AI Integration
Add useful, cost-controlled AI to your existing SaaS.
6–12 weeks$30k – $100k
What you get
Skip the hype. We integrate LLMs and ML where they move a real KPI — and we put guardrails, cost controls, and evals in place.
Ideal for: Established SaaS teams shipping their first AI features.
Deliverables
- AI feature live in production
- Eval suite and quality dashboard
- Cost-control configuration and alerts
- Operator runbook for prompt changes
What's included
- Use-case selection and ROI sizing
- LLM provider evaluation (OpenAI, Anthropic, Llamame)
- Retrieval-augmented generation (RAG) pipelines
- Prompt orchestration and evals
- Per-tenant cost limits and rate limiting
- PII redaction and prompt-injection defences
- UX integration and feature flagging
- Observability for latency, cost, and quality
How we work
- 1
Use-case workshop
Pick one or two features with clearest user value.
- 2
Pilot
Build a closed alpha behind a flag, with eval set.
- 3
Hardening
PII redaction, abuse limits, model fallbacks.
- 4
Rollout
Gradual launch with monitoring and feedback loops.