How we work

The Subliminal Approach

01

Maximize ROI with every project.

We only develop solutions that maximize ROI and measurably drive numbers: productivity, revenue, hours saved, etc. We do not ship shiny "AI gadgets" and gimmicks that sound impressive on paper but are not actually useful.

02

Make work easier, not harder.

Real AI transformation reduces friction and supercharges productivity. We don't ship solutions that pile on extra steps, demand new processes, or add tools your team has to remember to use. If it doesn't take work off the plate, we don't ship it.

03

Solutions that compound.

We build solutions that become more powerful as models evolve. This allows productivity to compound across the organization, leading to exponential growth.

04

Privacy and security from day one.

Operating data is sensitive. Scoped capture, secure storage, audit logs, and a pre-deployment review with your IT and security teams are how every engagement starts, not how it ends.

A proven AI playbook

Tangible results in weeks, not months.

We start narrow and ship fast. Within 3 weeks, you can expect complete workflow discovery, a ranked backlog, at least one production automation, and a measured readout of hours and cost saved.

01

Set up

Pick the team(s), define the pilot scope, complete IT and security review, and agree on objectives, timeline, and deliverables.

02

Observe

Our workflow observability platform aggregates data from your company's systems and tools.

03

Analyze workflows

Subliminal analyzes the ingested data to identify recurring manual workflows which are ripe for automation.

04

Prioritize

Each workflow is automatically scored by hours spent, repetition, structure, human judgment required, integration complexity, and expected ROI from automation.

05

Build or hand off

Our elite engineers build the top automations, co-build with your team, or hand off a detailed implementation brief to a designated FDE team.

06

Measure

We report hours saved, cost saved, cycle-time reduction, adoption status, open risks, and other KPIs you care about.

Patterns we look for

Manual workflows with enough repetition to matter.

Every company has its own version of these. We find the specific examples by observing the work, then we decide which ones deserve engineering time.

Operations / Finance

Manual data movement

Employees move data between ERP, spreadsheets, email, and CRM because the systems do not quite talk to each other.

Finance / Ops / Legal

Invoice and document intake

Teams read structured documents, copy fields, validate against another system, and route exceptions by hand.

Finance / Strategy

Recurring reporting packs

Monthly and quarterly reports consume time in data assembly, formatting, and reconciliation before analysis can begin.

Support / CX

Ticket triage and routing

Support teams classify requests, search policies, draft responses, and decide which cases need escalation.

Sales / RevOps

CRM hygiene and sales follow-up

Reps and RevOps teams update records, summarize calls, enrich accounts, and chase missing fields after customer conversations.

Legal / Compliance / Risk

Compliance review workflows

Reviewers compare policies, contracts, KYC documents, or audit evidence against a known checklist and escalate exceptions.

Let's talk

Are you ready to supercharge your teams?

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.