Legacy AI & Agent Pipeline Refactoring Architecture.

Turn Fragile AI Scripts into Resilient Production Systems.

Refactor legacy LangChain prompts and brittle API spaghetti into robust, stateful LangGraph topologies with deterministic error boundaries.

Scope Your Project View 5 Service Packages

Technical Scope & Specifications

Deliverables & System Guarantees

Every deployment includes modular, tested, and fully documented source code.

Full code audit of prompt chains, token consumption & latency bottlenecks

Refactoring to stateful graphs with structured JSON output enforcement

Automated fallback routes to alternative LLM providers during outages

Comprehensive unit & integration test coverage for all agent paths

Core Technologies & Frameworks

LangGraphPydanticTypeScriptPythonOpenAI / Anthropic

Engagement Models

5 Standardized Service Packages

Choose the package tier tailored for Legacy AI & Agent Pipeline Refactoring.

starter

Starter

Targeted scope or single focused feature / pipeline.

1–2 Weeks Delivery

1 core automated workflow or standalone integration
Robust API webhook connectors with error handling
Full test suite & environment verification
Deployment documentation & walkthrough video

Inquire Starter

growthMost Popular

Growth

Complete production build for scaling systems.

3–4 Weeks Delivery

End-to-end multi-step automated architecture
Vector RAG or relational database synchronization
Full-stack Web or Desktop application MVP
Telemetry dashboards, logging & alerting hooks

Inquire Growth

proEnterprise

Pro

Advanced enterprise platform with complex multi-agent orchestration.

6–8 Weeks Delivery

Multi-agent autonomous systems with memory & tool-use
High-throughput async APIs with sub-500ms response targets
Custom LLM fine-tuning or specialized vector retrieval
Enterprise SLA, role-based access & security audit hardening

Inquire Pro

hourly

Hourly / Dedicated Hire

Flexible technical muscle for ad-hoc tasks, ongoing sprints, or maintenance.

Immediate / Flexible Onboarding

Direct engineer allocation on an hourly or dedicated basis
Daily standups, asynchronous PR reviews & Git commits
Bug fixing, performance audits & legacy refactoring
Zero long-term lock-in — scale up or down on demand

Hire Engineers

custom

Custom Offer

Fully tailored offer based on specific project requirements and compliance.

Tailored Engineering Roadmap

Custom architectural blueprint for mission-critical operations
Air-gapped on-premise or sovereign cloud deployment
Dedicated high-concurrency worker cluster allocation
Custom compliance review (HIPAA, GDPR, SOC2) & enterprise SLA

Request Custom Offer

Zero-Risk Engineering Commitment

Free Services Included with All Service Packages

Every client project, regardless of tier, automatically receives these comprehensive complimentary engineering services:

Free Technical Exploration & ConsultationBefore Project Starts (100% Free)

Full technical discovery, architecture review, and feasibility analysis at zero cost before any contract or billing.

14 Days Post-Monitoring & Free ServicesAfter Deployment (14 Days Dedicated)

Dedicated telemetry monitoring, error tracking, and bug-fix warranty support for 14 days following production deployment.

Begin with zero financial commitment through our free exploration phase.

Schedule Free Exploration