Technical proof behind the product
Serious software has to be built, secured, observed, recovered, and changed without losing control.
What a technical buyer can check
Hatchery turns product and business questions into a buildable path.
Hatchery pressure-tests the business goal, user flow, system design, security model, and operating plan before the build hardens.
Architecture, access, logs, rollback, recovery, evidence
Product architecture
The product needs structure for roles, data, workflow, reporting, integrations, and future releases.
- Multi-tenant SaaS and portal architecture
- Role-based workflows and permissions
- Service boundaries for APIs and integrations
- Reporting, search, and operational data flows
- Release paths that do not trap the product
- UX that makes complex systems usable
Production stack
Hatchery builds production systems with Java, modern frontend tooling, SQL, and AWS.
- Java backend systems and REST services
- React, Next.js, Vite, Bootstrap, and Axis patterns
- MySQL, Oracle, DynamoDB, and reporting data
- AWS compute, storage, monitoring, and networking
- Mentis-backed database pooling, routes, AI/RAG services, SMS, email, workflows, and data
- Admin and customer-facing product surfaces
Logic, calculations, and math
The valuable work is often the hard logic: rules, calculations, scoring, optimization, and explainable output.
- Calculation engines and domain models
- Scoring, ranking, forecasting, and rule workflows
- Graph-style relationships and complex data structures
- Validation, QA, and traceable results
- Math-aware summaries and decision support
- Interfaces that expose complexity clearly
Hosted applications and protected agents
Live products and agents need ownership boundaries before more features.
Build
- Turn product flows into services, data, and UX
- Build backend APIs, admin tools, and customer interfaces
- Connect payments, documents, messaging, CRM, and business systems
Host
- Separate development, staging, and production environments
- Deploy with release discipline and rollback paths
- Monitor uptime, jobs, APIs, errors, and data flows
Protect
- Use identity, authorization, and least-privilege access
- Limit agent tools, actions, context, and external access
- Maintain logs, audit trails, review loops, and incident paths
AWS operations, Aegis, and compliance support
Production needs visibility, access control, recovery, AI protection, and evidence.
Protected AI belongs inside operations.
Aegis gives teams a governed AI path so sensitive company data does not drift into public tools or personal accounts.
- Approved routing across GPT, Claude, Bedrock-hosted models, and future providers
- Multi-AZ Aegis platform design with retry, fallback, and escalation paths
- Bedrock inference-profile support for cross-region model routing where available
- Prompt, file, data, memory, model, and tool-use policies
- Identity, authorization, traces, logs, token usage, and spend visibility
- AgentCore runtime, Gateway, Identity, Memory, MCP, KMS, CloudTrail, and PrivateLink-aware patterns
Monitor
Availability, performance, errors, jobs, APIs, access patterns, and security events.
Secure
Environment separation, least privilege, encrypted storage, secrets, and audit records.
Recover
Backups, restore checks, RTO/RPO planning, runbooks, and rollback paths.
Evidence
SOC 2 support, HIPAA-aware workflows, ISO alignment, privacy support, and traceability.
AI product systems
AI belongs in a product when workflow, trusted data, tools, review, and measurement are clear.
- RAG over trusted product, customer, document, and operational data
- Document analysis and structured extraction
- Assistants and workflow automation with scoped tools
- Source-aware answers with logs and review paths
- Logging and observability for model behavior
- Aegis policies for protected AI use
Integrations
Strong products depend on outside systems. Data flow and failure handling need to be visible.
- Commerce, marketplace, CRM, and marketing platforms
- Finance, accounting, billing, and payment workflows
- Documents, signatures, messaging, and communication services
- Custom REST APIs and data exchange
- Attribution and reporting paths
- Failure handling, retries, and operational visibility
Integrated payments
Hatchery primarily supports Stripe and RanchPayments. We are a RanchPayments technical partner.
- Stripe checkout, subscriptions, billing, webhooks, and reporting
- RanchPayments ACH, virtual terminal, card-reader, and business payment flows
- Payment reporting, reconciliation, and operational visibility
- Secure payment boundaries for customer and financial data
- RanchPayments technical partner
Take the product idea, complex workflow, or AI opportunity and make it real.
Clarify what to build, what to simplify, what to protect, and what must work first.
Start with Hatchery when
- A SaaS product needs its first serious release
- An early product or inherited app needs architecture
- AI, payments, data, or hosting must be controlled
- The product needs ownership beyond launch
Clarify the path
- Outcome and first release
- Workflow, UX, and data model
- Architecture and technical risk
- Security, operations, and ownership