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Platform

16 modules, one codebase

From GenAI Studio to compliance, from stream processing to source control, all in the same codebase, same authorization, same audit. Architectural decisions are published as ADRs by our product team.

Why Howlet

Four decisions your engineers can verify.

Every headline below is a real mechanism: documented, inspectable and demoable on the product page.

One install, four environments

The same Howlet runs on a single EC2 instance, in an offline factory, and on a multi-AZ cluster. You don't relearn the product when the environment changes.

Single Helm install · 12 environment overlays · same product from a single EC2 to multi-AZ

Howlet Coding Agent

One natural-language command, and the agent connects to your own code repo and builds AI and data flows in Howlet Studio 10-25× faster. Your source code never leaves; critical actions require human approval, and every step lands in a tamper-evident audit trail.

Connects to your own repo · RBAC + human-in-the-loop · tamper-evident audit · 10-25× faster

GDPR erasure is not a single SQL DELETE

When a subject requests erasure, the data is removed in cascade across seven separate systems. The 30-day window is monitored live, and a signed evidence pack is produced for the regulator.

7-system erasure cascade · live 30-day tracking · signed evidence pack

Data residency, guaranteed by infrastructure

Deploy to the AWS Istanbul Local Zone and keep all data within Turkish borders, or stay fully on-prem and air-gapped. KVKK and GDPR data residency is satisfied at the infrastructure level, not through contractual workarounds.

AWS Istanbul Local Zone · on-prem & air-gapped alternatives · residency by architecture
16 modules

One codebase, one permission model, one audit trail

Consolidate the 6-8 tool categories in your AI/ML stack (ETL, orchestration, RAG, MLOps, serving, streaming, audit, identity) into one platform; clear your integration backlog.

Agents · MCP · Guardrails

GenAI Studio

Build production-grade AI agents. Each agent runs isolated, with three layers of safety filtering on input, output and execution.

300+ native tools · 45+ models in the catalog · 3-layer guardrails
Natural language · Repo-connected

Coding Agent

Send a natural-language command and the Howlet Coding Agent builds AI and data flows 10-25× faster. Your source code never leaves; every step lands in a tamper-evident audit trail.

Connects to your repo · RBAC + human-in-the-loop · tamper-evident audit
Test · Compare · Tune

Playground

Try models, prompts and guardrails in a purpose-built sandbox before anything ships. Every run is traced, metered and reproducible.

Prompt + model + guardrail sandbox · every run traced and metered
RAG · Knowledge base

DataHub

Open your enterprise documents to AI safely. 17 connectors, four vector backends and Turkish-aware PII detection out of the box.

17 connectors · 10 PII detectors · TCKN/VKN checksum default
Profiling · Quality

Data Insight

Profile datasets, track quality and wrangle columns with the 84-operation Data Wrangler. Column-level insights update live as you prepare data.

84-op Data Wrangler · live column insights · quality checks
Visual pipelines · auto-engine

Data Engineering

Design ETL and transformation flows visually. The platform picks the right engine: instant on small data, massively parallel at scale. Auto-selected, always overridable.

184 ready-made building blocks · 6 categories · exactly-once writes, crash-safe by design
Training · HPO · Eval

ML Workshop

Train models, run hyperparameter sweeps, measure fairness. GPU quotas, idle shutdown and audit logging are built into every step.

10 training adapters · 4 HPO algorithms · 5 fairness metrics · one enterprise UX
Registry · Deploy · Drift

Model Ops

Register models, promote across three environments, choose canary, shadow or A/B. When drift is detected, retraining is triggered automatically.

7 model formats · 4-test drift ensemble · no license kill-switch on production
Real-time · exactly-once

Stream Processing

Design real-time streams on the same canvas as your batch flows. The platform matches the processing engine to your topology, so you scale without re-platforming.

