Adaptive Exposure Management

Walk into the board with Tier 4 evidence, not 50,000 alerts.

Samyoga runs three answers over one identity graph — what an attacker can reach, where you’ll catch them moving, and the playbook change that deflected them — each one measured, so your CSF tier claim is evidence your board can check, not an adjective.

See the platform
0
bytes moved across the lake
2.1M
events analyzed in one engagement
12
coordinated campaigns surfaced where prior tooling found zero
$697M
exposure quantified at one enterprise, methodology published
How it works

Three Ps. One graph.

Everything Samyoga does runs over one identity graph and comes out as one of three answers: what an attacker can reach, where to catch them moving, and which playbook change would have stopped them.

Pagerank for Posture
CSF 2.0 · IDENTIFY

Rank every path an attacker could take.

Personalized PageRank runs over your identity graph the way Google ranked the web — every identity, host, and service account scored by what an attacker could reach from it. Ask the blast-radius question about any node and get ranked attack paths back in seconds. Posture becomes a number your board can re-check next quarter, not a scanner column.

NODES SIZED BY REACHIDPSVC-ACCTENG-ADMINCI-RUNNERVAULTPROD-DBPPR 0.42BLAST RADIUS: 3 HOPS
Placements for Deception
CSF 2.0 · DETECT

Put the tripwire where they will walk.

Deception fails at placement, not at the decoy. The same ranked graph that scores your posture knows which paths to your crown jewels have nothing watching the route — so it tells you where a decoy, breadcrumb, or tripwire will actually be walked past. The placement plan comes from the graph, not from a floor plan and a guess.

THE ROUTE NOTHING WATCHESIDPSVC-ACCTENG-ADMINCI-RUNNERVAULTPROD-DBDECOY / TRIPWIRE
Prescriptions for Playbooks
CSF 2.0 · RESPOND · IMPROVE (ID.IM)

Prescribe the playbook. Then measure it.

Every dispatch ships with a prescription: the SOC playbook change that would have deflected it, tagged to the CSF 2.0 subcategories it moves. Then we measure. A prescription claims a tier lift only after a quarter of its alert cohort resolves without an analyst touching it. Deflection rate is the north-star number — sampled weekly, never asserted once.

DEFLECTION, SAMPLED WEEKLYPB-041 Token-Reuse Isolate0.31TIER 3→4PB-017 OAuth-Grant Revoke0.27TIER 2→3PB-063 Svc-Acct Quarantine0.19MEASURING
NIST CSF 2.0

From Risk Informed to Adaptive. Measured, not asserted.

Tier 2 means you know your risks. Tier 4 means your program adapts to them on its own evidence. Every prescription carries a recorded tier claim — 2 to 3, 3 to 4 — and none advances until measured deflection clears the bar. Your CSF tier moves, and you can prove it moved.

What we are

Risk is a flow, not a column.

Adaptive Exposure Management measures what an attacker can actually reach across identities, assets, and OT — then adapts on the evidence. It is not a compliance dashboard, and it is not a louder SIEM. Here is the line, drawn four ways.

Mistaken forWhat we are notWhat we are
Compliance / GRCA compliance-evidence engine that maps controls to a framework.A live measure of attacker reachability — and we act on it.
A louder SIEMA per-event rule engine that counts 50,000 alerts.The decision surface above the lake: twelve named campaigns.
An identity toolA role-redesign program or a cloud-entitlement-only scanner.Identity, assets, and OT joined in one exposure graph.
A blast-radius dashboardAn inline, cloud-only operational number.Signed, offline-verifiable exposure your board and insurer can check.
Watch the flow

One compromised identity. Everything it can reach.

A vulnerability scanner hands you a column of CVSS scores. Samyoga traces the path: from a single compromised service account, across hosts and accounts, to the assets actually in reach — and stops at the edge of the blast radius. The graph below is synthetic, the propagation is the real model.

Cross-domain risk propagation from one compromised identitysvc-backupapp-01app-02admin-jdoedb-fin01file-sharedc-01hr-app01guest-wifi
Compromised identityReachable from itOutside the blast radius
Category

Built for the CISO moving to Tier 4.

