Drake Insights
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Your data pipeline,fully automated.

Applied research, data operations, custom automation, and internal AI tools that reduce manual work and improve how organizations analyze information, make decisions, and operate.

Contact us View our work

Operational Infrastructure

We engineer solutions that replace manual overhead with reliable infrastructure, directly impacting your bottom line.

Extracting Survey Metrics
Aggregating Responses
Exporting Chart Data

Workflow Automation

Custom scripts and pipelines that take raw inputs and produce structured, formatted outputs without manual intervention.

Data Mining Stream

Data Acquisition

Custom programs that obtain and organize hard-to-work-with data for downstream analysis, scaling into millions of records.

POST /v1/ai/analyze
{
"document_id": "contract_draft_17b",
"task": "entity_extraction",
"output": {
"entities_found": 42
}
}

Build Internal AI Tools

Deploy scalable AI utilities to ingest documents and automatically standardize them into structured databases.

Most providers start with a fixed stack and ask your business to adapt.

We start with your workflow and build systems around the way you operate.

Our Process

We map the workflow, build the system, and keep it running.

/01

Workflow Assessment

We map exactly how data flows through your organization. We identify manual bottlenecks, trace where files move, and determine the best points for automation.

INTAKE
records.csv
ROUTER
/02

System Engineering

We construct custom infrastructure around the workflow you already run, so ingestion, extraction, routing, and storage work together as one system.

pipeline.py
import loader, extractor
def run(path):
raw = loader.read(path)
ent = extractor.run(raw)
db.insert(ent)
return db.verify()
console
LIVE
/03

Deployment & Continuity

We deploy into the operating environment, monitor drift, keep the jobs healthy, and iterate as the workflow changes so the system stays useful long-term.

MAINTENANCE SCHEDULER
cycle #1
Schema sync
complete
Data validation
complete
Integrity check
running
Next batch
queued
0 errors this cyclenext run in 6s

Case Studies

Selected project work.

View all projects
01

SEC Patent Licensing Extraction

A multi-source research system that linked government-funded patents, award records, public licensing evidence, and company data into a reviewable analysis layer.02

Podcast Editing and Social Media Automation Suite

An integrated production suite that accelerated podcast editing in DaVinci Resolve and turned finished episodes into reviewed social content at higher volume.03

Nonprofit Revenue and Program Research

A presentation-based analysis that translated public financial filings into a scoped plan for deeper program, patron, and outcomes research.

Contact

Tell us how we can help.

Give us a little context about the work and the outcome you have in mind. We’ll send a confirmation with a reference number when your inquiry is received.

Step one

Let’s begin with who we’ll be speaking with.