Summer 2022

Cone

Work operating system for professional service businesses

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What they do

AI work system for accounting firms: proposals, tasks, billing, clients

How close to us

5, very close

work system for accountancy firms, the W5 example; proposals touch W4; active, 8 people.

Wedges

  • W5 One layer for one type of small firm direct
  • W4 Fit call to tailored proposal in 10 minutes adjacent
L1 Company brain (knows the organisation) 1, light
L2 Agent team (runs agents, tools, approvals) 1, light
L3 Does and learns (finishes, checks, measures, updates the brain) 1, light

Who buys

Firm size
sme
Buyer type
business
Role
accounting firm owners and partners
UK
yes
Their own description (from YC)

Cone is an AI-powered work operating system that unifies accounting workflows —
proposals, tasks, billing, payments, and client engagement into one platform

Full teardown

Cone (YC Summer 2022): teardown vs XMarts

In one line: Cone sells practice-management and proposal software to small accounting firms: proposals, billing, payments, tasks and a client portal in one app [site] [yc]. Threat: 2 because it has the same buyer as our W5 accountancy example, but it is small, sells a system of record, and shows no AI or agents on its own site [site].

1. Fact file

Item Finding Source
What they say Site: "Work reimagined for Accounting & Professional Service Firms." YC line: "Work operating system for professional service businesses." [site] [yc]
Founded, team, funding Founded 2022, YC S22, Hyderabad, India. YC lists 8 people. About $1.7M raised in total: a seed of about $1.66M dated 10 Apr 2023 (aggregator figures range from $1.66M to $1.83M). One aggregator says about $2.3M revenue in 2024 with 15 people: UNVERIFIED, it is a third-party profile, not Cone. [yc] [press]
Founders Jahangir Mohammed (CEO): co-founded Joveo and helped grow it from 4 to 300 people. Bharath Kumar Reddy (CTO): founding engineer at Rialtic (healthcare claims, $45M Series A), earlier co-founded adaptive.team. What YC likely saw: two repeat founders with a scaling record (inference). [yc]
Customers Logos shown (names read from image files, may not be exact): Beans Accounting, SafeHands, 3ES, Heaton Vences, MigrateMyAccounts, Great West CPAs, Drive Accountants, Accountants Direct, Evolve Tax. They claim "thousands" of accountants and a 4.9 G2 rating. No case study has a size, place or money result. [site]
Price Public, per user: Propose £8 to £16 a month (annual) or £12 to £16 (monthly); Practice £5 to £22. Custom price above 20 users. No AI add-on listed. "Transactions categorizer" shown as coming soon. [site]
Path Started with Cone Propose (proposals, billing, payments). Cone Practice (practice and project management) added Jan 2024 (per a search summary). The YC page now says "AI-powered"; the site pages read show no AI feature. [site] [yc] [press]

2. Their proposition, reverse engineered

Part What they do
Who buys Owners and partners of small accounting and bookkeeping firms. Testimonials come from partners, founders and owners [site]. Pricing and Companies House link suggest UK first, with US, Canada and Australia also served [site].
The pain Firms stitch separate tools for proposals, engagement letters, billing, tasks and client chasing. Slow proposals (one user says about 30 minutes down to about 5) [site].
The promise "Unlock 2x productivity and 90% cost savings" (they claim) [site]. Proposal to project to invoice to payment in one flow [site].
How it works Template-based. A proposal is accepted, a project and tasks start automatically, an invoice is made, the client is charged, the invoice syncs to Xero or QuickBooks [site]. A client portal handles forms, e-signatures and file requests [site].
The output A sent proposal, an engagement letter, a running project with deadlines, invoices and collected payments [site].
Proof style They count time and money in general terms: "27% more revenue" from proposals, "40+ hrs saved" a month on billing, proposals sent in under 10 seconds (all they claim, no named firm behind a number) [site].
Who sells it Self-serve free trial plus "Book a demo" [site]. Cheap per-seat price suggests low-touch sales (inference). No job ads on YC [yc].
Price model Per user per month, three tiers each for two products, plus small add-ons [site].
The story Their enemy is scattered tools and manual admin. The belief is one place for the whole client lifecycle [site] [press]. Blog is mostly "alternatives to X" and tool reviews, which is search-led marketing [blog].

3. Positioning

  • Category they claim: work operating system / practice management and proposal software for accounting and professional services [site] [yc].
  • Category a YC partner would put them in: vertical SaaS for accountants, a Karbon or Ignition rival, with "AI" in the YC line (inference).
  • What they want to be known for: the low-cost all-in-one for small accounting firms.
  • Where they sit on the map: L1 1, L2 1, L3 1. Buyer: sme, business, accounting firm owners.

