, no flag raisedGainsightYoursVireo Labs raises the same ticket a third timeZendeskYoursHalf the Halden Rail platform team retitlesLinkedInAdoptionPublic world · followed continuously
LinkedInXRedditYouTube
TikTok
Instagram
Threads
FacebookDiscord
TwitchGitHubStack OverflowHacker NewsMediumSubstackQuoraG2GlassdoorProduct HuntCrunchbaseCareers pagesCompany sitesEngineering blogsNewslettersPodcastsConference talksReviewsCommunity forumsStatus pagesProduct updatesRelease notesPublic filingsEarnings callsPatent filingsProcurementPublic RFPsRegulationTrade pressNewsApp storesYour systems · connected
Salesforce
HubSpotSnowflake
BigQuery
Databricks
RedshiftZendesk
IntercomGainsight
Amplitude
MixpanelPoint it at any objective, and Mel deploys an autonomous intelligence operation. It harvests technical forums, job boards, code repositories, regulatory filings, and procurement notices across the open web, down to a single changed dependency in a commit or a line inserted into a 40-page PDF, filtering 99% of the noise to build a live, entity-resolved model of your market.
You get the full depth of an intelligence agency, running 24/7 in the background, delivering verified signals straight to your systems, data stack, or team.
Mel discovers the relevant terminology, hidden forums, repositories, regulatory registries, and public nodes on its own.
Disconnected handles, commit histories, vendor changes, and executive moves are linked back to their parent organizations automatically.
Mel filters duplicate coverage and marketing noise, isolating only verified, material state changes.
As new entities and vocabulary emerge over time, Mel’s surveillance perimeter expands automatically.
What it means for your objective, and what to do about it.
Raw data or intelligence reports.
The same continuous surveillance, configured for your pipeline or your team.
Entity-resolved micro-signals with full source attribution, delivered via webhook, REST API, or CSV export on your schedule.
{
"category": "oem_competitive_and_pricing_behavior",
"entity": "Tarrant County",
"source": "tarrantcountytx.gov",
"signal": "RFP 2020-057: Wireless Digital Radiography Flat Panel",
"relevance": "high"
}
WebhookREST APICSV Export
Mel correlates microscopic signals across time and sources, maps the underlying pattern, and delivers a decision-ready intelligence report to your team on your schedule.
Finding
A funded replacement cycle for legacy mobile and flat-panel radiography is forming across public and county providers.
The evidence · 30 days
RFP ×14Tarrant County
FDA 510(k)Provect AI
RetrofitAuxo Medical
RecallGE HealthCare
The move
Target providers running end-of-life columns and recalled units; lead with 510(k)-cleared retrofit ROI.
SlackEmailIntelligence Reports
One surveillance infrastructure. Built for any objective.
Find new openings earlier
Set asideMeridian named a new CFOA docs typo fix was mergedTwo sales hires announced
A docs typo fix was mergedTwo sales hires announcedCareers pageA new product owner now owns search, RAG and vectors.owns the launch
Press releaseThe AI launch is funded and dated.and it has already started
GitHubTwo engineers started evaluating storage engines this month.A self-assembling knowledge graph.
Entity resolution turns scattered OSINT into a live model of the world around your objective. Mel resolves companies, people, teams, technologies and events across thousands of sources, then anchors those relationships to the proprietary ground truth inside your business.
Fragments, as they arrive1,247 this week
A commit swaps the ingest dependency“we cannot ship without in-region”Two platform roles open on one teamA new VP of Platforms startsRating moves 4.5 to 4.0, support named
Grounded in what only you knowSalesforceClosed-won at their last companyGainsightRenewal in eight monthsSnowflakeUsage down 22% this quarterZendeskThree tickets on in-region latency
SalesforceClosed-won at their last companyGainsightRenewal in eight monthsSnowflakeUsage down 22% this quarterZendeskThree tickets on in-region latencyThe knowledge graph keeps those relationships intact as new observations arrive.
The market moves daily. Your strategy should too.
Mel keeps running the OSINT, updating the knowledge graph, and recalibrating the read as new developments arrive.
Mel works the objective around the clock, whether it is a pipeline target or a renewal at risk.
Receive the normal read weekly, monthly, or on whatever schedule suits the objective.
When a development materially changes the objective, Mel breaks cadence and pushes the intelligence immediately.
Goal · still runningProtect revenue in the top 40 accountsSet once
Week 1
Mel’s readNorthwind looks safeUsage steady, nothing unusual in public
Week 3
Still the same readNorthwind looks safeA new architect joins, not enough on its own
Week 5
The read changesRisk is forming at NorthwindThat architect is now comparing you with a rival
Same day
So the move changesReconnect before the evaluation startsSent straight away, not held for the next report
Embedded where you already work. Zero new tooling.
Mel works where your team already spends their day. No new software to adopt, no dashboards to manage.
SlackIntelligence lands in the channel for that account. Ask a follow-up in the thread; Mel answers immediately.
Actionable briefs arrive on your schedule. Reply with a question; get the answer by reply.
The anatomy of a finding.
The volume behind the finding stays invisible. What reaches the team is the finished intelligence: the read, the strategic risk, the counter-evidence, and the operational move.
See a full report →FindingNew expansion path forming inside Atlas SystemsHigh confidence
The intelligence
Hiring and technical activity are building around a second team.
The strategic risk
The work sits outside the group you sell to today and can become a new buying centre.
Public sources
LinkedInGitHubG2CareersPress release
The counter-evidence
The team’s job posts name a tool you do not integrate with, and the group has bought separately before.
What remains unclear
No public source confirms budget or vendor selection.
The operational move
Open finding ↗Map the new team before the architecture is fixed.
Put your blind spots under surveillance.
Set an objective once. Receive continuous, verified signal streams or decision-ready intelligence reports.
Objective
No integration required to start