Meet your new team.
Ambient, cognitive and agentic-- teams that work your business problems the way a great team would — and keep working them after the plan is signed and everyone else has moved on..
Category Strategist
Maya Reyes
Demand Forecaster
Theo Nakamura
Assortment & Space Planner
Priya Shah
Price & Promotion Analyst
Elena Lindqvist
Supplier Liaison
Jonah Kim
Executive Stand-In
Dana Vogel
Why we built it
Your business moves in real time. Now it can run that way.
Most organizations still decide in cycles and act in queues — answering last quarter's question with last quarter's information. A team that senses what is changing, decides what matters, and acts on it lets you move at the speed of your own reality.
- 1seconds
Sense
A signal arrives — a data drop, a deviation, a competitor move.
- 2minutes
Decide
The right specialists compose around it and re-plan.
- 3same day
Act
Inside authority it acts; above it, it pauses and asks.
- 4every cycle
Learn
The outcome is graded and written back into memory.
The old loop — quarterly review, queued request, next planning cycle — answers last quarter's question with last quarter's information.
The difference
Agents run playbooks. Teams solve problems.
One agent doing a job is workflow automation. A digital team is a different thing. Here is the difference, row by row.
Wakes up
Fixed agent
On a schedule, or when a person clicks.
Digital team
On a signal from the business: a data drop, a deviation from plan, a competitor move.
Team shape
Fixed agent
Fixed. One agent, one job, one workflow.
Digital team
Self-composing. The right specialists join the problem and leave when done.
When the world changes
Fixed agent
The workflow keeps running as written.
Digital team
The team re-plans, and tells you what it now believes.
Memory
Fixed agent
A prompt and a context window.
Digital team
Six layers, institutional memory from this session back through last year and across the network.
Authority
Fixed agent
Whatever the integration allows.
Digital team
An explicit decision matrix. It decides, or it pauses and asks.
Gets better
Fixed agent
When someone rewrites the prompt.
Digital team
Every cycle. Mistakes are written back into memory and the books.
What it costs
Fixed agent
Seats and token meters.
Digital team
A fixed price per job, with a guaranteed result.
SIX TRAITS
What makes it a team.
- 01
Ambient
Always on. The team wakes on signals from the business, not on a schedule and not on a click.
- 02
Self-composing
Membership forms around the problem. The right specialists join, and they leave when the work is done.
- 03
Cognitive
Each member reasons with a role, a goal and skills it loads on demand — and pauses to ask a human when a decision is above its authority.
- 04
Governed
Explicit decision authority, escalation rules, and a ledger of every decision with its reasoning and its result.
- 05
Remembering and learning
A six-layer memory, so the team knows what happened last cycle, last year and across the network. Mistakes are written back.
- 06
Accountable
Bonded members and fixed-price jobs with a guaranteed result. You pay for outcomes, not effort, seats, or token meters — and the books, not the logs, set the price.
WHO IS ON THE TEAM
The name is the identifier. The role is the point.
Personifying software is easy and mostly decorative. We name members so you can tell which expertise was invoked, what data it read, what it was allowed to decide and where it stopped. Read a member the way you would read a job description, not a character.
Role, not persona
Every member is titled by the expertise it holds — Demand Forecaster, Price & Promotion Analyst — so the title tells you what was invoked.
Expertise stack
Each role publishes the data it reads and the decisions it owns, so you can audit the work rather than trust a character.
Authority line
Each role states what it decides alone, what triggers it, and the point where it must hand off to a human.
The anatomy of the problems we take
Cross-functional. No single source of truth. No single boss.
A category plan negotiated between a retailer and its suppliers. A care gap that sits between medical and commercial. Shrink that is really a demand and buying problem. A parish whose finances, volunteers and pastoral care are one system. Software built around a single database and a single owner cannot run these. A team can.
WE ARE THE HR LAYER
If it is a team, the questions are HR questions.
How do you hire them?
You approve resumes. Roles, responsibilities, authority and measures are written down before anyone starts.
How do you manage them?
You manage exceptions, not tasks. Members escalate when a decision is above their authority.
How do you pay them?
A fixed price per job on a price list. No seats. No token meters.
How do you review their performance?
The decision ledger: every decision, its reasoning, and whether it worked.
How do they get better?
Graded outcomes go back into memory and into model routing. The team does not re-learn your business.
How do you know they executed the plan?
Out-of-tolerance alerts against the signed plan, with recoup probability — not a quarterly post-mortem.
The guarantee
Everyone logs agent actions. We keep the books. Logs can't set a guaranteed price — books can.
Every competitor asks you to trust a demo. We ask you to read a contract.
Every digital worker is bonded
Each member of each team carries a bond. The team is accountable for the work, not just for the effort.
Fixed price, guaranteed result
Every job sits on a price list with a stated result. No seats. No token meters. If a job fails, we pay.
We keep the books
For every job we have ever run we hold what it cost, which model ran it, and whether it worked — pooled across thousands of organizations.
Industries
Six teams, working now.
Get to know the team and what they do
Contact center and BPO
The Ambient Digital Workforce
Quality, coaching, forecasting and cost-to-serve live in four systems and four departments.
Conversation Intelligence Analyst · Agent Performance Coach · Root-Cause Diagnostician · Intervention Designer · Volume & Staffing Forecaster · Cost-to-Serve Economist · Escalation Adjudicator
Healthcare and life sciences
The Care-Gap Team
The patient care gap sits between field medical and commercial, which the law keeps apart.
Medical/Commercial Lane Warden · Care-Gap Analyst · Field Insight Liaison · Evidence Curator · Compliance Recorder
Marketing
The Marketing Control Center
Retail media, brand spend and promotion are planned by different teams with no shared model of incremental return.
Marketing Mix Modeler · Retail Media Buyer · Promotion Analyst · Attribution Auditor · Budget Steward
Category management
The Category Business Planning Team
Sixteen weeks to build a plan that sits in a notebook while the market diverges.
Category Strategist · Demand Forecaster · Assortment & Space Planner · Price & Promotion Analyst · Supplier Liaison · Executive Stand-In
Shrink and inventory
The Shrink Team
Shrink is booked as a loss but caused upstream, in demand and buying.
Shrink Auditor · Item-Level Demand Analyst · Buying & Replenishment Advocate · Store Operations Sentinel · Loss Recovery Planner
Non-profit and faith communities
EmbarkNow
A parish is a business in miniature, run by a handful of people with no single system and no single boss.
Viability Assessor · Stewardship & Giving Steward · Fund Accountant · Institutional Memory Keeper · Grants Strategist · Field Program Reporter