4. Three layers vs ours

Layer Them (score + evidence) Us (Marton's logs show)
L1 Company brain 1. Holds client records, documents and templates for one firm [site]. No sign that it builds a lasting memory that other work reads. A vault of about 1,400 pages, 112 call transcripts and about 8,700 customer quotes, searchable by meaning.
L2 Agent orchestration 1. Rule-based automations and templates that start tasks and invoices [site]. No agents, approvals or handovers shown. About 5,600 jobs run by agents from three makers, each checked by a different AI.
L3 Execution and learning 1. Does the admin work (invoices, charging, syncing) with no check or learning shown [site]. About 160 failure records, each with an automatic check. Offer feedback lines fell from 44 to 18 as rules were added. About 15% of jobs reached the main code, and merges were unreliable in October.

5. Same and different

Topic Same or different Them Us
Buyer Same Small accounting firms [site]. Accountancy is our W5 example (brief). Nobody in accountancy has used our system.
Belief Different One app that holds the whole workflow [site]. A layer that runs the work and learns from checked results (brief).
Kind of work Different Admin that is rule-based: proposals, billing, reminders [site]. Judgement work in the example: payroll, VAT returns, forecasts (brief).
Owner of the result Different The firm does the work in Cone's software. Target: agents do it and own a number. Not yet proved with a customer.
How they capture Different Firm data entered in their app, synced from Xero and QuickBooks [site]. Calls, documents and checked runs feed the brain (Marton's logs show).
Size Similar 8 people, about $1.7M raised [yc] [press]. Two founders, no outside money known.
Delivery Different Self-serve SaaS with free trial [site]. Not set yet.
Proof Different Self-reported time and revenue percentages, no named result [site]. No customer number yet.
Price Different £5 to £22 per user per month, public [site]. Not set yet; target is a result-based price.

6. Wedge overlap

Wedge Fit Why
W5 One layer for one type of small firm direct Same type of firm (accountancy) and same idea: one product layer built for one profession, sitting by Xero and QuickBooks [site]. Their layer is a workflow and billing app; ours is agents that do the accounting-side tasks (brief).
W4 Fit call to tailored proposal adjacent Cone Propose automates proposals, but from templates and pricing packages, for accountants [site]. W4 turns a fit call into a tailored proposal for consultancies (brief). Different buyer and different input.

7. Whitespace (where they stop)

  • Layer gap: they run the firm's admin, not the firm's client work (no payroll, VAT or forecast tasks done by software) and show no agents [site]. To own it we would need one accountancy firm's recurring task run by our agents for 4+ weeks with checks.
  • Number gap: their results are percentages with no named firm (27% more revenue, 40+ hours a month) [site]. To own it we would need one firm, one task, one before/after number the partner would sign.
  • Buyer gap: the YC line says "professional service businesses", but every named customer and page is accounting [site] [yc]. Consultancies and agencies are not served (W3, W4). Owning that needs 3 to 5 such firms saying they have the pain.
  • Price gap: none. They are cheap by design (£5 to £22 a seat) [site]; we should not try to win on price.
  • Speed gap: none shown either way. They offer a 14 or 30 day trial and free data migration [site].

8. For the YC application

  • Proven today: Marton's logs show a system that runs agents doing and checking work: about 5,600 jobs, each checked by a different AI, with about 160 failure records that each added an automatic check. It has run only on Marton's own business. Cone's site shows rule-based admin software, not agent work [site].
  • Draft answer to "how are you different from Cone?": DRAFT. "Cone is the app an accounting firm uses to run its admin. We build agents that do the firm's own work and check it, and our system already does that on our own business." Founders say it their own way.
  • Future claim (needs proof): "Our agents did a recurring accountancy task for a small firm and moved one number." Needs one accountancy firm, one task (for example VAT return prep), 4+ weeks, a before/after time or error number.
  • What we understand that they don't: a firm's data should feed agents that finish and check the work, not sit in a records app. needs proof (no accountancy customer).
  • Copyability (M3): medium. Adding AI drafting to their app is a feature for them (inference). Running agents that finish and check judgement work, with a learning loop, needs a different build, and the YC line shows they want the AI story [yc]. They own the buyer and the data, which helps them if they try (inference). Not hard, so M3 can not score above 3 against Cone.
  • Why now (M4): None found in this teardown. Do not use "agents can now do the work": that is general AI progress.
  • Do not claim: that Cone has no AI (their YC line says AI-powered; only the pages read show none, and the app itself was not seen). That we serve accountancy today. That "work operating system" is our headline: Cone already uses those words [yc].

9. Ideas worth taking

  1. Public per-seat prices and a trial on the site. Easy for a small firm to say yes.
  2. Free data migration. It removes the main reason a small firm does not switch.
  3. Accept a proposal and the project starts by itself. A clean hand-off from "sold" to "doing" is a good demo moment.

10. Unknowns

  • Whether they ship any AI feature inside the app (no changelog was readable; updates.getcone.io returned 404). Look at the app demo or the G2 reviews.
  • Real revenue and headcount. The 15 people and $2.3M figures come from one aggregator and are UNVERIFIED.
  • Customer sizes and countries. The customers page gives none.
  • Whether they have raised since the 2023 seed. No news found.

Sources

Technical detail
Slug
cone
Lens hash
179096c479
Pass
deep
Stale
no