// Embedded Agentic Operations

Redesigning areas with Applied AI.
More revenue and more operational efficiency.

Work has changed.

Revert embeds Agentic Operations inside your areas. Directed by a Lead, executed by autonomous Embedded Agents, measured in delivered capacity.

10
squads per lead, in parallel
500 pts
capacity / squad · month
24/7
running in production
// 01 · (r)evolution

Where business, technology and Applied AI meet.

A Revert Lead runs up to ten squads in parallel. Each squad has 500 points of autonomous capacity per month. Analogous to tokens, but for real work: process mapping, redesign, development, automation, integration, maintenance. Running 24/7.

The engagement model changes too: you don't buy hours or licenses. You contract operational gain.

consulting

  • hour × person
  • fixed project
  • 6+ months

saas

  • user × month
  • license
  • quarter

rvrt

  • points × squad
  • operational gain
  • runs continuously
// 02 · offerings

Three ways to start.

Each is designed for a different stage of adoption. The path from one to the next is natural, not mandatory.

ignite

Applied AI Workshops

AI beyond the hype, applied.

Hands-on workshops for executives and high individual-impact talent (HIIC). The team doesn't leave with theory. It leaves with real problems, yours, already solved in the room, and with the method to keep applying afterward.

What's covered
  • Team knowledge assessment
  • Knowledge contextualization
  • Core concepts
  • Advanced concepts
  • Pain mapping
  • Solution planning
  • Solution execution
  • Solution audit
  • …and more

already ran: marketing · investments · credit · technology

learn more →
ai committee

Executive action

Steers without taking over the operation.

Structured oversight of the AI projects your team already runs. rvrt stands beside leadership with recurring priority, direction and governance. Each project advances through five phases, from projected ROI to the indicator measured in production.

Phases tracked
  • Alignment to strategy
  • Financial viability (ROI)
  • Execution planning
  • PRD and SDD review
  • Development oversight
  • Production
  • Observability
  • Result
  • …and more

recurring · governance · leadership

understand the committee →
// 03 · cases

Revert in action

bank · sales

Smart Cross Sell

It studies the customer base and scores propensity to buy another product (including credit). For each candidate (individual or company), it enriches the profile with research spanning public and private sources and satellite imagery, extracts signals and personalizes the first contact. The flow is autonomous and grows smarter as it runs, opening a revenue channel that didn't exist before.

before
  • no cross-sell
  • no scoring
  • no enrichment
  • salesperson without context
after
  • ongoing scoring
  • enriched profile
  • personalized first contact
  • new revenue channel
Asset FII · onboarding

Onboarding turned into a flywheel

The onboarding team checked multiple files and exchanged dozens of emails with clients and internal teams for every intake, capping scale at about 5 clients per operator. We redesigned the whole process as a flywheel: the client receives the request and sends the files, which are checked and interpreted automatically. Questions go straight to the responsible teams and follow-ups fire on their own.

before
  • file-by-file checking
  • cascading emails
  • ~5 clients per operator
  • stuck process
after
  • files checked automatically
  • automatic interpretation
  • autonomous follow-up
  • 10x+ scale
energy · sales

Agentic sales machine on WhatsApp

The sales force was field sales: 200 people on the street, with reach limited by geography. We built an agentic sales machine over WhatsApp covering the entire funnel: demand generation, first approach, negotiation, document checking, feasibility analysis, closing, closing audit, contracting and follow-up.

before
  • 200 people in the field
  • reach bound by geography
  • manual funnel
  • high cost per sale
after
  • agentic sales on WhatsApp
  • reach without borders
  • end-to-end funnel
  • audited closing
technology company · operations

Operations redesign

Proprietary flow and system replacing rigid off-the-shelf tools. Management with real-time alerts and messaging. Automations eliminating manual data entry across spreadsheets, Notion, ERP and CRM. HR, sales and finance, all on in-house tools, integrated, maintained and evolved in real time.

before
  • 12+ tools
  • manual data entry
  • rising cost
  • loose integration
after
  • in-house stack
  • 24/7 automations
  • more scale
  • fewer errors
apparel retail · finance

Finance process redesign

Finance ran in reactive mode: manual reconciliation ate the time, reports came out on demand, decisions happened on intuition. The strategic layer didn't exist. Finance was redesigned end to end and the client came to see its own business through finance, not despite it.

before
  • manual reconciliation
  • ad-hoc reports
  • no strategic layer
  • decisions on intuition
after
  • automatic reconciliation
  • periodic reports
  • more scale, fewer errors
  • strategy at the right time

The same method, in other areas.

A sample of what has come out of the same platform: it started in finance areas and expanded.

sales

CRM updated automatically or by voice

Events from Slack, e-mail and messages feed the CRM on their own.

sales

Autonomous SDR machine on WhatsApp

Prospecting and qualification run by agents, from first contact to the meeting.

sales

Autonomous sales machine on WhatsApp

Active and passive: runs the sales conversation end to end.

sales

Cross sell with portfolio scoring

Opportunity scoring and automatic portfolio allocation, including satellite imagery and public data.

operations

Agentic hub between areas

Agents bridge teams, with first-pass document checks and status updates with follow-up.

finance

Automated billing

For service companies: from measurement to issued invoice.

people

Admission and reporting hub

Multiple inputs, like benefit invoices, in a single flow.

operations

Facility hub

Centralizes preventive maintenance, tickets and facility vendors.

// 04 · who

Who leads Revert

Revert is born at the meeting of two worlds: financial markets and technology services at scale.

At the helm, an executive who ran a multinational technology-services firm with more than 1,500 employees. He knows, from the inside, where the traditional staffing model hits its limits. He knows why consulting can't deliver faster, and why SaaS can't deliver deeper.

Revert is not a bet on the future of knowledge work.

Your operation, ever more scalable.