Most teams don’t have a dashboard problem. They have a trust problem.
You’re making decisions on numbers nobody fully trusts. We build the data infrastructure that makes them trustworthy again — dashboards that don’t lie, agents that do the boring 80%, and the unglamorous work of cleaning thirty-year-old databases.
// 40+ client orgs · weeks not quarters · fixed-fee when it fits
// the problem
Your pipelines break. Quietly. At the worst time.
The dashboard still loads. The numbers are just wrong — and you find out in the meeting, not before it.
// quarterly-review.dashboardlast sync 6 days ago
Revenue
#REF!
Active Users
???
Churn
—
Pipeline
FAILED
chart failed to load ↳ source: legacy_db.sales_v2 (unreachable)
· 3 pipelines failed overnight· data team notified· again· board deck uses stale data· last sync 6 days ago· revenue number disputed in standup· nobody owns the discrepancy· 3 pipelines failed overnight· data team notified· again· board deck uses stale data· last sync 6 days ago· revenue number disputed in standup· nobody owns the discrepancy
// before / after
The same data. One honest pipeline later.
// pipeline: degraded
legacy_db.sales_v2 ········ timeout (6d stale)
transform.revenue ········ #REF! upstream null
dashboard.board_q3 ······· serving cached data
owner ···················· unassigned
You find out in the meeting. Again.
// pipeline: healthy
snowflake.sales ·········· synced 4 min ago ✓
dbt.revenue ·············· 142 tests passing ✓
dashboard.board_q3 ······· live · trusted ✓
owner ···················· Argo + your team ✓
Numbers nobody disputes — because the pipeline behind them is sound.
// services
What we build.
We do serious things with data. We just refuse to be boring about it. Delivered by people you’d actually want to work with.
// revenue · last 12 mo
$4.2M ▲ 18%
Dashboards
Make the boring data sing.
// Domo + Snowflake + the rest of your stack.
// Boards executives can read in a meeting without three analysts on standby.
// Numbers nobody disputes — because the pipeline behind them is sound.
// data chat
AI Tools and RAGs
Agents that do the boring 80%.
// RAGs on your data, not the open internet.
// Agents that read 200-page agreements so a person doesn't have to.
// Anthropic partner. Production-ready, not demo-ware.
Partner-built. Opinionated. Fast. We sit beside your engineering team and build the data infrastructure they wish they had time to build themselves.
weeks not quarterszero data extractionHIPAA-certified engineersMSA on file
Malwarebytes sits on a lot of telemetry. The signal was there — endpoints, detections, customer fleets — but the picture wasn't. We built the Domo layer that turned the telemetry into something a security lead could read in a meeting without three analysts on standby.
Franco called it magic. We called it Tuesday. Both descriptions are accurate, depending on which side of the dashboard you're standing on.
Freddy's runs hundreds of locations and the data that comes with them — POS, inventory, customer flow, the operational tempo of a multi-unit restaurant business. Off-the-shelf wouldn't cover the shape of what they needed. We designed and built a custom data application around the shape they had.
Sean wanted something built around the shape Freddy's already had, not the shape an off-the-shelf product wished they had. We built that.
The SmartCycle Group keeps calling us back. We keep showing up. The work shape changes; the bar doesn't.
Robert's word for the pattern is “invariably.” His word for the quality is “second-to-none.” We don't have a marketing line that beats either one, so we let the words stand.
Trusted by
Malwarebytes
Freddy's
The SmartCycle Group
Goodwill
FranklinCovey
Mister Car Wash
Zayo
// crew
Five people who actually show up.
No bench warmers, no offshore hand-offs. The people on the website are the people on your call.
Andrew Chaffin
// Co-Founder
15+ years in data management, solutions consulting, and data science. Has helped hundreds of organizations turn raw data into real business value, with deep experience across every layer of the modern data stack.
DomoMongoDBAlationNIHBYU
John Stevens, PhD
// Co-Founder
20+ years in data strategy, analytics and product development. Former Principal Data Scientist at Domo. His PhD in Sociology — network and spatial statistical analysis — gives him a uniquely rigorous approach to complex data systems.
DomoPhD · SociologyNetwork Analytics
Carter Beck
// Director of Consulting
Guides delivery quality, client alignment, and the path from technical request to business outcome.
DomoConsulting
Sandra Palmer
// Consulting Manager
Keeps delivery clear, organized, and grounded in what users actually need to do next.
DeliveryOps
David Knight
// Consulting Manager
Turns complex requirements into dashboards, data systems, and handoffs that feel simple.
DashboardsData Systems
// talk
Your data, finally working for you.
No commitment. No pitch deck. Just an honest conversation about what’s actually possible.
// or book directly
30-minute consultation. We pick a thirty-minute slot, we read your stack, you decide if there’s a there there.