The agentic AI platform for enterprise operations.
Autonomous agents that monitor your systems, diagnose failures, remember every fix, and ship changes safely. Shipping today for SAP Integration Suite — built to extend across the SAP estate and beyond. Operations that rise from every failure.
Five capabilities enterprises buy separately — unified.
One intelligent layer over your operations estate — the same platform beneath every Lagentic solution.
Monitoring
Real-time operations health — errors, certificates, performance, and queues.
Autonomous agents
Agents that diagnose, remember, and resolve operational failures.
NL analytics
Ask questions in plain English and get validated, written answers.
AI dev toolkit
Generate and review integration code, and diff messages across formats.
Release Hub
Promote Dev → QA → Prod with an AI quality gate and audit trail.
What sets it apart from point tools
Agents that learn from every incident
Agent Memory + RAG surfaces past fixes automatically the next time a similar failure occurs. The platform gets smarter with every resolved error.
Ask your operations anything
Plain-English analytics turns "which workflows failed most last week?" into a validated SQL query and a written answer. No SQL, no dashboards to build.
Proactive, not reactive
An autonomous agent hunts for error spikes, silent flows, and performance drift every 15 minutes — surfacing problems before users report them.
AI quality gate before every release
The Release Hub reviews code, process models, and config for security and design flaws before a change is ever promoted to production.
Six AI providers, zero lock-in
OpenAI, Anthropic, Azure OpenAI, Google Gemini, Grok, and Groq — with automatic failover and per-task cost optimization.
Privacy by design
PII is tokenized before any payload reaches an LLM, a report, or the database. Enterprise data never leaves the trusted boundary in the clear.
Proof points, not promises
See it run on your systems.
Bring a real failure from your estate. We'll show Lagentic diagnose it, recall a past fix, and recommend a resolution — live.
One intelligence core, every operation
From the AI core to the Intelligence Center, every layer is built to catch problems early, explain them clearly, and get smarter over time — the same platform beneath every Lagentic solution, shipping today in the flagship SAP Integration Suite offering.
The engine behind every agent
Multi-provider AI
OpenAI, Anthropic, Azure OpenAI, Gemini, Grok, and Groq behind one framework — with a circuit-breaker for automatic failover and cost-optimized selection per task.
MCP tool suite
Solution packs expose domain operations as AI-callable tools — the flagship pack ships 30+ SAP Integration Suite operations across six categories, letting agents read errors, pull process models, and check certificates, not just chat.
Autonomous agents
A multi-agent architecture — CPI iFlow, Material Master, Escalation, Proactive Monitoring, and Email agents — running reactively, on schedule, interactively, or in batch.
ReAct assistant
A reasoning-and-acting loop chains tool calls — fetch the error, find similar past errors, pull the health trend — then returns a root cause and fix with a confidence score.
Smart deduplication
AI-normalized dedup collapses duplicate errors across formats, time windows, and restarts. One real problem shows up once — with a diagnosis attached.
Intelligent error analysis
AI-driven root-cause analysis and resolution recommendations on every failure — cutting through alert noise to what actually needs a human.
OrderToCash_iFlow suddenly failing?ReAct assistantSSLHandshakeException on the SFTP receiver. Agent memory has 2 matching past incidents — both were an expired KeyStore certificate. The cert sftp_partner_prod expired yesterday. Fix: renew and redeploy the KeyStore entry; the flow needs no changes.Agent Memory & RAG — the phoenix part
Every failure the platform resolves becomes fuel. Institutional knowledge stops walking out the door — each fix is reusable intelligence, applied automatically.
Persistent memory
A knowledge base of past errors and resolutions — issue, steps, iFlow, category, confidence, and runtime evidence.
Semantic search
Embedding-based similarity finds relevant past fixes even when the wording differs — no separate vector database to run.
Closed-loop learning
The CPI agent injects relevant past resolutions before analysis, then writes new findings back after. It measurably improves as it runs.
iFlow change detector
Snapshots and diffs running iFlows, then correlates "what broke" with "what changed" — automatically.
See failures the moment they happen
Real-time error tracking
Live monitoring of integration-flow health with automatic failure detection — not when a downstream process breaks.
Certificate monitoring
Tracks KeyStore expiry with daily notifications — preventing the classic outage from a silently expired certificate.
Performance & JMS health
Response-time, throughput, and capacity tracking, plus JMS broker status and at-risk-queue detection.
PII redaction
Typed, per-record-consistent tokens replace sensitive data before any payload reaches an LLM, report, or database.
A purpose-built view for every stakeholder
Six analytics tabs served entirely from PostgreSQL — dashboards load instantly because they never wait on SAP.
Executive KPIs
Total messages, success rate, processing time, active errors, health gauge, top failing flows, JMS health.
Narrative insights
AI-generated insights and proactive recommendations, written in plain language.
Natural-language query
Plain-English questions become validated SQL and a written answer — no report request required.
Trends & percentiles
Error-rate trends, P50/P90/P95/P99 processing time, and a day-of-week × hour error heatmap.
Per-flow detail
Flow health matrix, top error types, and a paginated error-detail table.
Capacity & certs
Component status, capacity gauge, certificate-expiry timeline, and per-component usage.
Statistics, scoring, and runbooks in one hub
Integration Health Score
A composite 0–100 KPI weighting SLA compliance, anomaly-free rate, and design quality — one defensible number for the board deck.
Anomaly detection
Z-score detection at ≥ 2.5σ against per-weekday/hour baselines — catching what fixed-threshold alerts miss.
Correlated incidents
Groups flows failing in the same window into one incident with a shared root-cause hypothesis. Alert storm to plan.
Design quality scoring
Every iFlow scored across five dimensions (0–100) — automated code review at a scale no human can audit manually.
