Co-Founder & CEO - AI Clinical Documentation Compliance
for sections like About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections that have real specific content. The posting includes: About the role? There's description of opportunity, market context, about FutureSight, partnership, what you'll own, co-founder profile. We need to map to sections.
We should not repeat job title as heading. No Job ID. Remove boilerplate like EEO, application instructions (How to Apply) – we should drop application instructions. Also remove duplicated lines (diversity statement repeated). Also remove cookie/navigation/legal etc. There's none.
We need to preserve all substantive information. So we need to include content under appropriate headings.
Potential sections:
- About the role: could include description of opportunity, market context, about FutureSight, partnership, what you'll own? Actually "About the role" could be the overview: The Opportunity FutureSight is seeking a Co-Founder & CEO to lead Concordance... plus market context, about FutureSight, partnership.
- Responsibilities: what you'll own (Strategy, Customer Development, Product, Capital, Team). Could be under Responsibilities.
- Requirements/Qualifications/Skills: Co-Founder Profile bullet list.
- Benefits: maybe not present? The posting mentions founder equity, pre-seed capital, venture building resources, investor network, true co-creation model. Those could be considered Benefits. So we can have Benefits section with those items.
- Pay: not specified (meaningful founder equity, not salaried). The instruction says never create Pay section unless posting actually states them. It does not state salary, only equity. So we should not create Pay section.
- Schedule: not stated. So omit.
We must not include placeholder text like "commensurate with experience". Avoid.
We need to use - for any list of duties/requirements/benefits. Use
for prose.
We need to ensure we don't create empty sections.
Let's extract substantive content:
Paragraphs:
"The Opportunity FutureSight is seeking a Co-Founder & CEO to lead Concordance, an AI-native clinical documentation compliance venture. This is a co-founder partnership with meaningful founder equity, not a salaried executive role. Concordance AI audits 100% of healthcare charts in real-time, catches payer-specific gaps before they hit billing, and eliminates the manual QA overhead that costs organizations millions in denials and clawbacks every year. Currently, manual QA teams consume 25%+ of operational labour budgets, yet audit only about 10% of patient charts, leaving organizations massively exposed."
Then "Market Context We Didn't Just Build a Thesis; We Validated It Directly With The Market. We Have Spoken Directly With Compliance Directors, QA Leaders, And Revenue Cycle Directors Across Behavioural Health Organizations. The Market Signal Is Incredibly Strong Unprompted Product Pull: Every single lead described the exact product we want to build: a pre-billing, real-time, EHR-integrated flagging layer that checks documentation against payer-specific rules before claims are submitted.Massive Financial Pain: The real pain comes from post-payment recoupments (clawbacks). Buyers cited chronic, aggressive payer audits happening weekly or monthly, with single audit events causing catastrophic losses ranging from $150,000 to $850,000.Budget is NOT the Blocker: Buyers explicitly stated that if the tool integrates cleanly with their EHR and meets a high accuracy bar, securing the budget is not a problem. We are targeting a large, highly fragmented market where revenue cycle teams are increasingly struggling to manage denials at scale. The total addressable market is estimated at $4.0B–$6.0B+, spanning more than 20,000 organizations, including multispecialty groups, behavioural health providers, and health systems. The ROI case is compelling: at current price points, the software can quickly pay for itself by reducing manual auditing labour by an estimated 80–85% while also preventing clawbacks that translate into millions in avoided losses."
Then "About FutureSight FutureSight is a leading venture builder that co-creates world-class software companies with values-driven entrepreneurs from inception to exit. We are a team of founders, operators and designers with experience successfully bringing software to market at scale. You’ll co-create with a proven studio team, led by John Carbrey (4x entrepreneur, $100M ARR), Krista LaRiviere (3x exited, E&Y Top Women Entrepreneur), Alan Smith (Strategyzer co-founder, $120M in products built), Prathna Ramesh (former MD of Maple Leaf Angels, $275M in follow-on capital), and Johnny Tong (0-to-1 builder, acquired by SAP and Stripe) bring a rare combination of operator exits, institutional investing, and AI product depth."
