Softment Gig
RAG Accuracy + Evaluation Sprint
Improve RAG quality with eval sets, retrieval tuning, reranking, and grounded answer patterns.
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Softment Gig
RAG Accuracy + Evaluation Sprint
Improve RAG quality with eval sets, retrieval tuning, reranking, and grounded answer patterns.
Best for: doc assistants • internal KBs • support bots • knowledge search
Includes: source code + handoff notes + Performance checks
Description
RAG Accuracy + Evaluation Sprint (Production-ready)
If your RAG assistant is close—but not consistently accurate—this sprint fixes the fundamentals. We build evaluation sets, tune retrieval, add reranking/citations patterns, and validate improvements against real queries.
Basic
Eval set + quick tuning
Standard
Retrieval + rerank + eval harness
Premium
Production hardening + monitoring
What you get
- Eval set starter (20-40 queries)
- Top retrieval issues + quick wins report
- Answer + citation recommendations
- Retrieval tuning + reranking integration
- Eval harness + regression checks
- Latency + caching recommendations
- Handoff notes for iteration
- Production hardening plan + implementation
What we need from you
- Docs/content sources + access
- Real user queries (or proxy list)
- Current RAG stack details
- Latency/cost targets
Packages
Choose the scope that fits
Basic
$300
Timeline: 2-3 days
- Eval set starter (20-40 queries)
- Top retrieval issues + quick wins report
- Answer + citation recommendations
Standard
$900
Timeline: 7-10 days
- Retrieval tuning + reranking integration
- Eval harness + regression checks
- Latency + caching recommendations
- Handoff notes for iteration
Premium
$1,800
Timeline: 2-4 weeks
- Production hardening plan + implementation
- Freshness pipeline basics (optional)
- Monitoring hooks + runbook
- Post-launch roadmap recommendations
Explore
Plan your next step
If you need more than a fixed-scope package, these pages help you choose the right approach and scope a safe rollout.
FAQ
Common questions before you buy
Will this add citations to answers?
Yes. We implement citation-ready patterns and grounding recommendations so users can verify sources.
Can you improve accuracy without changing our DB?
Often yes. Chunking, filters, reranking, and eval-driven tuning can improve quality even on your current storage—full recommendations depend on your stack.
What happens after I place an order?
We review your scope, confirm deliverables, and send kickoff details within 24 hours.
Can I upgrade from Basic to Standard or Premium later?
Yes. You can start with any tier and upgrade when scope expands.
Do you provide source code and handover notes?
Yes. Every package includes source delivery and practical handover context.
How do revisions work?
Revisions are handled within the defined package scope. Out-of-scope requests are quoted separately.
Can you sign an NDA before kickoff?
Yes. We can work under a mutual NDA before project details are shared.
Do you support ongoing maintenance after delivery?
Yes. We can continue with maintenance, enhancements, and support after handoff.
Do package prices include third-party service costs?
No. Any external platform fees are billed directly by those providers.
Can this package be customised for my requirements?
Yes. If your scope is larger, use Talk to us and we will provide a custom estimate.
Need custom scope?
Talk to us before checkout
If your scope is larger than a package, we'll map a custom estimate and timeline.