Within
Maps how enterprise work really happens, for AI agents (formerly Klarity)
Overview
Within, renamed from Klarity in August 2026, observes how employees work across applications and turns it into a context graph it calls a Work Brain. Its Advisor module ranks automation opportunities and serves that context to AI assistants over MCP. It is sold to large enterprises through demos, with no public pricing.
Pricing
Pricing shown for reference only. These figures reflect RECATOOLS research as of 19 Oct 2026 and may be out of date or incomplete. This is not financial or purchasing advice — always confirm the current price on the provider’s official website before making any decision.
Use cases
What you can produce with Within
- A map of how processes actually run across applications, captured by Companion without integrations
- A Work Brain context graph linking people, processes, systems, handoffs and approvals
- A ranked list of automation opportunities with estimated time saved, from Advisor
- Packaged skills for agents, built from a team's best-performing workflow
- Process context served to ChatGPT, Claude or Gemini through Within's MCP server
- SOX narratives, SOPs and BRDs generated from screen recordings or AI Interviewer sessions
Within has left contract review behind. As Klarity it automated document review for revenue accounting; as Within it captures how work actually flows, through Companion, Work Brain and Advisor, so companies can decide what to automate and give AI agents real context over MCP. The customer stories are vendor-written but specific, and the Accenture partnership shows where the sales motion is heading.
It is enterprise software bought on references: no public pricing, no trial, and a rollout that depends on employees accepting that their work is observed. Worth a demo for large finance and operations teams; not for small ones.
What we found
Within is the company that was Klarity. It renamed itself on 6 August 2026, and klarity.ai and app.klarity.ai now redirect to within.ai. The product has moved a long way from the one this listing first described. Klarity made its name on document review for revenue accounting, and its June 2024 Series B announcement, $70 million led by Nat Friedman and Daniel Gross and taking total funding to $90 million, still described it that way. Within now sells what it calls a Work Brain for AI transformation, and contract review no longer appears anywhere on its site.
The platform has three parts. Companion observes how work actually happens across applications, with no integrations required, and Within stresses that activity is anonymised and that it observes the work rather than the worker. Work Brain structures what Companion sees into a context graph of people, processes, systems and approvals. Advisor ranks automation opportunities, recommends skills and feeds that context to ChatGPT, Claude, Gemini and other assistants through an MCP server. An earlier product update added an AI Interviewer that questions an employee during a screen share and returns documents such as SOX narratives, SOPs and BRDs in five to eight minutes.
The evidence on offer is customer stories written by Within: DoorDash analysed more than 3,800 accounting processes in 14 weeks, and ServiceNow mapped more than 4,000 process variants in nine days. Partnerships with Cognida.ai in June 2026 and Accenture in October 2026 point to a consulting-led route to market. The trust page lists SOC 2 Type II and SOC 1 Type II reports and GDPR and CCPA compliance.
There is no public price, trial or self-serve plan, only a demo request. Earlier versions of this page quoted a G2 rating; the G2 listing under the Klarity name belongs to an unrelated social-media analytics product, so that figure has gone. Within suits large finance and operations organisations planning automation programmes, not small teams.
Compiled by RECATOOLS from public sources: vendor documentation and pricing, code repositories and published reporting.
Notable facts
- Klarity's AI was specifically trained on procurement and commercial contracts rather than all legal documents — making it more accurate for business team use cases than general legal AI.
- The tool can process 1,000 contracts overnight and produce an extraction report with all key terms — a task that would take a team of analysts 2 weeks manually.
- Klarity pioneered the 'legal AI for non-lawyers' market segment, now occupied by many competitors who recognised the same opportunity.
Frequently asked questions
About this listing
This entry was compiled from publicly available data including Within's official website, press releases, documentation, and reputable third-party publications. RECATOOLS is not affiliated with Within unless explicitly stated.
Third-party AI tools update their pricing, features, availability, and policies frequently. Information here may be outdated by the time you read this — we make reasonable efforts to keep listings current, but cannot guarantee absolute accuracy.
For the latest details, please refer to Within directly →
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