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Policy flows down. Evidence flows up.

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Centralize your AI sprawl.

One platform for every AI workflow. Your rules, shared memory, live evidence.

Our team built at
The problem

Twelve AI tools. Twelve sets of rules.

Every team bought its own AI tool. Each one has its own policies, its own copy of your data and its own idea of what “working” means. Nobody can say whether any of it follows the rules your company actually set.

Today
Legal AIown rules
HR assistantown rules
Sales outreach AIown rules
AP automationown rules
Marketing copy AIown rules
An in-house botno rules
  • A different vendor contract, security review and bill for each
  • Your data copied into every one of them
  • No shared record of what any of them decided, or why
With Celara
One constitutionpolicy down
LegalHRSalesFinance
One memory · one assurance reportevidence up
  • One platform, one security review, in your own cloud
  • Every solution held to the rules you ratified
  • Every decision recorded, with proof of how well each solution follows the rules
Marketplace

Replace the point tools. Install in one click.

Each solution arrives with its agents, its rules and its evals. It binds to your constitution, reads your shared memory and starts reporting evidence the moment it runs.

Legal

Legal work, on your playbook.

Contract review, NDAs and research memos that follow the positions your legal team ratified, with every exception on record.

See all solutions→
Contract review

Redlines third-party paper against your playbook and sends every deviation to its owner.

5 agents14 rules22 evals
NDA desk

Triages incoming NDAs, signs off the standard ones and routes the rest to counsel.

3 agents6 rules9 evals
Research memos

Drafts cited research memos from your precedents and curated external data.

4 agents8 rules15 evals

Sample catalog. Counts show what each solution installs: agents, constitution articles and evals.

How it works

One platform underneath every solution.

Scroll through what happens when a solution goes live on Celara. Open any step for the detail.

01Marketplace

Install a solution in one click.

Pick a solution for the work. Its agents, rules and evals install together and bind to your constitution before the first run.

Browse the marketplace →
02Origin & Studio

Or describe the work. Agents build the agents with you.

When nothing in the catalog fits, describe the process. Celara’s own agent graphs interview your people, draft the plan and build the agent graph with you, step by step, on the same rails.

How Origin and Studio work →
03Constitution

What you decide becomes a rule.

Your policies become articles that their owners ratify, bound to the work they govern and set to observed or enforced. You start from 43 baseline articles across 10 pillars.

Explore the constitution →
04Fabric

Every run stays on the rails.

Every agent runs as a graph, held to your constitution, your allowed models and your budget. Evals gate each step, runs survive failures, and the steps that matter wait for a person.

Explore Fabric →
05Memory

One memory, shared by every solution.

What legal learns about a counterparty, finance and sales already know. Facts are kept with their source, recalled by five retrievers at once, and can be queried as of any date.

Explore memory →
06Datahub

The outside data your agents need.

Curated external datasets, chosen, cleaned and kept up to date. Your agents query them in milliseconds, and every answer cites its dataset and as-of date. Every read follows your rules and is logged.

Explore Datahub →
07Outcome assurance

And proof that it’s working.

Every run leaves evidence. Objectives roll up from it, reported as measured and as assured: only passes that met the confidence you require count. The gap between them shows you where to look.

How assurance is computed →
Marketplaceinstalled
LegalContract review
v2.4

Redlines third-party paper against your playbook and sends every deviation to its owner.

  • 5
    agentsreader · redliner · router · +2
  • 14
    rulesbound to your constitution
  • 22
    evalsgating each step
  • 1
    shared memoryread before every step
Ready for its first runcontract-review
Inside every install.
Origin & Studiobuilding with you

We need to answer supplier security questionnaires. Today it takes two weeks each.

Here’s a plan: a reader, a drafter that cites past answers, an eval on every claim, and a sign-off for security. Build it?

Yes, build it.

  1. Readerreads each questionnaire
  2. Draftercites past answers from memory
  3. Evalevery claim cites a source
  4. Security sign-offa person approves
Draft agent graph4 steps · 1 person
Sample exchange in Studio. The plan becomes a governed agent graph.
Constitutionratified
A decision

No change reaches production without a second reviewer.

becomes article 4.3
Article4.3FloorOperations & resilienceenforced

Change control and segregation of duties

In practice

Every production change is approved by an identity other than its author, and has a recorded, tested rollback path.

