Case Studies
Illustrative examples of the kind of work we take on — problem, approach, and outcome for each.
A logistics team was rebuilding a demand forecast in spreadsheets every week, taking roughly two full days and breaking whenever the format of an input file changed.
Built a data pipeline to normalize inputs automatically, then trained a gradient-boosted forecasting model with a lightweight retraining schedule and a monitoring dashboard.
The forecast now regenerates automatically each week. The team reviews the output instead of rebuilding it, freeing roughly two working days per week.
A subscription SaaS company's support queue was dominated by repetitive billing questions — refund status, plan changes, invoice lookups — each needing a human to check the same three systems.
Designed a LangGraph-based agent with explicit tool calls into the billing system and CRM, with confirmation steps required before any irreversible action like issuing a refund.
The agent now resolves most billing questions without human involvement, with every action logged for audit. Support ticket volume on that category dropped noticeably within the first month.
A mid-market manufacturer was running sales operations on a decade-old CRM that couldn't integrate with newer tools, but the sales team depended on it daily and couldn't tolerate downtime.
Rebuilt the CRM on a modern stack alongside the legacy system, ran both in parallel with a reconciliation process, and cut over gradually by team rather than all at once.
The full migration completed over twelve weeks with weekly checkpoints and zero data loss incidents, and the sales team now has integrations the old system couldn't support.
Tell us what you're building — we'll come back with a plan, a rough timeline, and a fixed quote.