PHOTO: Engineers pairing at a screen · 16:9
INDUSTRY SOLUTIONTechnology & SaaS

Shipping speed versus security and reliability

Governed agents running inside your boundary investigate alerts, resolve routine bottlenecks, and assemble complete dossiers for your teams — with evidence attached to every step.

Read-only telemetry connection·In-boundary runtime·Zero customer data retained
ROOT CAUSE ANALYSIS

Why this problem stays unsolved

Conventional tools and manual workflows fail under the compounding weight of volume, silos, and compliance demands.

01TRANSACTION VOLUME

Velocity vs Security Friction

Developers push daily releases while security teams struggle with delayed scan results and false positives.

02SYSTEM FRAGMENTATION

Cloud Microservice Complexity

Distributed microservices, serverless functions, and third-party APIs make incident root-cause diagnosis excruciatingly slow.

03COMPLIANCE SCRUTINY

Spiraling Telemetry Ingest Bills

Monitoring bills balloon out of control as teams scale log ingestion without actionable insights.

EXECUTION ARCHITECTURE

The agentic approach in 4 steps

What the agents do: autonomous investigation and assembly, directly against your live systems.

01

Inline CI/CD Testing

Digicrypsis tests code in a single unified pass during pull requests without slowing deployment.

02

Telemetry Root-Cause Isolation

Meridian APM links traces directly to cloud network transit, pinpointing latency causes.

03

Automated Fix Generation

Agents propose verified code patches and Terraform adjustments with attached proof.

04

Developer Merge Approval

Engineers review and merge validated fixes with zero context switching.

MEASURABLE OUTCOMES

What changes in production

Tangible shifts in throughput, operational cost, and audit readiness.

COVERAGE EXPANSIONvs. 10% sampling
10x

Ship faster with fewer incidents

Accelerate deployment velocity while catching critical vulnerabilities before production.

DECISION VELOCITYvs. 3–5 days
<60s

Sub-minute root cause diagnosis

Direct network-linked traces eliminate multi-hour war rooms during service degradations.

PROCESS EFFICIENCYvs. 40%+ re-contact
-50%

Reduced observability spend

Query-in-place telemetry architecture eliminates punishing vendor ingest taxes.

SOVEREIGN VALIDATION GATE · HUMAN-IN-THE-LOOP (HITL)GATE ACTIVE

Humans stay in control of: Every fix before it merges

Autonomous agents do the heavy lifting — correlating telemetry, querying systems, and assembling the evidentiary case file. But destructive maneuvers, account freezes, and final credit decisions freeze at validation gates requiring explicit authorized human sign-off.

01Read-Only Telemetry Exploration

Agents investigate across core banking and identity databases with zero write authority.

02Cryptographic Freeze Gate

Account holds and loan approvals require explicit human sign-off before committing.

03Immutable Sign-Off Ledger

Every human approval and agent dossier is hash-chained for instant auditor retrieval.

SOFTWARE PORTFOLIO

Products that apply to Technology & SaaS

Each product runs on the shared CAELION Harness, inheriting identical controls, ledgers, and integrations.

PLATFORMDigicrypsis

Digicrypsis

Scan smarter. Fix faster. Ship safer.

PLATFORMMeridian APM™

Meridian APM

Agentic execution for Technology & SaaS

PLATFORMMeridian FinOps™

Meridian FinOps

Agentic execution for Technology & SaaS

REGULATORY & INDUSTRY STANDARDS

Frameworks we align to

Architecture and operational procedures aligned to global industry standards. (Note: Aligned to, not certified.)

SOC 2

System and Organization Controls — security, availability, processing integrity, and data confidentiality.

ISO 27001

Information security management systems standard.

PRIVATE ARCHITECTURE BRIEFING

See it working on your data

Bring us a real workload — a transaction stream, an alert queue, or an account estate. We'll show you governed agents running against it: read-only, inside your boundary, evidence attached.