Then "The Partnership Founder equity with meaningful ownership from inceptionPre-seed capital committed by FutureSight for early hires and MVP development, with potential for follow-on fundingVenture building resources, including embedded design, engineering, growth, and fundraising support from day oneInvestor and advisor network across vertical AI and early-stage capital marketsA true co-creation model in which you operate as CEO with FutureSight's cross-functional team as your partner"
Then "What You’ll Own As Co-Founder & CEO, you will set the venture's direction and lead its execution. Strategy — Refine the ICP, pricing model, and product positioningCustomer Development — Lead pilots with compliance and revenue cycle leaders, convert them to paid engagements, and build the go-to-market motionProduct — Partner with the FutureSight product and engineering team to ship V1 and iterate on user feedbackCapital — Lead the seed raise, supported by FutureSight's network and tractionTeam — Recruit and lead the founding team, and establish the cultural foundation of the company"
Then "Co-Founder Profile Previous founding experience at a venture-backed companyDemonstrated success in B2B SaaS or B2B AI go-to-market, including sales and customer engagementFundraising fluency, with the ability to develop investor narratives and close capitalProven ability to attract, develop, and retain top talentClear-eyed understanding of the risks and demands of co-founding a venture-backed companyRCM Domain & Workflow Depth: Deep, operational exposure to healthcare revenue cycle, medical billing, or denial management. You must intuitively understand the operational differences between clinical/coding denials and administrative roadblocks. You are familiar with the fragmented realities of smaller EHR/PM systems and the "band-aid" tech stacks billers use to survive"
We need to format.
We'll create sections:
About the role
with paragraphs covering opportunity description, market context, about FutureSight, partnership.
But maybe split: About the role could be just the opportunity description; About FutureSight could be separate? But we only have headings list: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We could put About FutureSight under About the role as part of description.
Responsibilities: What you'll own (Strategy, Customer Development, Product, Capital, Team) as list.
Requirements/Qualifications/Skills: Co-Founder Profile as list.
Benefits: The Partnership bullet list (founder equity, pre-seed capital, venture building resources, investor network, true co-creation model). Could be Benefits.
We must not repeat content. Ensure we preserve all substantive info.
Let's craft.
HTML fragment:
About the role
The Opportunity FutureSight is seeking a Co-Founder & CEO to lead Concordance, an AI-native clinical documentation compliance venture. This is a co-founder partnership with meaningful founder equity, not a salaried executive role. Concordance AI audits 100% of healthcare charts in real-time, catches payer-specific gaps before they hit billing, and eliminates the manual QA overhead that costs organizations millions in denials and clawbacks every year. Currently, manual QA teams consume 25%+ of operational labour budgets, yet audit only about 10% of patient charts, leaving organizations massively exposed.
Market Context: We validated the thesis directly with the market, speaking with compliance directors, QA leaders, and revenue cycle directors across behavioural health organizations. The market signal is strong: every lead described the exact product we want to build—a pre‑billing, real‑time, EHR‑integrated flagging layer that checks documentation against payer‑specific rules before claims are submitted. Buyers cited chronic, aggressive payer audits happening weekly or monthly, with single audit events causing losses from $150,000 to $850,000. They also stated that if the tool integrates cleanly with their EHR and meets a high accuracy bar, securing budget is not a problem. We target a large, fragmented market where revenue cycle teams struggle to manage denials at scale. The total addressable market is estimated at $4.0B–$6.0B+, spanning more than 20,000 organizations (multispecialty groups, behavioural health providers, health systems). The ROI case is compelling: at current price points the software can pay for itself by reducing manual auditing labour by an estimated 80–85% while preventing clawbacks that translate into millions in avoided losses.
About FutureSight: FutureSight is a leading venture builder that co‑creates world‑class software companies with values‑driven entrepreneurs from inception to exit. The team includes founders, operators, and designers with a track record of bringing software to market at scale. You’ll co‑create with a proven studio team led by John Carbrey (4x entrepreneur, $100M ARR), Krista LaRiviere (3x exited, E&Y Top Women Entrepreneur), Alan Smith (Strategyzer co‑founder, $120M in products built), Prathna Ramesh (former MD of Maple Leaf Angels, $275M in follow‑on capital), and Johnny Tong (0‑to‑1 builder, acquired by SAP and Stripe), bringing operator exits, institutional investing, and AI product depth.
The Partnership: Founder equity with meaningful ownership from inception; pre‑seed capital committed by FutureSight for early hires and MVP development, with potential for follow‑on funding; venture‑building resources (embedded design, engineering, growth, and fundraising support from day one); investor and advisor network across vertical AI and early‑stage capital markets; a true co‑creation model in which you operate as CEO with FutureSight's cross‑functional team as your partner.
