Hire Dedicated Generative AI Engineers
Add a vetted generative AI engineer to build content and document generation pipelines, with formatting, checks and a review step built in before anything goes out.
50+ ERP and software projects. Zero failed projects since 2021.
Generating text is easy. Generating reliable text is not
A raw generation call without structure produces inconsistent output. The pipeline around it is what makes the feature usable at scale.
A pipeline, not a single API call
Reliable generation needs input handling, formatting rules, validation checks, and fallback behavior when the output does not meet the bar. A dedicated engineer builds all of this, not just the generation step itself.
- Input handling that copes with messy real inputs.
- Validation checks before output ships.
- Fallback behavior when generation falls short.
A review step, not an assumption of correctness
Generated content is a draft, not a final answer. A dedicated engineer builds a review step into the pipeline, whether that is automatic checks or a human approval stage, so nothing reaches a customer unchecked.
- A review step before customer-facing output.
- Automatic checks for format and basic errors.
- Clear escalation when something looks wrong.
The same three stages, whatever the content type
Product descriptions, marketing drafts or reports all move through this same shape.
From requirements to a working engineer in about two weeks
Everything you need to run the engagement smoothly
Dedicated to your project
The engineer works only on your account, not split across other clients' pipelines.
Direct communication
You talk to the engineer directly on your tools, with no account manager relay in between.
Flexible contracts
Full time, part time, or a fixed scope of work. Scale up or down with notice, not a long lock-in.
Output quality checks
Validation and review steps built into every generation pipeline before it ships.
Timezone overlap
Working hours arranged to overlap with your team for stand-ups and reviews.
Replacement guarantee
If the engineer is not the right fit, we replace them at no extra cost during the engagement.
What a dedicated generative AI engineer changes for your content workflow
Why teams hire generative AI engineers through TCB Infotech
Hiring generative AI engineers, answered
What does a dedicated generative AI engineer do?
How is this different from a prompt engineer?
Does the output go straight to customers?
What kind of content can be generated?
What is the engagement model?
What if the engineer is not the right fit?
Hire a Dedicated Generative AI Engineer
Book a free consultation. Tell us what you need generated, and we will shortlist engineers who fit your use case and your team.
Book a Free Consultation →No commitment. See a shortlist before you decide.
How Hiring a Dedicated Generative AI Engineer Works
From the requirements call to a reviewed generation pipeline in production. Here is how we vet, match and onboard every generative AI engineer we place.
Vetting, matching and onboarding, in that order
Every engineer is tested on real pipeline work
Before an engineer joins our bench, they are tested on pipeline design, input and output validation, and a hands-on task building a small generation pipeline with a review step. Only engineers who pass are shortlisted to clients.
- Pipeline design and validation fundamentals.
- Output formatting and quality checks.
- A real generation-pipeline build task.
You get a shortlist, not a resume pile
We match engineers to your specific use case: the content type you need generated, your existing systems, and the timezone overlap that works for your team. You see 2 to 3 fitting profiles, not fifty.
- Matched to your content type and use case.
- Matched to your existing systems.
- Matched to your working hours.
A structured start, then you take the lead
The engineer reviews your content requirements and existing systems, agrees the review step with you, and starts building the pipeline in the first week. You manage priorities directly from there.
- A review of your content requirements.
- An agreed review and approval step.
- Direct day-to-day management by your team.
Everything included in the engagement
Dedicated engineer
Works only on your account, not shared across other clients' pipelines.
Direct communication
Access to the engineer on your own tools, with no account manager relay.
Flexible contracts
Full time, part time, or a fixed scope, adjustable with notice as your roadmap changes.
Output quality checks
Validation and review steps built into every pipeline before it ships.
Timezone overlap
Working hours arranged to overlap with your team for stand-ups and reviews.
Replacement guarantee
A new engineer at no extra cost if the current one is not the right fit.