Parabola
Your hardest finance and ops work, on AI you can trust.
By Parabola · 4.5/5 Value-Position score (estimate)
Positioning guardrails
Best for
- Finance, accounting and supply chain teams reconciling data across ERP, WMS, spreadsheets, email and PDFs
- Ecommerce and consumer brands that need inventory, order and PO exception handling to run reliably
- Ops leaders who must explain and audit every step rather than accept a black-box answer
- Teams that want to start free and self-serve, then scale to governed, scheduled production agents
Ideal size: 20–500 people · Scale-up or mid-market brand with a finance/ops function and several source systems
Not for
- Teams looking for a general-purpose assistant for one-off documents, emails or scheduling
- Companies with a single clean data source and no cross-system reconciliation work
- Buyers who require published per-seat list pricing without a sales conversation
- Engineering teams wanting a code-first orchestration framework they fully control
Value metrics scorecard
Time-to-Value
First Flow in under a week
~7 days to first production value
Total Cost of Ownership
On request
Free self-serve tier plus pay-as-you-go credits consumed when agents run; Business (team) plans are quoted custom.
Implementation Friction
2/5
Engineering + admin effort required
Value-Position score
out of 5 · model estimate
Full cost breakdown
Mandatory implementation fee
None
Seat tiers
Basic: 1 user, 1,000 credits, limited AI. Business: team plans with custom credit volumes.
Add-on costs
- Additional usage credits, pay-as-you-go as usage grows
Company & support
Who is behind Parabola, and how your team gets help once it is live.
Company
- Founded
- 2018 · 8 yrs in business
- Headquarters
- Not recorded
How you get support
- PhoneNot listed
- EmailAll plans
- Live chatNot listed
- Support portal / ticketsNot listed
- Community forumAll plans
- Help centre / docsAll plans
- Dedicated account managerEnterprise only
- In person / on-siteNot listed
- Hours
- Not recorded
- Response time
- Business plans include SLAs with guaranteed uptime and response time.
Self-serve plans get docs, templates and a community; Business plans add Applied AI enablement and a dedicated account manager.
“Not listed” means the vendor’s public pages don’t mention that channel, not that it is unavailable. Ask about it during evaluation.
Market position
Where Parabola sits against its closest alternatives. Pick any two of cost, speed, friction and buyer score, and up to 9 companies to compare.
Quadrant view
Typical annual cost × Time-to-value
The lines cross at the median of the solutions shown, so about half sit on each side of each line.
Companies on the chart 6 / 10
- Parabola
- Deposco
- Sendcloud
- Logiwa
- ShipStation
- ShipHero
Add or change companies
Up to 10 companies including Parabola. Listed closest first.
Stack fit signal
Compatibility with standard B2B ecosystems.
No supported MCP path today, so it cannot be driven from an AI client.
AI & MCP readiness
What Parabola ships in AI, and what it asks of your ecosystem.
AI features shipped
Prowork scopes AI to extraction, interpretation and judgment while explicit rules and calculations run the Flow; inputs, outputs and intermediate results stay visible and traceable.
Your data & models
- Trains on your data
- Not recorded — ask the vendor
- Runs on
- Not recorded
- AI pricing
- Billed by usage or credits
In your ecosystem
- AI connection
- Not supported
- Model key
- Not recorded
- AI usage audit
- Basic visibility
Compliance attestations
* IAPP AIGP certifies individuals, not products. It means named staff hold the credential — not that the platform does.
Bottom line
Parabola, now branded Prowork, is a finance and ops automation platform that turns reconciliations, accruals, PO matching, invoice auditing and inventory exception work into visible, code-backed Flows. Teams point it at ERP, WMS, spreadsheets, inboxes and PDFs, then run the result on demand, on a schedule or on a trigger. AI is scoped to extraction and judgment while rules stay explicit, and IT keeps SSO, permissions, lineage and audit trails. A free self-serve tier exists; Business plans add the Applied AI team and SLAs.
Frequently asked questions
What does Parabola cost?
There is a free self-serve Basic plan (1 user, 1,000 credits, limited AI) and pay-as-you-go credits as usage grows. Team Business plans are quoted by sales and add Applied AI enablement, governance and SLAs. Pricing is credit-based and credits are consumed when agents run, not while you build, so cost tracks automation volume rather than seats.
How long does implementation take?
The product claims signup to a working Flow in minutes, helped by pre-built connectors for ERP, warehouses, spreadsheets and email. Business customers start with a proof of concept built on production data alongside the Applied AI team, and the vendor states that if value is not proven you walk away at no cost. Realistic first production value is days, not months.
Is it secure enough for finance data?
Parabola advertises SOC 2 Type II, SSO and SAML, role-based access and encryption at rest (AES-256) and in transit (TLS 1.2+), running in a segregated AWS VPC. Flow data is retained for at most 14 days or until the next run, and the security page states Parabola does not sell your data. GDPR is referenced only as a data protection agreement resource.
Do we still own and control the logic?
Yes. Flows are visible, editable and code-backed, capturing sources, rules, calculations and exceptions as readable steps. AI helps explore data and build or edit the Flow, while rules and calculations run the work. Business plans add version history with one-click rollback, centralized credential governance and a full audit trail of agent runs.
What can it connect to?
Native connectors include NetSuite, SAP S/4HANA, Microsoft Dynamics, BrightPearl, Cin7, Salesforce, HubSpot, Shopify, Amazon Seller Central, Snowflake, BigQuery, Databricks, Redshift, Slack, SharePoint and OneDrive, plus PDF and email extraction. A generic API step covers REST or GraphQL sources that are not on the list.