01
Integration code in your repo
Branch + PR in your repo, code review with your team, merged behind feature flag.
API wiring · LLM swap · vector DB · voice / image pipelines AI Integration Services
AI Integration Services
for Existing NSFW Platforms
You already have a platform. You want AI features bolted on without a full rebuild. We wire chat APIs into your existing user table, swap your LLM, add image generation to your DM flow, drop voice notes into your messenger. 6–14 day sprints, fixed quote per integration.
6-14d
Typical integration sprint
50+
NSFW integrations shipped
<$15k
Average sprint cost
0d
Downtime during cutover
TL;DR
You have a creator platform, an adult chat app, or a paid-content site. You want to add AI — companion chat, image generation in DMs, AI moderation, voice-cloned auto-replies — without rebuilding the whole thing. We do the wiring sprints: 6 to 14 day fixed-quote work that plugs the AI into your existing user table, billing, payouts, and admin panel. Most common integrations: LLM swap (OpenAI → fine-tuned Llama), vector-DB memory layer, NSFW image API into chat threads, voice / TTS into messaging, content moderation on uploads. 50+ shipped, zero downtime cutovers.
What this actually is
Bolting AI into your existing platform, not building a new one
Most adult tech founders already have a platform. A creator subscription site. A chat app. A cam platform. A custom-clip marketplace. They built it last year, paying users are on it, it works. What they don’t have is AI features — the things their newer competitors are charging premium for.
You don’t need to rebuild. You need integration work. We bolt the AI in. LLM swap (your OpenAI calls migrated to a fine-tuned Llama 3 hosted on your infra, half the cost, no content refusals). Vector-DB memory layer (Pinecone / Weaviate dropped in so your chat remembers users across sessions). NSFW image generation in your DM flow (creator sends a prompt, AI generates the image, posts in the thread). Voice notes via TTS (cloned voice replies in the creator’s style). Auto-moderation on uploads (PhotoDNA + age estimation before content publishes).
These ship in 6 to 14 day sprints. Fixed quote per integration. We work alongside your dev team (or take over completely if you don’t have one). Cutover happens during a maintenance window or behind a feature flag so paying users see no downtime.
Who hires us for this
- Creator subscription platforms — Have working OnlyFans-style sites, want to add AI image gen + AI-DM in creator tools
- NSFW chat / messaging apps — Running on OpenAI right now, paying $20k/month, want to migrate to fine-tuned Llama at $4k/month
- Cam / live-stream platforms — Want AI co-host + AI moderation overlay on existing stream infrastructure
- Adult content marketplaces — Need automated content moderation, age verification, CSAM screening on every upload
- Dating / adult social apps — Want AI personas, AI matchmaking, AI conversation starters on existing user graphs
Why founders pick NSFW Coders for this
- We’ve seen 50+ adult stacks — WordPress, Laravel, Django, Rails, custom Node, even one Perl monolith. Yours isn’t weirder than what we’ve seen
- Feature flag + canary by default — Every integration rolls out behind a flag. Test on 1% of users first, expand on signal
- NSFW-aware from minute one — We know what compliance, CSAM, age-gate hooks need to look like. Not learning on your dime
- Fixed-quote sprints — No hourly invoices. You see the price before kickoff and that’s the price you pay
- Hand-off documentation included — Architecture diagrams, runbooks, monitoring dashboards. Your team owns it after we leave
What you get
Integration sprint deliverables
You get the code, the documentation, and a working production rollout. Not a slide deck.
02
Architecture diagram
Before / after request flow, data flow, dependency map. 1-page Mermaid diagram.
03
Runbook + on-call docs
How to deploy, how to roll back, alerts to watch, common failure modes.
04
Monitoring dashboard
Grafana / Datadog / CloudWatch dashboard with the metrics that matter for the integration.
05
Feature flag config
LaunchDarkly / GrowthBook / homegrown flag. Roll out 1% → 10% → 100% with one click.
06
Rollback plan
Documented + tested. We never ship without a way to back out within 5 minutes.
How a sprint runs
6 to 14 days from kickoff to live
Five phases. We share a fixed quote on day 1 of the discovery call.
01
Discovery + arch review
NDA call. Read your repo, look at your DB schema, talk to your dev team. Quote within 48h. 1-2 days.
02
Build in branch + tests
Code the integration on a branch in your repo. Unit + integration tests included. 3-7 days.
03
Feature flag rollout 1%
Deploy behind a flag, enable for 1% of users. Watch metrics for 1-2 days.
04
Expand to 10% then 100%
Step up gradually as confidence grows. Roll back instantly if anything spikes. 1-2 days.
05
Hand-off + on-call
Architecture diagram, runbook, monitoring dashboard delivered. Optional 30-day on-call.
Stack & methodology
Stacks we’ve integrated most often
Real results from real builds
Numbers from past integrations
Real client outcomes. Names changed, ranges real.
