Capabilities/Company-wide Automation

Capability 04

Map the work.
Automate what
should be.

We map your roles and processes end to end, find where AI and automation actually pay off, and build it — measurable hours back, fewer handoffs, less risk. No automation for automation’s sake.

Map your processes → What we build →

End-to-endRole mapping

MeasuredHours back

PragmaticRight targets

Intake requestManual

Validate & enrichAutomated

Route & assignAutomated

ApproveHuman

Archive & reportAutomated

What we build

Automation that earns its keep.

We start by understanding the work, then automate the parts that genuinely should be — and leave the rest to people.

Role & process mapping

A clear map of who does what, where time goes, and where the friction is.

Opportunity scoring

Honest scoring of what’s worth automating — and what isn’t.

Workflow automation

Automations that move work across your systems without the manual handoffs.

Document & data processing

Vision and language models that read, extract and route documents and data.

Agent-driven operations

Agents that own multi-step processes end to end where it makes sense.

Change & enablement

Training and rollout so your people adopt it — not work around it.

How we do it

From map to measurable return.

We don’t guess. We map the real process, target the right work, and prove the result.

01 · Map

See the whole process

We deploy AskVicky to document roles, steps, systems and time across the workflow.

02 · Prioritize

Pick the right targets

We score by impact, effort and risk, and rule out the wrong ones.

03 · Build

Automate & integrate

We build the automations and agents, integrated with your stack.

04 · Measure

Prove the return

We instrument hours saved, error rates and throughput as it scales.

Our method · Operations Intelligence

Meet AskVicky.

A structured discovery of where automation creates real ROI in your business — grounded in how your team actually works, not how the org chart says they do.

Before we automate a single step, AskVicky maps the real operation: the workflows, the bottlenecks, and the shadow systems quietly holding everything together. It’s how we know what’s worth automating — and what to leave alone.

Vicky, AskVicky's operations intelligence analyst

AskVickyOperations Intelligence

Inside the engagement

How Vicky maps your operation.

Onboarding

Policies, roster, org chart, and product & market review.

Executive interviews

Founder and executive surveys and interviews.

Management interviews

Middle-management surveys and interviews.

Employee reviews

Frontline input on how the work really happens.

Knowledge Cloud

Multi-pass divergent analysis across everything gathered.

Executive Report

The Operations Intelligence Report, ready to act on.

Mission-based governance, built in.

Every engagement runs inside Vicky’s guardrails — sensitive employee and company data is handled to a standard your people and your board can trust.

Interview example

She asks what your
sharpest operator would.

Vicky runs structured interviews that go past the org chart — separating process gaps from people problems, and probing exactly where decisions stall.

Adapts follow-ups in real time to what each person says
Surfaces the shadow work and coverage gaps leaders miss
Every transcript feeds the scored opportunity analysis

Vicky Live interview

When Priya and Daniel disagree, what’s usually at the core — what gets built, how much, or the timeline?

It’s prioritization. Priya wants to ship for the launch; Daniel wants to fix tech debt first. We’ve no shared framework, so it gets relitigated every standup.

“Neither is wrong” is the clearest sign this is a framework problem, not a people problem. Is there a roadmap or scoring rubric they both work from — or is it freeform right now?

Deliverables · What you get

The Operations Intelligence Report.

A single document your leadership team, board and operations leads can act on — backed by interview data, scored against industry-standard maturity rubrics, and prioritized by ROI.

Process Maps

Every workflow, scored across 8 maturity dimensions (CMMI-aligned).

Bottleneck & Constraint Analysis

Where work actually gets stuck — Theory of Constraints applied to your operations.

Shadow System Inventory

The spreadsheets, side-channels and workarounds quietly holding the company together.

Reality Gap

Where what leadership thinks happens differs from what actually happens.

Scored Automation Opportunity List

Tier A / B / C candidates ranked by ROI, readiness and risk.

90-Day Action Roadmap

What to do first. What to stabilize before automating. What to leave alone.

Where it runs

Automation across the organization.

Process intelligence applied where the handoffs and paperwork pile up.

EnterpriseOperations

Back-office automation

Cross-system workflows that cut manual handoffs and rework.

DAS Labs clinical administrative automation: a care team reviewing an automated tasks dashboard across intake, documentation, scheduling and care-team work

HealthcareAdmin

Clinical & admin ops

Automating documentation, scheduling and coordination around care.

DAS Labs computer vision verifying components in a safety-critical industrial plant, each checkpoint confirmed

Nuclear PowerCompliance

Process & compliance

Automation built to the audit and safety standards of the sector.

MappingField

Field operations

Automating dispatch, tracking and reporting in the field.

Goes further with

The engine behind automation.

Common questions

Frequently asked questions

How do you decide what to automate?

We map roles and processes end to end, then score each opportunity by return — hours saved, error reduction, and risk — so you automate what actually pays off rather than what looks impressive.

What is the difference between automation and AI agents?

Automation handles defined, repeatable workflows deterministically, while AI agents take action across systems where judgment is needed. We apply each where it fits, using AI only where it creates differentiated value.

Why do most automation projects fail?

Most automation projects fail because nobody maps the work first. The ones that succeed map processes, score ROI, and know where automation creates value before building anything.

How does an automation engagement start?

It starts with role and process mapping and opportunity scoring, then builds the highest-return workflows first so you see measurable hours back early.

Bold thinking, dynamic solutions

Have a problem worth
solving with AI?

Tell us what you're trying to do. We'll tell you honestly whether AI is the right tool — and if it is, how we'd build it.

Book a 15-min call →

Map the work.Automate whatshould be.