AI Automation
AI helps where rules break on messy text and documents. We connect models to workflows you already run, with review queues for low confidence output.
Automate repetitive work with AI
1.
Process candidacy scan
We score tasks by repetition, text volume, and error cost.
2.
Model selection
Hosted API or private deploy based on data sensitivity.
3.
Prompt and validation design
Schemas enforce fields CRM expects.
4.
Human review queues
Low confidence items wait for approval.
5.
Continuous improvement
Corrections feed better prompts and examples.
Structured outputs feed CRM and ops tools, costs stay capped, and humans approve edge cases.
AI where rules break
Unstructured email, PDFs, and chat become structured records.
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Still auditable
Outputs log confidence and source text for review.
Plugs into existing automations
LLM steps sit inside Zapier, custom jobs, or ERP flows.
Cost controlled
Token use and batch windows keep bills predictable.
AI where rules break
Unstructured email, PDFs, and chat become structured records.
Still auditable
Outputs log confidence and source text for review.
Plugs into existing automations
LLM steps sit inside Zapier, custom jobs, or ERP flows.
Cost controlled
Token use and batch windows keep bills predictable.
AI where rules break
Unstructured email, PDFs, and chat become structured records.
Still auditable
Outputs log confidence and source text for review.
Plugs into existing automations
LLM steps sit inside Zapier, custom jobs, or ERP flows.
Cost controlled
Token use and batch windows keep bills predictable.
AI where rules break
Unstructured email, PDFs, and chat become structured records.
Still auditable
Outputs log confidence and source text for review.
Plugs into existing automations
LLM steps sit inside Zapier, custom jobs, or ERP flows.
Cost controlled
Token use and batch windows keep bills predictable.
How we build AI automation workflows
01
Document sample set
02
Build prototype flow
03
Accuracy benchmark
04
Production wiring
05
Review cadence
How we build AI automation workflows
01
Document sample set
02
Build prototype flow
03
Accuracy benchmark
04
Production wiring
05
Review cadence
Frequently Asked Questions
All Your Queries in One Place
Save time without losing oversight
High volume tasks automate; sensitive actions wait for approval.
Save time without losing oversight
High volume tasks automate; sensitive actions wait for approval.
Less manual typing
Inbox and PDF data lands in systems automatically.
Faster turnaround
Tasks finish in minutes instead of hours.
Fewer transcription errors
Validated schemas catch bad fields.
Composable building blocks
New flows reuse proven AI steps.
Less manual typing
Inbox and PDF data lands in systems automatically.
Faster turnaround
Tasks finish in minutes instead of hours.
Fewer transcription errors
Validated schemas catch bad fields.
Composable building blocks
New flows reuse proven AI steps.
Inbox and PDFs eating hours?
Send redacted samples. We will benchmark extraction accuracy against manual work.