Roadmap

A phase for maturing procurement, security questionnaire, and risk review processes around a single enterprise trust surface.

• -Expanded Trust Center with control matrix, audit reports, and customer DPIA templates
• -Standardized SLA packages: Standard, Business, Enterprise, and Sovereign
• -Production readiness checklist v1.0 and official go-live rehearsal protocol
• -Signed offline update packages for air-gapped deployment
• -Start of the ISO 27001 certification process

Turning the Birk API into a production-grade developer surface with stronger references, open protocols, and ecosystem tools.

• -Detailed API reference with per-endpoint examples, error dictionary, and idempotency keys
• -Official specification for SSE and WebSocket-based streaming protocols
• -Webhook event catalog for job, approval, audit, and billing events with signature rotation
• -Official Java and Go SDKs, plus 2.x releases for the existing Python and Node.js SDKs
• -Birk Studio, a web-based IDE for managing prompt, pipeline, and fine-tune experiments
• -Birk MCP server for open-standard internal agent clients

Making high availability, observability, and multi-region deployment scenarios first-class capabilities.

• -Multi-region HA reference architecture with active/active Kubernetes topology
• -Upgrade and rollback runbooks with zero-downtime release procedure
• -Expanded observability package with OpenTelemetry, Prometheus, Loki, and Tempo integration
• -FinOps dashboards for reporting cost by token, GPU hour, and connector call
• -Disaster recovery rehearsal set and quarterly DR test automation
• -Automatic capacity planning with GPU queue management based on concurrent user forecasts

The next-generation foundation model family: stronger Turkish capability, wider context, and improved reasoning.

• -Birk-Heavy v2 with a 1M token context window and advanced multi-step reasoning
• -Birk-Light v2 with faster tool-calling and a 30% smaller GPU memory footprint
• -Birk-Reason, a reasoning-focused variant with extended thinking mode
• -Blink v2 with photorealistic image generation and style locking for brand consistency
• -Blip v2 with Turkish speech synthesis and real-time dialogue mode
• -Domain-adapter library with ready LoRA packages for finance, legal, healthcare, and manufacturing

Expansion into regional markets with full support for MENA, Balkan, and Central Asian languages alongside the Turkish core.

• -Full capability support for Arabic, Persian, Azerbaijani, Uzbek, Bosnian, and Greek
• -Optimized routing for code-mixed Turkish-English dialogue
• -Enterprise spelling and terminology consistency layer aligned with Turkish Language Association dictionaries
• -Language-specific guardrails and regional compliance filters
• -Regional data residency options for MENA and Balkan customers

Pretrained and supervised model variants for highly regulated industries, built on top of general-purpose models.

• -Birk-Finance for financial analysis aligned with BDDK, TCMB, and SPK regulations
• -Birk-Health for KVKK and HIMSS-aligned clinical decision support and medical text
• -Birk-Legal specialized for Turkish legal corpus, case law, and contract analysis
• -Birk-Defense, an air-gapped defense industry edition with tiered classification support
• -Birk-Manufacturing, a production assistant model for Industry 4.0, MES, and SCADA contexts
• -Audit report templates delivered with industry compliance packages

Contributing to AI hardware sovereignty in Turkey through local GPU ecosystems, NVIDIA reference architectures, and public infrastructure alignment.

• -Certified deployment recipe with NVIDIA NIM and NeMo Microservices
• -Reference Birk-Heavy configuration on NVIDIA DGX SuperPOD
• -Research collaboration and joint publication program with TÜBİTAK BİLGEM
• -Regional certified deployment catalog for Turkish data centers
• -Alternative inference paths on AMD MI300X and Intel Gaudi 3
• -Compatibility tests and reference benchmark set with local GPU manufacturers

From single agents to agent fleets: secure, auditable, and scalable management of an internal autonomous workforce.

• -Agent Marketplace with approved, signed, and versioned enterprise agent packages
• -Agent-to-agent communication protocol and federated planner layer
• -Birk Memory Graph for long-term task memory and shared team knowledge
• -Policy-as-code governance for agent behavior
• -Automated red-team testing tools and continuous security monitoring
• -Multi-tenant agent isolation and resource quota management