Autumn Agentic Automation

The machinery is built.
Your system isn't.

Autumn Agentic builds bespoke business systems on capabilities already running in production.

Pick a problem. Watch the system for it assemble.

Integrations
Pipelines
Agents
Orchestration
Retrieval
Dashboards
Monitoring
Communications
Your system
Already builtBuilt for you

Eight of these already run. The dashed one is the only part that does not exist yet.

A system we run

The inbox that sorts itself

Every message gets opened, read and sorted by a person, including the ones that need nothing.

Inbox

Inbox clear · 0 waiting

Sorted by rulesDeterministic: the same message is always sorted the same way

Handled automatically

  1. Sam PatelOut of officeOut of office until Monday✓ Return date noted · follow-up moved
  2. Dana LeeDeclinedPlease take me off this list✓ Added to suppression list
  3. Mail Delivery SystemBounceUndeliverable: address not found✓ Address retired

Needs a person

  1. Jordan Ellis · Northwind FreightInterestedCan you help with our quoting process?→ Alert sent · reply drafted
Who
Jordan Ellis, Operations Director
What we last sent
Note about manual quoting
What they asked
Help with the quoting process
Suggested next step
Offer a 20-minute call

Draft reply

Hi Jordan, thanks for coming back to me. Happy to walk through how the quoting could work. Would Thursday or Friday suit for 20 minutes?

Reviewed and sent by a person

Three handled without anyone opening them. One reached a person, with the reply already drafted.

Built and running in Autumn's own operations · example messages

The build map

Start with the problem, not the software.

Choose the one closest to your business. The system for it assembles below.

ShowingWe know what we need built. We do not have anyone to build it.

What it requires
IntegrationsWorkflow automationAgentsData pipelinesMonitoring
What we already have
Integration layerOrchestration and schedulingAgent runtime and reply deskMonitoring and recovery
What we would build for you
The system you were going to hire a team to build, assembled from machinery that already runs and finished with the parts only you need.
What changes
The capability exists without first assembling the people who build capability.
Where the value comes from
Hiring avoided, and months that would have gone on getting to a starting line.
Speed

You do not have to fund the journey from zero.

Both paths end at a working system. Only one of them starts at an empty repository.

Starting from zeronine stages, funded by you
Architecture
Data ingestion
Entity resolution
Integrations
Agents
Orchestration
Monitoring
Deployment
Operations
Starting herethe nine already exist
Understand — Your business, systems, rules and constraints.
Connect — Your stack, your data, your permissions.
Configure — Existing machinery, adapted to how you work.
Build — Only the parts that are genuinely new to you.
Deploy — Into the place the work already happens.

The more of your requirement that matches what already exists, the less there is to build. Some overlap almost entirely. Some barely do. That is discovered, not promised.

Proof

It stops being data at the fifth step.

One capability, from a whole market down to a system that acts on it.

Businesses→Research→Entity resolution→Decision-makers→Contact routes→Intelligence→Automation→Business system
3,156,911Companies heldwhat it becomes

Ingested, deduplicated and queryable, not sitting in a file.

For you A market you can watch, not a list that is stale by March.

1,702,961Screened and set asidewhat it becomes

Judged not worth the research spend, before anybody looked.

For you The expensive half of research is deciding what to ignore.

1,073,858Resolved to a named personwhat it becomes

Taken through officer resolution until a real person is attached.

For you Systems built around the people who decide, not company records.

609,769Given a usable routewhat it becomes

248,853 carry a business email, 243,104 a telephone number — counted separately, not summed.

For you Intelligence that becomes action, because the system knows how a business is reached.

133,649Profiles locatedwhat it becomes

115,302 company and 18,347 personal, located not guessed.

For you A second route, for when the first one does not answer.

9,259,865Pieces of evidence recordedwhat it becomes

Every fact carries where it came from and when.

For you Work you can act on, because it shows where it came from.

Proof the machinery works at size. Not the thing being sold.

The library

Every capability here is running somewhere.

Already built somewhere means faster to build for you. It does not mean less bespoke.

Integrations

What it is

Systems that exchange information reliably, with the failure behaviour your business actually needs.

Already running as

Integration layer

For you it becomes

A layer across your CRM, finance, support and operations tools.

Answers these problems
We know what we need built. We do not have anyone to build itOur systems don't talk to each otherThe work only happens when somebody remembers
Bespoke

The same machinery. A different system each time.

Solid blocks already exist. The layer drawn on top is built for one business and no other.

A professional firm
Integrations
Retrieval
Workflow automation
Their matter files
Their approval chain
A manufacturer
Data pipelines
Monitoring
Dashboards
Their production stages
Their escalation rules
A services business
Research and enrichment
Agents
Communications
Their customer profile
Their tone of voice

Solid blocks are the same machinery in every one. The dashed layers exist for one business and no other.

Four we built for ourselves

Four systems we built for ourselves.

Already built

Autumn Find

→→→→

Market intelligence — step 1 of 5 in a system we run. Research at volume, verified rather than bought.

Already built

Autumn Relationships

→→→→

Conversation — step 1 of 5 in a system we run. Language understanding applied to real commercial consequence.

Already built

Autumn Money

→→→→

Ledger — step 1 of 5 in a system we run. Judgement, not a mail merge — it knows when chasing costs more than the invoice.

Already built

Autumn Operations

→→→→

Stages — step 1 of 5 in a system we run. Reporting on work, never on a person. No score of anybody exists.

Connected

Four systems answer more together than apart.

Find + Money

Three of those are already customers. Do not cold-email somebody you invoiced on Tuesday.

Relationships + Operations

That is why they went quiet: their job has been queued eleven days.

Money + Relationships

Do not chase this one. A proposal worth four times the invoice is open.

What changes

What actually changes.

Seven places the answer might be, and nobody in charge.

Spreadsheet
Shared inbox
CRM
Finance system
Documents
Calendar
Somebody's memory
Where the value comes from

There is no package price, because there is no package. Scope follows the problem, and investment follows the scope.

Labour replacedWork a person does now that the system does instead.
Capacity createdHours returned to people you already employ.
Hiring avoidedA role, or part of one, that stops being necessary.
Opportunities foundWork you would not otherwise have seen.
Response timeSpeed that decides who wins a piece of work.
Errors avoidedThe cost of something going wrong unnoticed.

Deliberately not counted. No revenue forecast, no growth multiple, no claim about what businesses like yours typically see. If Autumn ever says it made you money, it will name the customer and the date.

Afterwards

It does not end when it goes live.

A system nobody maintains stops being an asset.

  1. 01DiscoverUnderstand the business, the systems and the constraints.
  2. 02BuildAssemble proven machinery, build the parts that are new.
  3. 03DeployInto the place the work already happens.
  4. 04OperateMonitor it, maintain it, fix it before you notice.
  5. 05EvolveUpgrade it as your business and the technology change.
The next step

Show us your problem.

Not a brief and not a specification. Thirty minutes, and you leave with more than you arrived with.

01Which parts already have a working mechanism behind them, named rather than summarised.
02Which parts are genuinely new development.
03Which parts cannot honestly be scoped yet.

The machinery is built. Your system isn't.

Show us your problem