Consolidated Statements of Cash Flows - USD ($) $ in Thousands	12 Months Ended
	Dec. 31, 2022	Dec. 31, 2021
Cash flows from operating activities
Net loss	$ (63,344)	$ (53,088)
Adjustments to reconcile net loss to net cash used in operating activities:
Equity-based compensation expense	15,782	22,595
Non-cash operating lease expense	764	0
Depreciation and amortization	548	497
Net accretion and amortization of investments in marketable securities	(851)	0
Amortization of debt discount and issuance costs	77	0
Change in fair value of preferred unit warrant liability	0	371
Loss on extinguishment of debt	0	(700)
Other	0	109
Changes in operating assets and liabilities:
Prepaid expenses and other current assets	505	(1,975)
Accounts payable	163	543
Accrued expenses	678	739
Operating lease liabilities	(764)	0
Related party payable	(73)	(19)
Deferred revenue	0	(2,717)
Net cash used in operating activities	(46,515)	(32,245)
Cash flows from investing activities
Purchases of marketable securities	(73,817)	0
Proceeds from maturities of marketable securities	3,000	0
Purchases of property and equipment	(1,619)	(506)
Net cash used in investing activities	(72,436)	(506)
Cash flows from financing activities
Proceeds from the issuance of long-term debt and warrants, net of issuance costs	29,574	0
Issuance of common stock under employee stock purchase plan	271	0
Proceeds from employee stock purchase plan	46	0
Tax withholdings paid on behalf of employees for net share settlement	(626)	0
Payment of deferred financing costs	(260)	0
Proceeds from issuance of Class A common stock sold in the IPO, net of issuance costs	0	73,648
Proceeds from issuance of preferred units, net of issuance costs	0	6,320
Proceeds from exercise of warrants for common units	0	26
Repayment of the Paycheck Protection Program Loan	0	(1,254)
Repayment of convertible note	0	(3,314)
Principal and interest repayments from related party for note receivable	0	1,720
Net cash provided by financing activities	29,005	77,146
Net (decrease) increase in cash, cash equivalents and restricted cash equivalents	(89,946)	44,395
Cash and cash equivalents, beginning of period	117,453	73,058
Cash, cash equivalents and restricted cash equivalents, end of period	27,507	117,453
Supplemental disclosures of cash flow information
Cash paid for income taxes	730	73
Cash paid for interest	48	285
Supplemental disclosures of non-cash investing and financing activities
Property and equipment purchases included in accounts payable and accrued expenses	355	145
Exchanges of Paired Interests and non-corresponding Class A Units of Rani LLC	78,487	0
Issuance costs deducted from long-term debt proceeds	851	0
Right-of-use assets obtained in exchange for new operating lease liabilities	514	0
Deferred financing costs included in prepaid expenses	260	0
Interest income receivable included in prepaid expenses	44	0
Exchange of Class A Units of Rani LLC from the Former LLC Owners	0	132,527
Settlement of preferred unit warrant liability	$ 0	$ 691