AI Accelerators
RAG-in-a-Box
Production RAG template with ingestion, evals, guardrails, and a cost dashboard — wire in your data, ship in days.
- Eval harness included
- Multi-provider LLM router
- PII redaction layer
Tekravio Labs
Accelerator kits. Months → days.
Production-grade starters and internal SaaS tools — extracted from real Studio engagements so your team starts at sprint 5, not sprint 1.
The Catalog
Battle-tested. Not boilerplate.
Every kit ships from a real client problem we solved twice — so we built it once, properly.
Platform Kits
SaaS Starter Stack
Auth, billing, multitenancy, audit logs, and admin dashboards — opinionated, typed, and tested.
- Stripe + Paddle adapters
- Role-based access control
- Audit + compliance ready
Internal SaaS
Ops & Data Tooling
Internal dashboards, data backfills, runbooks, and on-call tools that operations teams actually want to use.
- Self-serve runbooks
- Backfill orchestration
- On-call rotation UI
How it works
Licensed. Integrated. Owned.
Kits are licensed per project and integrated by the same Studio seniors who built them. You get the source, the tests, and the architectural decisions — not a black box.
- Source-available, perpetual license
- Senior engineer-led integration
- Upgrades shipped as PRs
- Roadmap shaped by integrators
"We compress the first three sprints of any new build into a clean checkout. Then the seniors take it the rest of the way."
— Labs engineering lead
Use Cases
Kits in action.
SaaS
AI-native document search for a legal tech startup
Deployed a RAG-in-a-Box kit with custom ingestion pipelines for contracts and case law. Lawyers query in natural language and get cited answers with source paragraphs in under 2 seconds.
RAG-in-a-BoxOpenAIPineconeNode.js
Cybersecurity
Self-serve compliance audit platform
Used the SaaS Starter Stack to launch a multi-tenant compliance tool with RBAC, audit logs, and Stripe billing in 4 weeks instead of 4 months.
SaaS StarterStripePostgreSQLReact
Operations
Automated data backfill and reconciliation
Built an internal Ops tool that orchestrates scheduled backfills across 6 data sources, with failure retries, Slack alerts, and a self-serve runbook library.
Ops ToolingTemporalPythonDocker
HR Tech
Internal hiring workflow engine
Replaced scattered spreadsheets with a unified hiring dashboard — candidate tracking, interview scheduling, and offer approvals with real-time Slack notifications.
Internal SaaSNext.jsGraphQLAWS
Cloud Infrastructure
Multi-tenant observability portal
Shipped a white-label observability dashboard that ingests metrics from client Kubernetes clusters and generates auto-refreshing Grafana-like views with RBAC isolation.
Platform KitGoClickHouseKubernetes
Customer Support
Agentic support triage system
Integrated a guardrail-heavy LLM router that classifies incoming tickets, drafts responses, and escalates only the ambiguous ones — cutting first-response time by 70%.
AI AcceleratorsLangChainRedisFastAPI
Clients
Teams that started with a kit.
Legal Tech
LexiQuery
AI search live in 3 weeks
Cybersecurity
FortifyOps
SOC 2-ready SaaS in 4 sprints
Operations
DataStream
6 backfills automated
HR Tech
HireFlow
Hiring cycle cut by 40%
Cloud Infra
CloudWatch
Multi-tenant observability portal
Customer Support
SupportAI
70% faster first response
Client names are representative placeholders. Real references available on request.
Skip the first month. Start on the hard part.
Tell us what you're building. We'll tell you which kit fits and what a Studio integration sprint would look like.
Request access