Demo mode. Sample data only.

AI Project Estimation

Every brief, priced to the hour.

Turn a plain-English project brief into a defensible, itemized cost and timeline estimate, built from your own rate cards in minutes.

Free plan, no credit card.

Where every number comes from

Line
hours × the rate on your card
Case
× 0.85 optimistic, × 1.30 pessimistic
Price
cost / (1 − margin)

EstimateKS-0142Clinic booking app

A chain of six physiotherapy clinicsPrinting 5 of 8

Patients pick a clinic, a therapist and a slot, then pay a deposit to hold it. Staff manage their own calendars from a web dashboard. Launch on iOS first; Android can follow.

  1. Discovery and technical planPrincipal engineer · 24 h × $21524 h × $215$5,160
  2. Booking flow and interface designProduct designer · 56 h × $14556 h × $145$8,120
  3. Patient app: booking and deposits (iOS)Senior engineer · 120 h × $165120 h × $165$19,800
  4. Payments integrationSenior engineer · 40 h × $16540 h × $165$6,600
  5. Staff calendar dashboardEngineer · 88 h × $12588 h × $125$11,000
Cost5 lines, 328 h at agency rates$50,680
Case
QuoteLikely, 30% margin Timeline 6 wk

Price$50,680 / (1 − 0.30) = $72,400

Case$72,400 × 1.00 = $72,400

Quote $72,400, likely case at 30 percent margin.

Most estimates are one number written on a Friday afternoon. The client holds you to it, the team inherits it, and nobody can say where it came from. Keisan writes the working down: every task, every hour, every rate, so the price is one you can walk a client through, line by line.

From brief to line items

Every phrase becomes a line you can point to.

Keisan reads the brief the way a lead would. Each thing the client asks for becomes tasks with a role and an hour count, what the brief leaves for later becomes an option, and a deadline is kept beside the numbers as a risk.

briefs/clinic-booking.md

From A chain of six physiotherapy clinics

Patients pick a clinic, a therapist and a slot, then pay a deposit to hold it. Staff manage their own calendars from a web dashboard. Launch on iOS first; Android can follow.

Text patients a reminder the day before, and follow up when someone misses a visit. We want it live before the spring intake.

“pick a clinic, a therapist and a slot”2 line items, 176 h.

Line items8 in the quote, 2 options off
  1. Discovery and technical planPrincipal engineerEvery project24 h$5,160
  2. Booking flow and interface designProduct designer56 h$8,120
  3. Patient app: booking and deposits (iOS)Senior engineer120 h$19,800
  4. Payments integrationSenior engineer40 h$6,600
  5. Staff calendar dashboardEngineer88 h$11,000
  6. QA and App Store releaseQA engineer48 h$4,560
  7. Project managementProject managerEvery project44 h$5,940
  8. Android build of the patient appSenior engineerOption, off72 h$11,880
  9. Android device testingQA engineerOption, off16 h$1,520
  10. SMS reminders and no-show follow-upEngineerOption24 h$3,000
In the quote, at agency rates444 h$64,180

Left out until the client asks: Android, 88 h

Risk

Fixed launch date. Android stays an option, so the iOS release can make the spring intake.

Rate cards

Your rates, not ours.

Set each role and its hourly rate once and every estimate uses it. Change a rate here and watch the blended rate and the clinic estimate follow.

6 cards from the demo workspace

  • Rate card01 / 06

    Principal Engineer

    Architecture, technical leadership, and the hardest integration work.

    $215/h

    Clinic job, 24 h
  • Rate card02 / 06

    Senior Engineer

    Core feature development, code review, and mentoring.

    $165/h

    Clinic job, 160 h
  • Rate card03 / 06

    Mid-level Engineer

    Feature build-out and bug fixing under senior guidance.

    $125/h

    Clinic job, 112 h
  • Rate card04 / 06

    Product Designer

    UX flows, UI design, prototypes, and design QA.

    $145/h

    Clinic job, 56 h
  • Rate card05 / 06

    Project Manager

    Planning, client communication, and delivery coordination.

    $135/h

    Clinic job, 44 h
  • Rate card06 / 06

    QA Engineer

    Test planning, automation, and release verification.

    $95/h

    Clinic job, 48 h

Blended rate across the card

$147/h

(215 + 165 + 125 + 145 + 135 + 95) / 6

The plain average of every role, the figure your Rate cards page shows.

Blended on the clinic booking estimate

$145/h

Hours and cost by role on the clinic booking estimate
RoleHours times rateCost
Principal Engineer24 h × $215$5,160
Senior Engineer160 h × $165$26,400
Mid-level Engineer112 h × $125$14,000
Product Designer56 h × $145$8,120
Project Manager44 h × $135$5,940
QA Engineer48 h × $95$4,560

$64,180 / 444 h = $145/hweighted by the hours each role works

Scenarios

Three cases, one decision.

Every estimate carries an optimistic, a likely and a pessimistic case for cost and timeline. You quote the likely one and show the range beside it, so a slow integration is a conversation you already had.

Pick an estimate to read its three cases

Clinic booking app, three cases at a 30% margin

Optimistic×0.85Best-case execution, no scope creep
$77,933
$91,686 × 0.85 = $77,933444 h × 0.85 = 377 h160 h × 0.85 / 30 → 5 wk
LikelyQuotedThe estimate as scoped
$91,686
$91,686 × 1.00 = $91,686444 h × 1.00 = 444 h160 h × 1.00 / 30 → 6 wk
Pessimistic×1.30Scope creep and integration delays
$119,192
$91,686 × 1.30 = $119,192444 h × 1.30 = 577 h160 h × 1.30 / 30 → 7 wk

Weeks follow the busiest role (senior engineer, 160 h) at 30 billable hours a week, rounded up. One decision: quote $91,686 and plan for $77,933 to $119,192, 5 to 7 weeks.

