You will get Production Claude AI Integration for SaaS — Secure, Budgeted, Observable
Project details
Most "AI engineers" ship demos that work in dev and break in week two. Hardcoded keys. No token budget. console.log "logging." Zero audit trail. Then the bill arrives, the security review fails, or someone prompt-injects the feature and exfiltrates data.
I integrate Claude into production SaaS the way it should be done the first time: per-tenant key isolation, token budgeting with alerting, prompt injection defenses, structured PII-redacted logging, and audit-grade trail mapped to SOC 2 / HIPAA control patterns. Single feature, fixed-bid, delivered in 10–21 days.
Senior SaaS architect with multi-tenant production platforms running on AWS Aurora and ECS Fargate. 18+ production Claude features shipped — not prototypes, not blog post examples. Defense-in-depth security posture by default, not by request.
Free 15-minute consultation: send a message describing the feature, your stack, and your timeline. I'll respond with whether it fits and a scoping call. Technical conversation only — no sales pitch.
If your platform has to survive a security review, a load spike, or both — that's the lane I work in.
I integrate Claude into production SaaS the way it should be done the first time: per-tenant key isolation, token budgeting with alerting, prompt injection defenses, structured PII-redacted logging, and audit-grade trail mapped to SOC 2 / HIPAA control patterns. Single feature, fixed-bid, delivered in 10–21 days.
Senior SaaS architect with multi-tenant production platforms running on AWS Aurora and ECS Fargate. 18+ production Claude features shipped — not prototypes, not blog post examples. Defense-in-depth security posture by default, not by request.
Free 15-minute consultation: send a message describing the feature, your stack, and your timeline. I'll respond with whether it fits and a scoping call. Technical conversation only — no sales pitch.
If your platform has to survive a security review, a load spike, or both — that's the lane I work in.
AI Development Type
Deep Learning, Knowledge Representation, Model Tuning, Recommendation System, Software MaintenanceAI Tools
Amazon SageMaker, MLflowAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$2,500
|
Standard
$4,500
|
Advanced
$7,500
|
|---|---|---|---|
| Delivery Time | 14 days | 14 days | 21 days |
Number of Revisions | 1 | 1 | 2 |
AI Model Integration | |||
Detailed Code Comments | |||
Knowledge Graph | - | - | - |
Model Documentation | |||
Ontology | - | - | - |
Source Code | |||
Taxonomy | - | - | - |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$650 - $1,800
Additional Revision
+$200
Threat Model & Security Review Document
(+ 3 Days)
+$750
Prompt Evaluation Harness (CI-Integrated)
(+ 5 Days)
+$1,200
Additional Claude Feature in Same Engagement
(+ 8 Days)
+$2,800Frequently asked questions
About Derek
Senior SaaS Architect | AWS Multi-Tenant | Claude AI | Audit Ready Pro
Murfreesboro, United States - 2:28 am local time
If your platform has to survive a SOC 2 audit, a load spike, a pen test, or all three, that's the lane I work in.
WHAT I BUILD
-Multi-tenant SaaS platforms — Aurora Serverless v2, ECS Fargate, CloudFront, WAF, with application-layer tenant isolation that holds up under real-world data volume
-Production Claude AI features — per-tenant API key encryption, tiered token budgets, prompt injection defenses, output filtering, observability
-Internal business automation — intake, document workflow, e-signature, audit trail, replacing manual operations end-to-end
-AWS infrastructure designed for auto-scaling, fault tolerance, zero-downtime deploys, and audit readiness from day one
FLAGSHIP BUILD (SANITIZED)
Private multi-tenant SaaS in production. 75+ functional modules covering finance, operations, credentials, and personal records under a single subscription. ~540-table Aurora Serverless v2 schema. Application-layer tenant isolation across a shared database. 12+ zero-downtime ECS rolling deploys. 10 production AI features using Anthropic Claude, each with per-tenant API key encryption and tiered token budgets.
ENGINEERING STACK
PHP 8.3 on ECS Fargate · Aurora Serverless v2 (MySQL 8.0) via RDS Proxy · ElastiCache Redis (TLS) · S3 + CloudFront (HTTP/3, IPv6) · AWS WAF (OWASP + rate limiting) · Secrets Manager · EventBridge · CloudWatch · Stripe billing · Plaid bank linking · AWS Connect voice · ClamAV + VirusTotal upload scanning
SECURITY POSTURE
Defense-in-depth, built in — not bolted on.
AES-256 encryption at rest, with per-record keys for the most sensitive data categories
Zero plaintext credentials anywhere — all secrets injected from AWS Secrets Manager at task start
Audit logging built to SOC 2 control patterns
Argon2id password hashing, TOTP 2FA, enforced MFA on the admin plane
Admin plane on a separate IP-allowlisted ECS cluster
TLS in transit everywhere, HSTS preloaded
OWASP Top 10 covered at the WAF, application, and code-review layers
Post-quantum migration planning for platforms with long-lived sensitive data (NIST ML-KEM / ML-DSA)
PRODUCTIZED ENGAGEMENTS
AWS Cost Architecture Audit — 1 week, fixed-bid. Targets 30–50% reduction.
Tenant Isolation Architecture Review — 1–2 weeks, fixed-bid. Assessment + remediation roadmap.
SOC 2 Pre-Audit Infrastructure Hardening — 4–8 weeks, fixed-bid.
Production Claude AI Integration — per-feature, fixed-bid. Security, budgeting, and observability included by default.
Post-Quantum Readiness Assessment — 2 weeks, fixed-bid. Crypto inventory, threat surface, migration roadmap.
Multi-Tenant SaaS Build (MVP through scale) — milestone-based.
WHO I WORK WITH
SaaS founders building for real production traffic, not pitch decks
Operators replacing manual processes with secure internal systems
Teams where security review, audit trail, or scale targets are non-negotiable
Not a fit for: throwaway prototypes, hourly hand-holding, or builds where security gets cut to ship faster.
FREE 15-MINUTE CONSULTATION
If you have a real build with real constraints, send a message with: what you're building, where you are now, and what's blocking you. I'll respond with whether I'm a fit and a 15-minute call to scope it. No pitch deck, no sales call — technical conversation only.
If your platform has to survive a security review, a load spike, or both — that's the lane I work in.
Steps for completing your project
After purchasing the project, send requirements so Derek can start the project.
Delivery time starts when Derek receives requirements from you.
Derek works on your project following the steps below.
Revisions may occur after the delivery date.
Kickoff: Scope Lock + Threat Model + Success Metrics
30-minute call to confirm feature scope, success criteria, edge cases, and security constraints. Output: written scope document signed off by both sides before any code is written. No surprises later, no scope creep.
Architecture: Integration Layer + Prompt Design
Design the integration layer (key isolation, token budgeting, observability), select the right Claude model (Haiku/Sonnet/Opus) for cost and latency, and design the production prompts. Delivered as architecture doc for your review.