60%
LLM bill reduction
OpenAI to fine-tuned Llama 3 70B migration for an AI companion app. Same quality, 60% lower monthly cost.
11d
Median integration time
Across 50+ sprints. Includes discovery, build, rollout, hand-off.
+38%
Retention from AI feature
Adding AI image gen to DMs on a creator platform. 38% higher week-4 retention on cohort.
0
Production incidents we caused
Across all 50+ shipped integrations. Feature flags + canary rollout = no big-bang failures.
99.9%
Uptime through cutover
Migration sprints completed during maintenance windows or behind flags. Zero user-facing downtime.
4hr
Average rollback time-to-action
If we see something off in the canary, we roll back in under 4 hours.
Transparent pricing
Fixed quote, no surprise invoices
Pick the closest fit. We adjust scope, not invoice.
Single Integration
$8,000
one-off · 1 integration, 6-10 days
- 1 specific integration (LLM swap / vector DB / image gen / TTS / moderation)
- Up to 1,500 lines of new code
- Feature flag rollout 1% → 100%
- Architecture diagram + runbook
- 14-day post-launch support
Multi-Integration Sprint
$18k
one-off · 3 integrations, 14-21 days
- 3 integrations in parallel (e.g. LLM + memory + voice)
- Full architecture review of your stack
- Feature flag + canary on all three
- Monitoring dashboard
- 30-day post-launch support
Embedded Team
$25k/mo
monthly · ongoing capacity
- 2 senior NSFW-experienced engineers
- Ongoing integration work, monthly cadence
- Slack-based daily standup with your team
- 4-week rolling sprint backlog
- Cancel any month, no notice required
Pair this with
Services that stack with this one
Most founders we work with hire two or three of these together. The handoffs between them are how we hit our timelines.
AI Companion App Development
When integration won’t cut it — full rebuild with AI baked in from the start.
See the page →AI Model Training
Train your model first, then we integrate it. Same vendor, faster delivery.
See the page →NSFW Chat / Roleplay API
Drop-in chat layer that integration sprints often migrate clients onto.
See the page →NSFW Image Generation API
The image API we wire into client platforms most often.
See the page →NSFW Moderation API
Auto-moderation integration is one of our top three requested sprints.
See the page →Moderation & Compliance
Policy work that pairs with moderation integration sprints.
See the page →FAQ
Questions we get every week
Do you work on my codebase or do I have to migrate to yours?
Yours. We push branches and pull requests to your repo. Code reviews happen in your normal review tool (GitHub / GitLab / Bitbucket). You merge when ready. We work alongside your team or take over completely if you don’t have one. No migration to "our platform" — we don’t have one.
What AI integrations do you do most often?
Top five: (1) LLM swap from OpenAI / Claude to fine-tuned Llama 3 / Mixtral, usually for cost reduction or NSFW unblock; (2) Vector-DB memory layer (Pinecone / Weaviate) for chat history persistence; (3) NSFW image generation API into messaging / DMs; (4) Voice cloning / TTS for voice notes; (5) Auto-moderation (CSAM + age) on uploads.
How long does an integration take?
6 to 14 days for a single integration. 14 to 21 days for a multi-integration sprint. We share a fixed quote and a Gantt chart within 48 hours of the discovery call. Roughly half the time is the build, the rest is feature-flag rollout and monitoring.
How much do AI integration services cost?
Single integration: $8,000 (one specific integration, 6-10 days). Multi-integration sprint: $18,000 (three integrations in parallel, 14-21 days). Embedded team: $25,000/month (2 senior engineers, ongoing capacity, cancel anytime). All prices fixed-quote, no hourly invoices.
Do you handle the production rollout or just write the code?
We handle rollout. Feature flag goes in, we enable for 1% of users, watch metrics for 24-48 hours, expand to 10%, expand to 100%. If anything spikes, we roll back within 4 hours. Most integrations go from 1% to 100% in 2-3 days post-build.
What happens if the integration breaks something in production?
Two safety nets: (1) feature flags — we can disable the integration globally in under 60 seconds without a deploy; (2) rollback plan — documented and tested before rollout starts. Zero production incidents across our 50+ shipped integrations because we never ship without these in place.
Can you cut my OpenAI bill?
Often, yes. The most common LLM swap is OpenAI → a fine-tuned Llama 3 70B served on dedicated GPU pool. For high-volume NSFW chat apps this typically cuts the monthly LLM bill by 50-65% while removing content refusals. The catch: you need enough traffic to justify the dedicated infra. If you’re spending less than $3,000/month on LLM calls, stay on OpenAI — the migration won’t pay for itself.
Do you sign NDAs?
Always. NDA before discovery call. We can also sign reciprocal NDAs and offer source-code escrow for engagements with high IP sensitivity.
Bolt AI into your platform in 6–14 days
Free architecture review call. NDA before you share a single line of code. Quote within 48 hours.
Get my integration quote