Proposal and approval

Send it, get a yes.

Print the proposal or save it as a PDF, then copy an approval link. Your client opens it without an account and answers on the page.

The proposalPrint or save as PDF
Keisan StudioProject estimation and delivery

Project proposal

EST-DEMO-EST

E-commerce replatform, SOW

Headless migration from Magento to Next.js + Shopify with a zero-downtime cutover.

Prepared for
Maison Verde
Valid for
30 days

Investment breakdown

Investment breakdown
ItemHoursTotal
Headless architecture and migration plan48 h$10,320
Design system and component library110 h$15,950
Storefront build (Next.js)160 h$26,400
Shopify + payments integration90 h$14,850
Catalog and content migration120 h$15,000
SEO, redirects and performance56 h$9,240
QA and zero-downtime cutover96 h$9,120
Delivery management88 h$11,880
Total768 h$112,760

Planning range

Optimistic
$95,846
Recommended
$112,760
Pessimistic
$146,588
keisan.jishulabs.com/approve/ZGVtby1lc3RpbWF0ZS1yZXBsYXRmb3Jt.h1y0ni
Shared for approvalEST-DEMO-EST

Estimate for approval

E-commerce replatform, SOW

Prepared for
Maison Verde
Total investment
$112,760

Review and respond

Approving authorizes work to begin under the scope and investment above. Your choice shows on this page; to confirm it, reply to the person who sent you this link.

Open this estimate’s real approval page

It is the demo workspace’s estimate; nothing you choose there is sent.

No account
The link opens a read-only copy of the estimate. Nothing to sign up for.
A copy to keep
Printing the page gives a clean copy, or a PDF to file.
Approve or ask for changes
The answer shows on the page, with an optional note.
Confirmed by reply
Nothing is sent from the page: your client replies to you to confirm.
Keisan's five glass bars glowing on a desk at night

Your workspace

Sign in and the sheet from the top of this page becomes yours.

Workspace

Every estimate, kept with its project.

Projects and clients, saved estimates with their status, your rate cards and the proposals you send, in one place.

From the demo workspace

3 estimates

  • Mobile app MVP, phase 1Northbeat LabsApproved600 h · $87,480
  • E-commerce replatform, SOWMaison VerdePending768 h · $112,760
  • Code audit and remediation planAtlas FreightDraft80 h · $14,600

At the rates on each card$214,840 in all

Projects and clients
Group estimates by client and project, and reuse what you priced last time.
Scope beside the numbers
Every estimate keeps its line items with the scope, assumptions and risks you wrote down.
Your rate cards
One card per role, used by every new estimate until you change it.
Private by default
Your briefs, estimates, rate cards, and proposals are scoped to your account and encrypted at rest, and we never use your content to train models. Export or delete your data from settings whenever you like.

Pricing

Start free. Upgrade when it pays.

Price your first briefs on the free plan. Pro adds your own rate cards, margin modeling and proposal export. Teams that need single sign-on or self-hosting talk to us.

  • Free

    Get started

    $0forever

    • Itemized estimates from a brief
    • A default rate card
    • Core scenario modeling
    • No credit card
  • Pro

    Recommended

    For agencies and consultants

    $15per month

    • Unlimited estimates
    • Custom rate cards
    • Full scenario and margin modeling
    • Proposal and PDF export
    • Saved projects
  • Enterprise

    For organizations

    Custom

    • Everything in Pro
    • Single sign-on
    • Self-host option
    • Dedicated support

Questions

Asked and answered.

Anything else? Ask us directly.

What does Keisan do?

Keisan turns a plain-English project brief into an itemized estimate with line items by role, hours, and rate. You can apply editable rate cards, model optimistic, likely, and pessimistic scenarios, add margin to see profitability, and export a client-ready proposal as a PDF.

How accurate and defensible are the estimates?

Estimates are itemized down to roles, hours, and rates so every number is traceable rather than a single black-box figure. You control the rate card and can model a full range of scenarios, which makes the totals defensible when you walk a client through them.

Can I edit the estimate before sending it?

Yes. Every line item, rate, scenario, and margin is editable. You can adjust the breakdown until it reflects how you actually want to price the work, then export the proposal and save it to your projects for later reuse.

Is my project and client data private?

Your briefs, estimates, rate cards, and proposals are scoped to your account and encrypted at rest, and we never use your content to train models.

How much does Keisan cost?

The Free plan lets you generate itemized estimates with a default rate card and core scenario modeling, no credit card required. Pro is $15 per month for unlimited estimates, custom rate cards, full scenario and margin modeling, proposal and PDF export, and saved projects. Enterprise is custom-priced with SSO, a self-host option, and dedicated support.

Can a client approve an estimate without an account?

Yes. Copy the approval link from an estimate or its proposal and send it. Your client opens a read-only view of the estimate and approves it or asks for changes there. The page shows their answer; they reply to you to confirm it.

Can I look around before I sign up?

Yes. Choose Try the demo on the sign-in page to open a seeded workspace with sample projects, estimates and rate cards. Nothing you do there touches a real account.

Where do the numbers on this page come from?

The sample briefs are priced in your browser with the same arithmetic as the app: each line is hours times the rate on the card, the optimistic and pessimistic cases are 0.85 and 1.3 of the likely one, and the price is the cost divided by one minus your margin.

Keisan's five glass bars lit by a white beam

Your first estimate

Send a numberyou can defend.

Describe the project, pick a rate card and get an itemized estimate with a range and a margin. Free to start, no credit card.

Where every number comes from

Line
hours × the rate on your card
Case
× 0.85 optimistic, × 1.30 pessimistic
Price
cost / (1 − margin)