AI-generated runbooks
Diagnostic playbooks auto-built from historical patterns, each with a confidence score and numbered steps. Cuts MTTR.
Dependency map
Extracts iFlow → endpoint connections across 10 connection types. Answers "what breaks if this system goes down?" instantly.
This is the "monitor & diagnose" half.
The other half is shipping changes safely. See how the Release Hub governs every promotion to production.
Ship changes with confidence
The platform's governed delivery capability — an end-to-end promotion pipeline with an AI quality gate, separation of duties, and an immutable audit trail. Shipping today for SAP Integration Suite artifacts.
Billing Interfaces — July drop
› Integration Flow · OrderToCash_Billing v2.4
› Value Mapping · TaxCodes_EU v1.9
› Script Collection · Common_Utils v3.1
Governed pipeline
A package-centric model where Release Packages own the transport path and Transport Requests carry artifacts through configurable environment chains.
AI quality gate
Automated pre-deployment review of Groovy, BPMN, and config. Findings are severity-ranked; blocking findings stop the release before production.
Approval & separation of duties
Submit → AI review → manager approval, with N-of-M quorum, enforced no-self-approval, and scheduled deployment freeze windows.
Immutable audit ledger
An append-only log records every transition. Every deployment commits artifact ZIPs and config to Git — what was tested is what ships.
Mock or live execution
Rehearse the full pipeline in mock mode against a mock SAP client — zero production risk — or run real OAuth2 OData transports in live mode.
CAB-ready release notes
Auto-generated markdown notes assembled from transports, artifacts, gate findings, and deployment history. The tedious step, gone.
The AI-assisted Transformer
An on-demand senior architect for every developer — generating, reviewing, and validating integration code.
Groovy & XSLT generation
Production-ready scripts and stylesheets from natural-language specs, reviewed in an embedded Monaco (VS Code-style) editor.
Multi-format diff
Side-by-side diff with normalization across JSON, XML/C14N, CSV, PSV, TSV, and text — 100% match for semantically equivalent messages.
iFlow design review
Submit a flow for an AI-powered design review and receive a structured assessment report — a second opinion, on demand.
Governed, auditable, reproducible.
Everything a change-advisory board asks for is built in — not bolted on after the demo.
Enterprise-grade, private by design
Sensitive data never leaves the trusted boundary in the clear, credentials are never stored in plaintext, and every action is logged. Built for F500 security reviews.
Payloads are tokenized before AI ever sees them
"name": "Jane Doe",
"email": "jane@acme.com",
"iban": "DE89 3704 0044…"
}
"name": <NAME_1>,
"email": <EMAIL_1>,
"iban": <IBAN_1>
}
Credential vault
AES-256-GCM with PBKDF2 (480,000 iterations). One master key, multiple key sources (Azure Key Vault, AWS Secrets Manager, env, file), seamless rotation. Encrypted files are safe to commit.
Enterprise authentication
Stateless RSA JWT (RS256, 2048-bit), PBKDF2/bcrypt password hashing, secure sessions, and forced password change on first login.
SSO · 10+ providers
Full OIDC and SAML 2.0 for Entra ID, Google Workspace, Okta, OneLogin, Auth0, Keycloak, JumpCloud and more — with PKCE, JWKS validation, and Just-In-Time provisioning.
Role-based access control
Admin / Manager / User roles govern every page and action, extended by a Job Functions system mapping users to specific dashboard tiles.
Immutable audit logging
Activity tracking across 8 log types, plus cache management, health monitoring, and config live-reload — a complete compliance trail with zero-downtime changes.
Email security gateway
SPF, DKIM, and DMARC verification combined into an AI-driven security score — blocking spoofed mail before it triggers any automated action.
The security spec sheet
Ready for your security review.
We're happy to walk your security and compliance teams through the vault, tokenization, and audit architecture in detail.
One platform. Solutions for the systems you run.
Lagentic solutions package the platform's agents, memory, and governance for a specific system — here's what's shipping today, and where the platform goes next.
AI Operations for SAP Integration Suite
The flagship Lagentic solution: monitor, diagnose, and safely ship your SAP CPI / Integration Suite estate. Autonomous agents with memory, natural-language analytics, an AI dev toolkit, and the governed Release Hub — everything on this site, shipping today.
Integration Overview
Range 7d · 24h · 30d · 90dAI Insights
sample dataError concentration: 78% of this week's failures trace to two flows — OrderToCash_iFlow and Invoice_Dispatch — sharing one root cause: an expiring SFTP certificate chain.
Act before Friday: renew sftp_partner_prod (9 days to expiry) and enable the retry policy on the SFTP receiver to absorb transient handshake errors.
Error heatmap · day × hour
UTC · samplePer-flow health
sample dataCapacity & certificates
sample dataNext on the platform roadmap: AI Operations for SAP S/4HANA — the same agents, memory, and governance, applied to the core ERP. Solution packs are built to extend across the SAP estate and other business systems.
Purpose-built for each team
Every stakeholder in the integration lifecycle gets the view — and the outcome — that matters to them.
"One number and one screen for the health of my entire integration estate."
"AI does the tedious diagnosis and scripting so I solve problems faster."
"I find and fix issues before they page me."
"Governed, auditable releases without the manual overhead."
"Enterprise security and compliance are built in, not bolted on."
"I get answers in plain English without waiting on a report."
"Flexible, cost-controlled, and it drops into our existing stack."
From alert storm to answer.
Whatever your role, the fastest way to see the fit is a live run on your own integrations.
Book a demo
Bring a real integration failure or a workflow you'd rather not run by hand. We'll show Lagentic diagnose, recall a past fix, and recommend a resolution on a live run.
Tell us about your SAP Integration Suite estate — or the system you'd want agents on next — and we'll set up a demo tailored to it.