Adaptive exposure management is continuous threat & exposure management run all the way to its destination: NIST CSF Tier 4, Adaptive. One buyer, one journey — the CISO taking a program up the implementation tiers, from knowing the risks to adapting on evidence, and proving each step to the board, the auditor, and the insurer.

CSF 2.0 tierWhere the program standsWhat moves it up
Tier 1 · PartialRisk is worked alert by alert, as it arrives.The exposure graph replaces the alert queue as the map.
Tier 2 · Risk InformedYou know your risks; the board still hears alert counts.Posture: every identity and asset ranked by what an attacker could reach.
Tier 3 · RepeatablePractice is consistent; improvement is manual.Placements and dispatches: detection sited by the graph, campaigns named weekly.
Tier 4 · AdaptiveThe program adapts on its own evidence.Prescriptions with deflection-gated tier claims. Measured, not asserted.

Three things your CISO will check.

What are we exposed to right now? Each weekly dispatch ranks campaigns by quantified exposure, so your next board update opens with a number — not a slide of alert counts.

Will we see the next move before the breach? Coordinated campaigns surface on the second signal, not the fiftieth alert. Preemptive prioritization is the wedge — not an after-the-fact narrative.

Can we run it where our data and auditors require? Multi-tenant SaaS or fully air-gapped on-prem, LLM included. India data residency, OCSF 1.0 throughout. Pharma, hospitality, and global tech are running it today.

Dispatches

Other platforms count alerts. We tell you the dispatch.

Events tell you what happened. Graphs tell you what’s happening. Dispatches is the in-product landing surface and the wedge of the platform. The 50,000 events your SIEM surfaced last week are not 50,000 problems. They are usually a small number of campaigns with names you can repeat.

50,000+ EVENTS12 CAMPAIGNSQ3-DRL-DLP-ReconM&A-IP-Exfil-AttemptOT-Mfg-Lateral-ProbeHosp-Booking-SprayAzAD-Guest-PersistPHI-Egress-SpikeCloudConsole-BruteVendor-Token-ReuseGP-Front-Office-PhishTech-CodeSign-HijackPharma-MfgFloor-FIMHosp-POS-Skim-Recon
Step 1 — Detect

Coordinated activity collapses into one campaign — not fifty alerts.

Step 2 — Connect

Identities, assets, and entities resolve into a single graph so a campaign is one object, not a stack of tickets.

Step 3 — Narrate

Each dispatch is named, ranked, and dated — readable on a board slide, actionable on the SOC console.

Lake-native by construction.

The platform reads the data you already have, where you already have it. Your Snowflake or Databricks bill stops being a tax on security visibility and starts paying for itself a second time.

Your data lakeSnowflake · Databricks · S3 · IcebergSamyoga Control PlaneDetect · Connect · NarrateOutcomesBoard narrative · SOC alignment · auto-remediationNo data movement. No ingest tax. No agents on every endpoint.

Three sectors. Real exposure. Names withheld for now.

Customers introduced through PwC India and EY India are running Samyoga in production today. Identifying details are withheld until consent is on the record.

PHARMA

A top-3 Indian generics manufacturer connected Setu to its existing data lake without migrating a byte. The first weekly digest surfaced campaigns the prior tooling had missed.

0 bytes
moved across the lake boundary
HOSPITALITY

A national hospitality group runs the platform across a fleet of Windows endpoints with on-prem agents. FIM hostnames now resolve, severity dropped 24x in the first week.

24x
reduction in High-severity alert volume
TECHNOLOGY

A global technology enterprise uses Dispatches as the weekly board artifact. Twelve campaigns surface where the prior platform showed only an alert count.

12 vs 0
campaigns surfaced vs prior tooling

Where it runs.

Deploy
Multi-tenant SaaS or single-tenant on-prem.
Air-gapped
On-prem with an embedded local LLM. No outbound calls.
Standards
OCSF 1.0 throughout. Audit trails for regulated industries.
Data
India data residency available. Customer data never leaves the lake.

See it on your data.

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