Purpose-built agents for your hardest workflows.
When off-the-shelf is not enough, our applied AI team partners with you to design, build, and deploy custom agents on the MediaBloom platform - typically live in about 60 days.
Overview
What is Custom AI Development?
Custom AI Development is for teams whose most valuable workflows do not fit an off-the-shelf template. Our applied AI team - engineers, ML researchers, and domain experts - partners with you to map the workflow, design the agent, build the necessary tools and integrations, evaluate models against your real data, and ship to production on the MediaBloom platform. Most engagements go live in around 60 days with a clear SLA and success metric.
You get the governance, observability, security, and scale of the MediaBloom platform from day one: audit logs, role-based access, prompt versioning, evaluation harnesses, drift detection, and private deployment options including VPC and on-premise for regulated industries. We stay engaged post-launch for optimization, expansion, and long-term roadmap support.
Why teams choose it
Outcomes that compound
Applied AI team
Engineers, researchers, and domain experts embedded with yours.
Built on MediaBloom OS
All the governance, observability, and scale of our platform.
Own the outcome
Dedicated SLAs, security reviews, and long-term roadmap support.
Capabilities
Everything you need in one module
- Discovery and solution design
- Custom tool + action development
- Model evaluation and tuning
- Private deployments (VPC / on-prem)
- Ongoing optimization and governance
Use cases
Built for real revenue workflows
See Custom AI Development on your data in a 20-minute demo.
From kickoff to booked meetings in days, not quarters
- 1
Discovery
2-3 week sprint to map the workflow, success metric, and architecture.
- 2
Build
Custom tools, integrations, prompts, and evaluations - shipped in weekly increments.
- 3
Evaluate
Offline and online evaluation against your real data before production rollout.
- 4
Deploy and operate
Production deployment with SLAs, monitoring, and continuous optimization.
Works with the stack you already run
Native, bi-directional integrations mean Custom AI Development writes outcomes back to your source of truth - so attribution, compliance, and reporting stay clean.
Trusted across regulated and high-velocity industries
Custom AI Development is tuned for the compliance, tone, and speed requirements of each vertical we serve.
Custom AI Development - frequently asked questions
Fixed-scope discovery (2-3 weeks), then a build phase (6-10 weeks) to production. Post-launch retainer covers optimization and expansion.
Yes. VPC-isolated deployments in AWS, GCP, or Azure, plus on-prem options for regulated workloads.
We build custom eval harnesses against your historical data and gold-standard labels, plus online A/B testing with statistical rigor.
SOC 2 Type II, HIPAA-ready, GDPR-compliant. Additional certifications available for enterprise engagements.
You own the agent definitions, prompts, and data. The underlying platform remains MediaBloom IP but is licensed to you under your contract.