AI Workflow Pilot

Turn one recurring document-heavy workflow into a faster, review-ready result your team can measure and trust.

We establish the current baseline, build around your real files and systems, prove the workflow on representative cases, and hand it over with human approval and operating controls.

Bring one workflow, one process owner and three representative cases. No raw client files are needed for the first fit check.



First purchaseWorkflow Diagnostic

Pilot investmentS$8,000–15,000

Build clock, after readiness2–4 weeks

SuccessOne agreed metric moves


Proof before promise

Paid builds. Working systems. Evidence you can inspect.

Client names and private data stay anonymized by default. Each example demonstrates a different part of the delivery promise.

Professional-services workflow

2–3 days under 5 minutes

Proposal generation

Recorded paid-build outcome for a proposal workflow assembled from trusted templates, source material and a human review gate.

Can show — sanitized intake, source map, draft flow, review gate and generated artifact.

Internal evidence workflow

Delivered in one day

Codebase evidence agent

Returned cited evidence for features that existed and a structured implementation brief when the requested feature was absent.

Can show — read-only design, cited answer, known-absent test and write-refusal test.

Verified knowledge workflow

144 citations + 47 checks

Source-grounded expert planner

The accepted build passed deterministic checks before the customer independently generated a fresh output from the system.

Can show — cite-or-abstain output, evaluation gate, review verdict and acceptance flow.

Results are specific to those paid engagements. Your pilot target is agreed only after we measure your current workflow; no savings, adoption or ROI claim is made before that baseline exists.

A public-safe example

From client context to a review-ready proposal draft.

The visible product is not a chatbot answer. It is a work artifact with source mapping, missing-fact flags and a human gate before anything leaves the team.

Synthetic data Human review required No private deck exposed
Public-safe proposal workflow workbench showing a synthetic intake, source map, flagged missing budget, review-ready draft and required human approval gate
Fit check

The workflow needs an owner, evidence and a reason to move now.

The diagnostic can reject a weak pilot. That is cheaper than automating a process nobody owns or measures.

Good fit when

  • The same work recurs weekly or daily.
  • Someone can judge correct and incorrect output.
  • Representative files or cases are available.
  • The result currently consumes meaningful staff effort.
  • A sponsor wants a decision, not open-ended exploration.

Not ready yet when

  • No process owner can make scope or acceptance decisions.
  • The team cannot provide representative cases.
  • Access, security or data ownership is unresolved.
  • The request is a company-wide transformation.
  • Success means autonomous sending, payment or irreversible action.
Recognizable workflow shapes

Start with the work product your team already produces.

These are examples, not packages. The diagnostic selects one workflow and one measurable result.

Proposal, report, application or decision pack

Assemble a review-ready draft from trusted templates, source files and known business rules while exposing missing facts.

Today Open the last version, hunt across folders, copy, paste and re-check.
Pilot result A sourced first draft with missing-fact flags and a human review gate.
How it works

Four steps. Every step ends with evidence.

The process is designed around a result the sponsor and actual users can inspect, test and accept.

01

Measure

Watch the work happen today and agree which number the pilot must improve.

Output — baseline, owner, cases and acceptance target.

02

Build

Connect the agreed sources and produce a first review-ready result early.

Output — working slice on your representative material.

03

Prove

Run the agreed cases, compare the metric, correct exceptions and test controls.

Output — before/after measure, UAT and acceptance evidence.

04

Handover

Train the owner, document failure handling and decide what happens next.

Output — working pilot, test pack, runbook and owner training.



Workflow Diagnostic

S$1,000–1,500

Choose the right first workflow and establish the number it must move. The fee is credited if the pilot starts within 30 days.

You leave with

  1. 01Current workflow and bottleneck map
  2. 02One baseline and acceptance target
  3. 03Representative-case readiness check
  4. 04Access, security and ownership decision
  5. 05Written go, wait or do-not-build recommendation
  6. 06Fixed pilot scope, price and delivery assumptions
Send one workflow for a fit check

How the fixed price stays fixed

A standard pilot has visible limits.

Clear assumptions protect both teams from a project that quietly doubles in size.

Standard pilot assumes

  • 01One workflow, one process owner and one user team
  • 02Up to two source folders, repositories or systems
  • 03Up to two external integrations
  • 04Up to 20 representative test cases
  • 05Two consolidated UAT and revision rounds
  • 06One language, approval path, training and leadership readout

Requires a written change order

  • +A second workflow, team or approval path
  • +Additional systems, destinations or environments
  • +New language, role, format or delivery channel
  • +Customer-facing or irreversible actions
  • +Changed acceptance criteria after sign-off
  • +New security, hosting, compliance or data-cleanup work
The clock starts after readiness Owner, representative cases, access and acceptance target are approved.
The clock pauses on client-owned blockers Access, data, security approval or UAT feedback outstanding over two business days.
Delay changes the calendar, not the scope New work starts only after a written change order is accepted.
Commercial path

Start by proving the workflow, not funding a transformation.

The diagnostic fixes the pilot scope and price before build. A successful pilot does not force an open-ended retainer.

First purchase

Workflow Diagnostic

S$1,000–S$1,500

Half-day. Credited if the pilot starts within 30 days.

  • Current-state teardown and baseline
  • Readiness and viability decision
  • Fixed pilot scope and quote
After diagnostic

AI Workflow Pilot

S$8,000–S$15,000

Two to four delivery weeks after readiness. One workflow.

  • Measured, working, human-reviewed pilot
  • Representative test pack and two UAT rounds
  • Controls, runbook, training and handover
  • 30-day same-scope defect warranty
50 / 30 / 20 Reserve slot / first working workflow / accepted handover.
Third-party costs excluded Software, cloud, model, data and licence charges remain client-owned.
You receive the workflow build Agreed code, configuration, tests, outputs and runbook.
Reusable delivery IP stays reusable WorkflowLab retains general frameworks, harnesses and templates.
After acceptance

Own it

Included

Take the agreed code, configuration, tests and runbook in-house.

Operate it

Separately scoped

Bounded monitoring, test refresh, defects and office hours. Net-new features stay outside.

Expand it

From S$15,000

Add production hardening, regulated scope, a second workflow or customer-facing use.

Questions

What buyers usually need settled.

Do we need to share confidential files for the first conversation?

No. The fit check works from a sanitized description of the workflow. The diagnostic defines which representative material is needed, where it can be processed and who approves access.

Does the pilot send messages, approve payments or make final decisions?

Not by default. The standard pilot produces a human-reviewable result and keeps approval with your team. Customer-facing, payment-related or irreversible actions require a separate scope and control decision.

What happens if the diagnostic finds the workflow is not viable?

You receive the baseline, teardown and written no-build or wait recommendation. The engagement stops there rather than converting uncertainty into a larger build.

What do we own at handover?

You receive the workflow-specific code or configuration, agreed tests, outputs and operating runbook. WorkflowLab retains reusable frameworks, evaluation harnesses, templates and general delivery tooling.

Can this become a firm-wide or customer-facing system?

Yes, after the pilot proves the workflow. Production hardening, broader access, customer-facing use, regulated scope and additional workflows are priced as an expansion rather than hidden inside the pilot fee.

Start with one workflow

Bring the recurring work your team wants to stop rebuilding.

Name the workflow, the process owner, what it costs or delays today, and three representative cases. We will tell you whether it is worth diagnosing and what must be true before a pilot starts.