Softment

Softment Gig

AI Guardrails & Prompt Hardening

Harden prompts and tool flows with guardrails that reduce injection risk and unsafe actions.

Prompt + system instruction reviewTool calling allowlists and checksSchema validation + safe outputsModeration and PII handling patternsEscalation and fallback logic

Top Rated on Fiverr • Upwork

Softment Gig

AI Guardrails & Prompt Hardening

Harden prompts and tool flows with guardrails that reduce injection risk and unsafe actions.

Prompt + system instruction reviewTool calling allowlists and checksSchema validation + safe outputsModeration and PII handling patterns

Best for: AI assistants • agents • RAG apps • tool-based workflows

From $300

Includes: source code + handoff notes + Performance checks

Description

AI Guardrails & Prompt Hardening (Production-ready)

Reduce risk before your LLM features hit production. We review prompts, tool calling, and data handling; then implement guardrails like allowlists, schema validation, and safer escalation flows backed by basic tests.

Prompt injection defenseTool allowlists + validationModeration/PII handlingEscalation patternsBasic red-team tests

Basic

Quick hardening pass

Standard

Guardrails + tests + policies

Premium

Security-focused review + monitoring

Typical delivery: Basic 2-3 days • Standard 7-10 days • Premium 2-4 weeks | Top Rated on Fiverr & Upwork

What you get

  • Prompt injection and tool-flow review
  • Guardrails checklist + quick fixes
  • Escalation/fallback recommendations
  • Schema validation + allowlist patterns
  • Moderation/PII handling integration
  • Basic eval set (risky queries) + tests
  • Handoff notes + policy guidance
  • Security-focused hardening pass

What we need from you

  • Current prompts + tool list
  • Known risky behaviors/examples
  • Data access/PII constraints
  • Target deployment environment

Packages

Choose the scope that fits

Basic

$300

Timeline: 2-3 days

  • Prompt injection and tool-flow review
  • Guardrails checklist + quick fixes
  • Escalation/fallback recommendations

Standard

$900

Timeline: 7-10 days

  • Schema validation + allowlist patterns
  • Moderation/PII handling integration
  • Basic eval set (risky queries) + tests
  • Handoff notes + policy guidance

Premium

$1,800

Timeline: 2-4 weeks

  • Security-focused hardening pass
  • Monitoring hooks + alerting recommendations
  • Red-team style scenario coverage
  • Post-launch improvements roadmap

FAQ

Common questions before you buy

Can you prevent all hallucinations?

No system can guarantee zero hallucinations, but we can significantly reduce risk with grounding, validation, and safer fallbacks.

Does this include evals?

Standard and Premium include a basic evaluation set and regression safeguards for high-risk queries.

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.

Talk to us
    AI Guardrails & Prompt Hardening | Softment | Softment