Subliminal works with PE firms and management teams as technical AI transformation partners. Our workflow observability platform allows us to uncover the manual workflows that are ripe for AI transformation and provide maximal, measurable value.
Employees often don't know which parts of their day-to-day work are ready for AI. Traditional consultants and FDEs can figure it out, but the discovery process is slow: interviews, shadowing, manual process mapping, and a long path from recommendation to implementation.
Subliminal bridges the gap. Our engineers work directly with your teams, while our observability platform gives them a live map of recurring workflows, wasted hours, and automation opportunities.
Our workflow observability platform finds recurring manual work, emits recommendations for automations, and estimates hours and costs saved.
Summary: Ops analyst exports SAP material data three mornings per week, reformats columns, and pastes the result into a shared planning sheet.
Recommendation: Automate end-to-end with a scheduled script that pulls SAP data, transforms the rows, writes to Sheets, notifies the ops channel, and logs each run for audit.
Summary: AP team opens vendor invoices from email, copies fields into ERP, checks for missing purchase orders, and routes exceptions manually.
Recommendation: Deploy an AI agent that classifies invoice emails, extracts header and line-item fields, pre-fills ERP records, and routes uncertain cases to a human review queue.
Summary: Sales reps update Salesforce after calls by summarizing notes, adding next steps, and filling missing account fields from public sources.
Recommendation: Augment the rep workflow with an AI assistant that generates call summaries, drafts CRM updates, enriches account fields, and flags records that need rep review.
Summary: Support lead classifies inbound tickets, searches internal docs, drafts a response, and escalates edge cases to product or finance.
Recommendation: Investigate further before automating — escalation criteria are unclear from screen activity alone. Once mapped, a triage agent can classify tickets, retrieve policy or product context, draft replies, and route only exceptions to the right owner.
Whether you're just starting out with AI or already have a full-fledged AI transformation initiative, we will help you take it to the next level.