Multi-engine runtime · exactly-once, crash-safe · blue/green deploys
Functions · Event Bus

Automation

Run serverless functions inside your own perimeter. Schedules, event-bus topics or object arrivals trigger your code, with retries, dead-letter queues and event-native fan-out.

Lambda-style functions, on-prem · schedule / event / object triggers · retry + DLQ
Artifacts · Versioning

Project Explorer

Manage 25+ artifact types in one tree: agents, pipelines, models, knowledge bases and more. Switch context across workspaces and projects without losing your place.

25+ artifact types · content versioning · export/import as .hwl bundles
Git · GitOps

Source Control

Your visual artifacts sync with Git automatically. A single atomic commit pushes your whole artifact tree to any of four major Git providers.

GitHub/GitLab/Bitbucket/Gitea · 3-way merge · HMAC webhook
Metrics · Trace · Correlation

Observability

Trace a user request from sign-in to LLM call in one window. A log line, a distributed trace and an AI invocation share the same correlation ID.

14 ready dashboards · 150+ Prometheus metrics · one correlation ID across logs, traces and AI calls
GDPR · KVKK · Policy

Governance & Compliance

Day-one operations for erasure requests, consent management and policy enforcement. The file you'd hand a regulator is one click away.

150+ audit actions · 10 PII detectors · ISO 27560 JWS receipts
Identity · MFA · SSO

IAM

Let employees sign in with their existing corporate identity; when permissions change, they don't need to log in again. SSO and MFA are standard.

967 fine-grained privileges · TOTP + WebAuthn + recovery · SAML/OIDC/LDAP
Authority · License · GPU · DR

Administration

Four authority tiers: root, platform, tenant, workspace. Idle GPUs scale to zero; backups run continuously without disrupting users.

4 authority tiers · continuous backup, RPO≈0 · 14 health probes · hybrid GPU
Authority model

Four-tier authority: no single super-user

Each tier sees and audits only its own scope. If the root account is lost, the runbook offers a three-step recovery path; there is no dead end.

1. Root

Single account, invariant

Always-on MFA, IP allow-list and sudo TTL enforced. Recovery in three layers: codes, CLI, manual DB. Hardcoded role exclusion from Remember Me.

2. Platform Admin

Operator across tenants

Tenant lifecycle, profile upgrades, GPU quotas, audit access. Sees every tenant's perimeter; cannot cross into one.

3. Tenant Admin

Customer-side admin

Manages workspaces, users and licenses. Database-per-tenant isolation enforced; no path into other tenants' data.

4. Workspace Admin

Team admin

Projects, RBAC assignment and environment promotions for a single team. Sees only that team's audit trail.

Governance & Compliance

Erasure is a process you can show to a regulator.

When a subject requests erasure, Howlet cleans every system the data passed through. The 30-day statutory window is tracked live and a signed evidence pack is produced automatically.

  • Seven-system erasure cascade: object storage, LLM traces, search indexes, analytics, sessions, database and identity.
  • Consent receipts signed with ISO 27560 JWS; retroactive policy mutation becomes impossible.
  • Audit rows linked by SHA-256 hash chain; every row carries the previous and current hash.
  • Regional PII enabled by default: Turkish national ID, tax ID, IBAN and phone, all with checksum validation.
  • SIEM fan-out built in: Splunk, QRadar and Sentinel via CEF, HMAC-signed, queued retry on failure.
  • AWS Turkey Local Zone support: deploy to Istanbul so data never leaves Turkish borders. KVKK data residency satisfied at the infrastructure level.
  • Per-tenant envelope encryption with crypto-shredding: revoke a tenant's key and its data becomes cryptographically unreadable.
  • Physical tenant isolation: each tenant's data stores run in a dedicated Kubernetes namespace. Isolation beyond row-level.
Ready when you are

See your scenario running in a 30-minute demo: training to serving, RAG to disaster recovery.

Installed on your own infrastructure, licensed by module, scaled by profile. No rip-and-replace.

On-prem · air-gapped · AWS. Your data stays with you, the proof stays in the chain.