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Howlet Studio
Use cases

A solution for every organization

Howlet Studio adapts to your sector, your compliance needs and your scale. Your data stays with you; the proof stays in the chain.

Enterprise AI applications & Code Agent

Build production-grade AI agents with three layers of safety filtering and a deep tool catalog.

  • Persistent sandbox runtime: warm pool for fast start, automatic takeover on spot interruption.
  • 92 native tools: agents, flows, identity, storage, audit, DataHub and ML Workshop CRUD.
  • Three-layer safety: jailbreak/topic/PII (input), toxicity/grounding (output), allow-list (execution).
  • Every outbound HTTP call lands in the egress summary, hash-chained, ready for an auditor.

Internal knowledge assistants (RAG)

Enterprise RAG with 11 connectors, four vector backends and Turkish-aware PII redaction by default.

  • Automatic parser: clean documents go through Docling, scans through Unstructured for OCR.
  • Four vector backends: OpenSearch, pgvector, Qdrant, Milvus. Switch without rebuilding the KB.
  • 11 connectors: relational and NoSQL databases, REST/GraphQL, Git, email, webhooks, S3/Azure Blob.
  • Turkish PII default: national ID, tax ID, IBAN and phone (choose redact, mask or hash.

Document processing & Data Engineering

184 ready-made building blocks, three engines (Pandas/DuckDB/Spark) and embedded dbt for visual pipeline design.

  • 184 building blocks: sources, transforms, sinks, orchestration, quality and dedicated competitor-gap nodes.
  • Engine auto-selection: Pandas, DuckDB or Spark depending on data size; you don't choose, the platform does.
  • Exactly-once writes: no duplicate rows even at the boundary; consistency guaranteed.
  • Column-level lineage and per-node failure policy: abort/retry/skip/continue.

ML Workshop & Model Ops

From training to evaluation, from HPO to responsible AI, in our UX, with the open-source engine kept internal.

  • Five training adapters (HuggingFace, NeMo, XGBoost, LightGBM, CatBoost) with distributed training topologies.
  • HPO: four algorithms, four pruners, GPU-hour quota per tenant.
  • Five fairness metrics: demographic parity, equalized odds, equal opportunity, predictive parity, disparate impact.
  • Four-test drift ensemble; retraining triggers automatically and serving keeps running even after license expiry.

AI for regulated industries

Banks, telcos, public sector and defense: KVKK, GDPR and EU AI Act treated as first-class concerns.

  • Seven-system erasure cascade: database, search, analytics, LLM trace, sessions, object storage, identity.
  • Hash-chained audit and ISO 27560 signed consent receipts; retroactive policy change impossible.
  • Air-gap parity: a USB-bundled install matches the online deployment one to one.
  • SIEM fan-out: Splunk, QRadar, Sentinel over CEF v0.1, HMAC-signed, queued replay on failure.
Who gets what

A concrete answer for each role

Engineering leaders, CTO/CIOs and CISO/DPOs. Three audiences, three answers in their own language.

Engineering Leader
VP Engineering · Head of ML · Head of Data Platform
  • Collapses 6–8 vendors in your stack into one and clears your team's integration backlog.
  • Closes the enterprise gaps in open-source tooling (multi-tenancy, RBAC, audit) on your behalf.
  • Batch, streaming, ETL and agents in one visual canvas. The platform picks the engine.
CTO / CIO
Strategic technology leadership
  • The same product runs from laptop to multi-AZ; no vendor swap or retraining when scope changes.
  • Live model endpoints continue to serve for 30 days even if the license isn't renewed; customers don't notice.
  • Capacity upgrades happen without data migration. You scale up with no downtime.
CISO / DPO
Compliance · Risk · Privacy
  • Respond to an erasure request within 30 days, across seven systems, with a signed evidence pack.
  • Audit trail is hash-chained; auditors can verify integrity without touching the database.
  • Turkish PII (national ID, tax ID, IBAN, phone) on by default. Market priority is in the code, not in translation.

Sovereignty & compliance

Your data stays on-prem, in your air-gapped facility or inside your own AWS account. Howlet never ships telemetry off your perimeter.

GDPR Art. 15/17/20
KVKK Art. 7
ISO 27560 Consent
SHA-256 hash audit
TCKN / VKN default
SAML / OIDC / LDAP
AWS TR Local Zone
Air-gap parity
SIEM CEF fan-out
Ready when you are

From model to product in 30 minutes, with a demo tailored to your scenario.

Training to serving, RAG to streaming, RBAC to disaster recovery. Not vendor lock-in. Installed on your own infrastructure.

Book a demoCustomer portal

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