Bound to

Contract review · Vendor onboarding · Month-end close

Ratified by its ownerapplies from the next run
One of the 43 baseline articles.
Fabricwaiting for a person
Contract review#4812
  1. Read the contracteval passed · 0.98
    0.8 s
  2. Compare with your playbook3 deviations found
    2.1 s
  3. Draft the redlineseval passed · each edit cites a clause
    3.4 s
  4. Send to the counterpartyStopped by a rule: outside sends need a person.
Legal is asked to approveApproveSend back
Allowed models onlybudget $0.42 of $5.00
A run in Fabric, held to your rules.
Memoryrecalled in 38 ms
Legallearned it
Financeasks
Salesknows it too
Shared memoryfacts kept with their source
Finance asksPayment terms with this supplier?

Net 45 days, from the signed master agreement.

sourceMaster agreement §6.2 · learned by Legal on 14 March
found byvectorfull-texttemporalknowledge graphchunk
Fused into one rankingqueryable as of any date
Three solutions, one memory.
Datahubanswered in 4 ms
vendor-screenerScreen 3 new suppliers against sanctions & watchlists
Company filingsupdated 2 h ago
Legal entity identitiesupdated 6 h ago
Sanctions & watchlistsupdated 12 min ago2 found · 4 ms
Government procurementupdated 2 h ago
Trade flowsupdated 3 days ago
Commodity, metal & index pricesupdated 12 min ago
2 matches sent for review, 1 supplier clearCites Sanctions & watchlists, as of 2026-10-09 09:29
cited
Chosen, cleaned and kept fresh+6 more categories
Curated external datasets, ready for agents.
Outcome assuranceExample figures
ObjectiveCut vendor onboarding time 30%
71%ASSURED
Raw conformance86%
Assured71%
Assurance gap: 15 pts
Evidence from every run
  • #4812eval passed0.97
  • #4813approval recorded0.99
  • #4815eval failed0.41
Only confident passes count142 checks · 7 failed · 3 excused
Evidence rolls up into the report.
See these seven working together on one problem →
Integrations

369 integrations. Connected in one click.

Celara reaches the systems your work already runs on, so policy reaches them and evidence comes back from them. No integration projects. No connectors to maintain.

How connecting works
  1. 01

    Register the app once

    An admin adds the app for your company — a Slack bot, a Google OAuth client, an API key. Once.

  2. 02

    Everyone connects in one click

    People link their own accounts with a single sign-in. No tickets, no shared passwords.

  3. 03

    Agents act as the right identity

    When someone runs, schedules or triggers a workflow, the agent uses their access. Or give an agent its own profile with its own narrow grant.

Ana
Lena
Pipeline agent
asAna
asLena
Acts as the user

Ana and Lena ask the Pipeline agent: what's at risk this quarter?

  • Ana, sales rep — sees her 12 deals
  • Lena, VP of Sales — sees all 340

Same agent. Each answer uses only what Salesforce already lets that person see.

Why one platform

Better than the best point tool, because it isn’t alone.

A standalone tool can be excellent at one job. It can’t follow your company’s rules, know what your other teams know, or prove anything to your board.

Article · Approvals above $50,000v4
Legal
Finance
Sales
Bound to 3 solutionsENFORCED

One set of rules

Write a policy once. Every solution that touches the work is held to it, and a change reaches all of them as an amendment you approve.

Counterparty · Faro Logisticsas of today
Legal: liability cap agreed at 2× feessource: MSA §9
Finance: net-45 terms, 2 late invoicessource: ledger
Sales: renewal talks opensource: CRM note

Shared memory

Your legal solution already knows what finance and sales know about a counterparty, with the source of each fact.

Raw conformance · 86%
Assured, at your confidence · 71%
Evidence ledger · append-only142

Proven, not promised

Vendors tell you their AI is accurate. Celara shows how well each solution follows your rules, how sure it is, and the evidence behind every number.

your-company · aws · us-east-1YOUR ACCOUNT
Model keysyours · any provider
Token markupnone

Your cloud, your models

Celara runs in your own cloud account with your own model keys. Your data never goes to another AI vendor, and we never charge for tokens.

Industries

Industry packs. Your regulators, already in the rules.

Each pack bundles the solutions your sector needs with the jurisdiction and sector articles that apply to it.

