Services

Start with the production problem that cannot wait.

ProfitLabs provides AI engineering consulting services for stalled enterprise security reviews and customer-visible AI failures. Choose the trigger you need to resolve; each service shows where the problem lives, what changes in the system, and how the result is verified.

Book a 30-minute consultation

30 minutes. No deck. Leave with a clear next step.

Two practice lines

Choose the practice line that matches the trigger

Enterprise-Ready AI Security

“We're losing enterprise deals in AI security review.”

Build reusable buyer answers, evidence links, and tested AI controls.

Explore this practice line
AI Reliability Engineering

“Our AI breaks in production.”

Diagnose the failing stage, implement the repair, and keep the release gate.

Explore this practice line

Full service menu

AI engineering consulting services for eight production triggers

Choose hands-on help with AI compliance, red-teaming, RAG, LLM evals, MCP servers, model migration, durable agent workflows, or AI cost control.

Enterprise

AI Compliance

Turn one active AI security review into a reusable control-and-evidence pack.

See how it works
Enterprise

AI Red-Teaming

Find reproducible AI attack paths, ship priority fixes, and keep the regression suite.

See how it works
Reliability

RAG Rescue

Isolate the failing RAG stage and put measured behavior in CI.

See how it works
Reliability

LLM Evals

Build production-shaped cases, calibrated scorers, and a CI release gate.

See how it works
Reliability

MCP Servers

Ship a multi-tenant MCP server with server-side authorization and auditable tools.

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Reliability

Model Migration

Move providers with eval parity, staged traffic, and a tested rollback.

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Reliability

Durable Workflows

Make long-running agent work resumable, idempotent, and operable.

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Reliability

AI Cost Rescue

Tie spend to completed workflows, then remove measured waste behind eval guardrails.

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FAQ

Choosing the right scope

Bring the production trigger. Leave with a clear scope.

Book a 30-minute consultation

30 minutes. No deck. Leave with a clear next step.