Data Consulting

Data Integration Consulting focuses on consolidating data from multiple sources into a unified system or data hub.

Key services

Master Data Management
Data Consulting
Workflows & Automation
Custom API Integrations
Business Analysis

K-12 Data Consulting

One partner. One data language. One truth for every family.

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Your Problem (sound familiar?)

  • “Which spreadsheet is newest?” – nightly exports, shared drives, color-coded tabs…version chaos.

  • “Just add it to the SIS” – but the SIS can’t ingest counselor notes, state uploads, or bus-route files.

  • 2025-26 enrollment snapshot takes 4 people, 3 days, and a prayer.

  • Board asks for “simple” attrition by zip-code; you email three vendors and still guess.

  • State reporting errors = funding claw-backs.

  • Teachers keep paper backup rosters because they don’t trust the screen.

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Our Service: Data Consulting that Puts Educators Back in Charge

Phase 1 – Listen, Map & Model
  • Shadow your staff for one week; log every manual data touch.

  • Inventory every source: assessments, SIS, LMS, transportation, finance, HR, after-school apps.

  • Tag each field/function for quality, privacy level, and “last time anyone actually used it.”

  • Star-schema that mirrors your business: student → enrollment → sections → attendance → outcomes.

Phase 2 – Create & Move
  • Utilize map to build out ideal data flows.

  • Determine "source of truth" in the data process

  • Create district-owned data lake (AWS/GCP/Azure) with role-based access; no new vendor lock-in.

  • Nightly sync or real-time API pipes; error queues visible in Slack/Teams.

  • One-click CALPADS/CEDARS/CRDC exports; validation rules stop bad files before submission.

  • Document process for importing data properly.

Phase 3 – Clean & Standardize
  • Auto-detect schema drift; build codebook so “EL” always means English-Learner, not soccer’s “El” class.

  • Run fuzzy-match scripts to merge 47 variations of “José García.”

  • Enforce data priority "source of truth"

Phase 4 – Visualize & Act
  • Principal/Admin dashboards: lead statuses, application failure, micro-event flags updated daily.

  • Recruiter “one-pager” auto-emailed each Monday: new parent contacts, high value leads, new applications.

  • Operations KPI deck auto-generated for board meetings.

Deliverables We Sign Up For
  • Improvement on KPIs by 10-20%

  • Data Quality Scorecard – ≥95 % accuracy within 90 days.

  • Daily refresh on key metrics.

  • Living data-dictionary your IT team can actually maintain.

  • Training videos + office hours until staff say “we got this.”

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Tech Stack (we’re agnostic)

PowerSchool, SchoolMint, Alma, HubSpot, Salesforce, Airtable, Zapier/Make, Tableau, Python—open source first, license second.

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Next Step

Book a free 30-minute “Data Headache” call. Bring your ugliest export or reporting dashboard.

Stop reconciling. Start educating. Let’s make your data make sense.

CRM consulting firm with innovative solutions

Established 2019

Pages

Home

Services

Blog

Contact

hello@darkframe.co

‪(323) 455-4458‬

453 S. Spring Street
Los Angeles, CA 90013

CRM consulting firm with innovative solutions

Established 2019

Pages

Home

Services

Blog

Contact

hello@darkframe.co

‪(323) 455-4458‬

453 S. Spring Street
Los Angeles, CA 90013

CRM consulting firm with innovative solutions

Established 2019

Contact

hello@darkframe.co

‪(323) 455-4458‬

453 S. Spring Street
Los Angeles, CA 90013

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