banco · AI agentic workforce

Hire your AI workforce.
Running inside
your business, in days.

AI employees deployed into your existing processes. The AI does the work first, your people approve it, and everything is running within days.

Live queue · invoice processing
Invoice #4471 · reconcile against PO
Hui Min · FIN-01Queued
Invoice #4472 · extract & validate terms
Hui Min · FIN-01Queued
Vendor query · draft response
Priya · CX-01Queued
Month-end · exception report
Haruto · OP-01Queued
The hive · 4 tasks liveHuman approval gate · ON
Investors backing TKD
The gap
SALES OPERATIONS FINANCE COMPLIANCE BACKLOG
How work moves todaySilos · handoffs · queues

Fewer than 1% of enterprises have made the shift.

Most enterprises are bolting AI tools onto workflows that stay broken — pilots everywhere, production nowhere. The work itself still moves the old way: siloed teams, manual handoffs, queues in between.

AI-native

AI-native runs as one closed loop.

The AI does the work. Your people stay in charge. Six steps — the six sides of a hive cell.

01

Work arrives

Tasks flow in from the tools you already run

02

AI does the work

An AI employee drafts, reconciles, checks, responds

03

Human approve

Nothing ships without the human gate

04

Work ships

Approved output lands back in your systems

05

Data settles

Every task, correction and approval is captured — yours

06

The hive learns

The next task starts sharper than the last

One cell
one loop
06 feeds 01 — the loop closes, and compounds
The data loop

Bees. Hive. Honey.

The idea banco is built on: work like a beehive, compound like one.

The bees

Every AI employee is a bee — one job, done thousands of times, without tiring.

The hive

Your processes are the hive. Bees work inside your tools, not around them.

The data

Every task, correction and approval settles into a data pool you own.

The honey

A workforce that gets sharper with every cycle — yours, and no one else’s.

Honey feeds the hive — every cycle makes the next one sharper
Meet the workforce

An AI workforce, ready on day one.

Hire one role or the whole hive — every AI employee works inside your existing tools and reports through your approval gate.

Avery · SL-01
Sales
  • Drafts proposals and follow-ups
  • Keeps the CRM current
  • Prepares meeting briefs
Approval gate · ON
Haruto · OP-01
Operations
  • Processes orders end to end
  • Chases missing documents
  • Reports exceptions daily
Approval gate · ON
Hui Min · FIN-01
Finance
  • Reconciles invoices against POs
  • Prepares month-end close packs
  • Flags anomalies for review
Approval gate · ON
Arjun · CM-01
Compliance
  • Runs KYC checks and refreshes
  • Screens every transaction
  • Drafts audit-ready reports
Approval gate · ON
Aisyah · HR-01
HR
  • Screens candidates against criteria
  • Prepares onboarding paperwork
  • Answers policy questions
Approval gate · ON
Dewi · PR-01
Procurement
  • Compares quotes and terms
  • Drafts purchase orders
  • Tracks vendor performance
Approval gate · ON
Priya · CX-01
Customer support
  • Answers routine queries end to end
  • Drafts replies in your tone
  • Escalates edge cases to people
Approval gate · ON
Grace · CS-01
Chief of Staff
  • Prepares your daily brief
  • Tracks decisions to done
  • Coordinates the whole hive
Approval gate · ON

Need a role you don’t see? Every workforce is configured around your processes — new roles onboard in days.

Industries

Built for process-heavy industries.

Typical processes · Financial services
KYC refresh & transaction screening
AI working
Deal origination packs
In review
Portfolio & regulatory reporting
Approved
AI employees · deployedHuman approval gate · ON
How it lands

From process map to running workforce, in days.

Map the work

Task nodes with defined inputs, outputs and a human approval gate.

Deploy AI employees

Configured on banco, embedded into your existing tools. Work flows immediately.

Turn on the data loop

Every action and approval settles into your own data pool. Each cycle sharpens the workforce.

Hand over and scale

Your team runs it independently. Each new process onboards faster than the last.

1 / 4 — SCROLL
One process, landing on banco
Invoice #4471 · reconcile against PO
Mapped
Invoice #4472 · extract & validate terms
Mapped
Vendor query · draft response
Mapped
Month-end · exception report
Mapped
Process mapApproval gate · defined
The gateway behind banco

Every task runs on the right model.

Tokenest routes each task to the best-fit model — the most efficient, cost-effective option for the job at hand.

Task from an AI employee Tokenest TOKEN GATEWAY Model A · reasoning Model B · speed Model C · cost
Data & governance

Your data stays yours. Every action is accountable.

Your own data pool

Every action and approval settles into a data pool you own. It sharpens your workforce — and no one else's.

Human approval gates

Nothing ships without sign-off. Every output passes a named approver before it counts as done.

Full audit trail

Every task, draft, decision and approval is logged and traceable end to end.

Governed model access

All model traffic runs through Tokenest — one gateway, one policy, no shadow AI.

Pricing

Priced on the work, not on the seats.

Anchored to the work

Priced on the value of the work each AI employee takes over.

Recurring

Per deployed workforce. No licences to count, no usage meters to watch.

Value you already pay for

No new budget line — the output was already worth paying for. banco delivers it faster.

Case one

We were the first deployment.

TKD Group

TKD turned itself AI-native before offering banco to anyone else.

Financing operations, compliance and reporting inside TKD run with AI employees doing the work and people approving it. Risk points now surface as explained insights on every review cycle — not just flags. What banco delivers is what we run.

−85%Finance processing timevs pre-AI baseline
−75%KYC & compliance turnaroundwith every case screened
−70%Deal origination timefrom first contact to pack
100%Transactions risk-screenedup from sample-based checks
Integrations

Works where your team already works.

AI employees are embedded into the tools you already run — nothing to migrate, nothing new to learn.

XeroQuickBooksNetSuiteSAP Business OneMYOBMicrosoft 365Google WorkspaceSalesforceHubSpotSlackMicrosoft TeamsEmployment HeroTalenoxDocuSign

…and any tool with an inbox, a spreadsheet or an API.

FAQ

Common questions.

How fast is a first deployment?

Days, not months. We map one process in a working session, configure the AI employees on banco, and work starts flowing through the approval gate the same week.

Do my staff have to learn new tools?

No. AI employees are embedded into the tools you already run. Your people keep working where they work today — they review and approve instead of doing every task by hand.

What happens when the AI gets something wrong?

It stops at the human approval gate. Corrections feed back into your data pool, so the workforce sharpens with each cycle.

Is our data used to train models for anyone else?

No. Your actions and approvals settle into your own data pool. It improves your workforce only.

Which processes should we start with?

High-volume, rule-based work with clear inputs and outputs — invoice processing, reconciliation, reporting, response drafting. Bring one and we will map it together.

Hire your first AI employee.

Bring one process to a working session. We will map it, deploy against it, and show you the loop running — within days.