Untapped automation

The most expensive work is the work nobody questions.

Once you can see how your organization actually operates, the repetition becomes obvious — manual handoffs, recurring reports, the same fix applied fifty times by fifty people. SigmaEra finds that work from real operational data and removes it.

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The Problem

The shape of the problem.

These are the numbers organizations find once they finally have a way to measure it.

77%

of employees using AI say the tools have added to their workload in at least one way. Tools alone do not remove work — only seeing the pattern does.

77%

of employees using AI say the tools have decreased their productivity and added to their workload in at least one way.

Source: Upwork Research Institute, 2024

40%

of a manager's time goes to firefighting today's problems or administrative work, rather than to the work itself.

Source: Deloitte Insights, 2025

209h

lost per knowledge worker per year to duplicated work and work that is no longer relevant — roughly a month of working days.

Source: Asana, 2021

Untapped automation

Once you have visibility into how your organization actually operates, patterns emerge — repetitive workflows, manual handoffs, bottlenecks. SigmaEra identifies these opportunities and automates them.

Today

  • Manual workflows nobody thinks to question
  • Repetitive tasks consuming skilled workers' time
  • No way to identify automation candidates from real data
  • Efficiency gains left on the table

With SigmaEra

  • Automation opportunities surfaced from real operational data
  • Workflows streamlined without disruption
  • Efficiency compounds over time as patterns are learned
  • Teams redirected to high-value work

You cannot govern what you cannot see.

SigmaEra is one layer between your people and every model they touch. Every interaction is governed, logged, and attributable — and where the deployment requires it, the entire data plane runs inside your own boundary. The longer it runs, the more it knows.

The SigmaEra Approach

One intelligence layer. Total control.

Five capabilities, one governed surface. Each one compounds the last.

Five stages · Protect → Emerge
  1. 01

    Protect

    Every AI interaction runs through a security layer that classifies PII, gates sensitive content at every read, and keeps isolation enforced by the database rather than by application code.

  2. 02

    Orchestrate

    One platform governs all AI usage — meetings, documents, workflows, chat — with full audit trails.

  3. 03

    Automate

    Self-learning agents discover repetitive patterns and build automations without being asked.

  4. 04

    Compound

    Corporate knowledge accumulates into a company-specific model that gets smarter every week.

  5. 05

    Emerge

    Over time, entirely new capabilities and insights surface — things no one thought to look for. This is the part you can't buy anywhere else.

The Compound Effect

Intelligence that builds on itself.

3–6h
saved per manager per week by eliminating manual reporting, follow-ups, and recurring admin.
1
company-specific model — your corporate knowledge compounds into a private intelligence layer that gets smarter every week.
Source: Platform security white paper — Model processing & training
10–25%
reduction in redundant organizational work — duplicate initiatives identified and consolidated automatically.
In Practice

What this actually looks like.

6 hours returned to a manager

  1. 1

    Meeting Summarizer

    Input & Translation

    Converts 4 hours of meeting recordings into structured summaries with decisions and owners

  2. 2

    Action Tracker

    Input & Translation

    Extracts 14 action items, assigns owners, and sets due dates — no one had to write them down

  3. 3

    Status Report Generator

    Admin Reduction

    Drafts weekly status report from meeting data — manager reviews in 3 minutes instead of writing for 45

  4. 4

    Follow-Up Reminder Bot

    Admin Reduction

    Sends follow-up messages to 6 team members on overdue commitments — automatically, with context

  5. 5

    Recurring Task Automator

    Admin Reduction

    Identifies the weekly reporting cycle as automatable and proposes a permanent workflow

3–6 hours of manual admin work eliminated — every week, automatically.

Stop leaking data. Start compounding intelligence.

Find the Repetition

  • Runs air-gapped inside your own boundary
  • Full audit trail on every interaction
  • 100 agents, one control plane
Request Demo
Who usually owns this

Operations

My teams are busy but nothing moves faster.

Finance

I'm funding AI and can't measure the return.

Sales & RevOps

What happens in calls never reaches the CRM.