01
Inbound triage
Tag, prioritize and route every inbound ticket, lead or alert.
[ 08 / Services ]
AI Workflow Automations
Replace manual ops with reliable AI pipelines — triage, enrichment, drafting and routing across your stack.
08
[ Capabilities ]
01
Event-Driven Pipelines
02
Human-in-the-Loop
03
Zero-Touch Ops
[ Overview ]
AI Workflow Automations
Most ops work is the same handful of decisions made on noisy inputs across half a dozen tools. AI automation collapses that work into reliable pipelines: triage incoming, enrich it, draft the response, route it, log everything.
We build event-driven AI workflows that plug into your existing stack — Salesforce, HubSpot, Zendesk, Linear, Slack, your data warehouse — with human-in-the-loop where it matters and zero-touch where it doesn't.
Teams using these pipelines clear their backlogs in hours instead of weeks, and start their week with summaries instead of triage queues.
[ What you get ]
- End-to-end automation for one or more business processes
- Connectors to your CRM, helpdesk, data warehouse and Slack
- Human-in-the-loop console for approvals and overrides
- Cost & SLA dashboard per workflow
- Reliability harness: retries, idempotency, dead-letter queues
[ Where it shines ]
Where it shines
02
Lead enrichment
Research, score and personalize at the speed of inbound.
03
Document workflows
Extract, validate and file structured data from any document.
04
Reporting & summaries
Daily digests written from your data, not from Notion.
[ Tools & stack ]
Inngest · Temporal · Trigger.devZapier · n8n · Make integrationsClaude · GPT · Gemma 4Postgres · pgvector · SnowflakeSlack · Salesforce · HubSpot APIs
[ Frequently asked ]
Frequently asked
01Will it replace our ops team?
It absorbs the grind so the team can focus on edge cases, exceptions and customer relationships — the work humans are actually good at.
02How do we know it's working?
Every run is logged with cost, latency and outcome. SLAs are visible from day one.
03Can it call our internal APIs?
Yes — we treat your APIs as first-class tools, with auth, retries and observability handled by the framework.
[ 01 ]
What we deliver
UltraMVP combines deep model expertise with battle-tested production engineering. Every engagement ships measurable outcomes — not just prototypes — built on a stack that includes Claude Code, OpenAI Codex, and custom Gemma 4 fine-tuned adapters.
- Event-Driven Pipelines
- Human-in-the-Loop
- Zero-Touch Ops
[ 02 ]
How we work
- Step 0101
Discovery and technical audit (1 week)
- Step 0202
Architecture and model selection
- Step 0303
Build, evaluate and harden for production
- Step 0404
Deploy with observability and on-going optimization
Ready for the edge?
Replace manual ops with reliable AI pipelines — triage, enrichment, drafting and routing across your stack.
Book a discovery call→[ MORE SERVICES ]
Services →01
Custom AI Development
End-to-end AI products: agents, copilots, RAG systems, and autonomous workflows built for production.
02
Custom Model Training
Fine-tuning Gemma 4, Llama 3 and proprietary architectures on your data for niche domain mastery.
03
Claude Code & Codex Integration
Leverage the latest Anthropic and OpenAI coding agents to automate complex software lifecycles.