Banking & fintech

KYC review · Case triage · Vendor onboardingSee the pack →

Insurance

Claims triage · Fraud referral · Policy answersSee the pack →

Healthcare

Prior authorization · Payment integrity · Case intakeSee the pack →

Logistics

Freight exceptions · Invoice exceptions · Carrier scorecardsSee the pack →

Manufacturing

Supplier quality · Maintenance planning · Spend approvalsSee the pack →

Public sector & construction

Field verification · Disbursement control · ProcurementSee the pack →
Deployment

In your cloud. With your models.

Celara installs into your own cloud account and calls the models you already pay for. Your developers get an MCP server and an API on the same governed platform.

celara · mcpconnected
# connect your coding agent to Celara
$ mcp add celara https://celara.your-company.com/mcp
✓ connected · 41 tools
> constitution.check  contract-review · run 8812
  ✓ 14 articles evaluated · 0 failed
> memory.recall  "Faro Logistics liability cap"
  ✓ 2× fees · source MSA §9 · as of today
> graph.run  vendor-onboarding
  ● awaiting approval · finance lead
  • Every tool call goes through the same constitution as the solutions
  • Runs are durable: they survive restarts and wait for people
View the docs→MCP server

Bring your own account

Available now

Celara runs in your own cloud account, with your own model keys. No token markup.

Hosted

Coming soon

We run it for you on our platform, in a US region.

Forward deployed engineers

If you need them

Our engineers can tailor a solution to your systems, or build one the catalog doesn’t have yet, alongside your team.

Deployment, security and pricing model →
Case studies

What changes after the first solution.

Hospital operator

Clinical and finance records that reconcile themselves

160 ha week spent reconciling clinical, finance and CRM records by hand

Agents reconcile the records, flag denial risk before billing, and draft purchase orders that only commit after a person signs off.

Read the case studyEnergy utility

Commission settlement, governed end to end

5–7 daysto settle sales commissions in spreadsheets across six business units

One engine calculates every payout, flags anomalies before release and handles disputes in-system with a full audit trail.

Read the case studyPetrochemical producer

Cash confirmed before the day starts

Up to 50%how far the weekly cash forecast missed at month-end

Bank files become a daily position across 7 entities and 10 currencies by 07:30, with a forecast that learns from each miss.

Read the case studyTransaction advisory firm

Deal acceptance without the wait

Daysfrom a private-equity request to go-live, through conflicts, independence and sanctions checks

Agents run the checks in parallel, partners rule on the edge cases, and each ruling becomes precedent for the next request.

Read the case studyInsurance broker

Every tender triaged, priced and filed on time

Weeksto find who in the firm holds the certification a tender requires

Each morning’s tender alerts are triaged, bid documents read and priced against past awards, and every loss feeds the next bid.

Read the case studyBuilding-products manufacturer

Tariff margin loss seen today, not at quarter-end

~2%margin on fixed-price contracts, against ~21% on indexed ones, as metal tariffs climbed

Input costs are tracked the way the business prices metal, so the CFO sees which contracts are losing money and which entity’s cash covers it.

Read the case study
FAQ

Questions buyers ask.

Can we keep the models and assistants we use today?

Yes. Celara routes to any model provider you already use, with your keys, including open-weight models you host yourself. Your team can run Celara from the AI assistants and harnesses they already use, through the Celara MCP server. The work happens inside Celara on your models; the assistant only receives the answer it asked for.

Do we still need vertical AI tools?

No. Marketplace solutions and Studio do the work of single-purpose AI tools on one platform, built on Celara’s constitution and memory. Move each job over when it suits you. Anything your team built in-house can be described in Studio and rebuilt on Celara.

What if the catalog doesn’t have what we need?

Describe the process in Studio and Celara’s agents build the agent graph with you. If you want help, our forward deployed engineers can build it alongside your team.

How is it priced?

When Celara runs in your account, you pay for what you deploy and who uses it. We never charge for tokens, because you use your own models. Talk to us for details.

Which languages and regions do you support?

English, Spanish and Portuguese, with jurisdiction packs for where you operate.

Get started

Centralize your AI sprawl.

Bring one process. We’ll install the solution on your rules in a working session, and show you the evidence it produces.

Book a demo→Browse the marketplace