Then Responsibilities:
Responsibilities
- Strategy — Refine the ICP, pricing model, and product positioning
- Customer Development — Lead pilots with compliance and revenue cycle leaders, convert them to paid engagements, and build the go‑to‑market motion
- Product — Partner with the FutureSight product and engineering team to ship V1 and iterate on user feedback
- Capital — Lead the seed raise, supported by FutureSight's network and traction
- Team — Recruit and lead the founding team, and establish the cultural foundation of the company
Then Requirements (or Qualifications/Skills). We could combine into one section Requirements, but we have both Requirements and Qualifications and Skills headings available. We need to decide. The posting has a Co-Founder Profile list. We could put that under Requirements. Or we could split into Qualifications and Skills. But we should not create thin sections. Better to have one section Requirements that includes all. Use - .
Thus:
Requirements
- Previous founding experience at a venture‑backed company
- Demonstrated success in B2B SaaS or B2B AI go‑to‑market, including sales and customer engagement
- Fundraising fluency, with the ability to develop investor narratives and close capital
for prose. We need to ensure we don't create empty sections. Let's extract substantive content: Paragraphs: "The Opportunity FutureSight is seeking a Co-Founder & CEO to lead Concordance, an AI-native clinical documentation compliance venture. This is a co-founder partnership with meaningful founder equity, not a salaried executive role. Concordance AI audits 100% of healthcare charts in real-time, catches payer-specific gaps before they hit billing, and eliminates the manual QA overhead that costs organizations millions in denials and clawbacks every year. Currently, manual QA teams consume 25%+ of operational labour budgets, yet audit only about 10% of patient charts, leaving organizations massively exposed." Then "Market Context We Didn't Just Build a Thesis; We Validated It Directly With The Market. We Have Spoken Directly With Compliance Directors, QA Leaders, And Revenue Cycle Directors Across Behavioural Health Organizations. The Market Signal Is Incredibly Strong Unprompted Product Pull: Every single lead described the exact product we want to build: a pre-billing, real-time, EHR-integrated flagging layer that checks documentation against payer-specific rules before claims are submitted.Massive Financial Pain: The real pain comes from post-payment recoupments (clawbacks). Buyers cited chronic, aggressive payer audits happening weekly or monthly, with single audit events causing catastrophic losses ranging from $150,000 to $850,000.Budget is NOT the Blocker: Buyers explicitly stated that if the tool integrates cleanly with their EHR and meets a high accuracy bar, securing the budget is not a problem. We are targeting a large, highly fragmented market where revenue cycle teams are increasingly struggling to manage denials at scale. The total addressable market is estimated at $4.0B–$6.0B+, spanning more than 20,000 organizations, including multispecialty groups, behavioural health providers, and health systems. The ROI case is compelling: at current price points, the software can quickly pay for itself by reducing manual auditing labour by an estimated 80–85% while also preventing clawbacks that translate into millions in avoided losses." Then "About FutureSight FutureSight is a leading venture builder that co-creates world-class software companies with values-driven entrepreneurs from inception to exit. We are a team of founders, operators and designers with experience successfully bringing software to market at scale. You’ll co-create with a proven studio team, led by John Carbrey (4x entrepreneur, $100M ARR), Krista LaRiviere (3x exited, E&Y Top Women Entrepreneur), Alan Smith (Strategyzer co-founder, $120M in products built), Prathna Ramesh (former MD of Maple Leaf Angels, $275M in follow-on capital), and Johnny Tong (0-to-1 builder, acquired by SAP and Stripe) bring a rare combination of operator exits, institutional investing, and AI product depth." Then "The Partnership Founder equity with meaningful ownership from inceptionPre-seed capital committed by FutureSight for early hires and MVP development, with potential for follow-on fundingVenture building resources, including embedded design, engineering, growth, and fundraising support from day oneInvestor and advisor network across vertical AI and early-stage capital marketsA true co-creation model in which you operate as CEO with FutureSight's cross-functional team as your partner" Then "What You’ll Own As Co-Founder & CEO, you will set the venture's direction and lead its execution. Strategy — Refine the ICP, pricing model, and product positioningCustomer Development — Lead pilots with compliance and revenue cycle leaders, convert them to paid engagements, and build the go-to-market motionProduct — Partner with the FutureSight product and engineering team to ship V1 and iterate on user feedbackCapital — Lead the seed raise, supported by FutureSight's network and tractionTeam — Recruit and lead the founding team, and establish the cultural foundation of the company" Then "Co-Founder Profile Previous founding experience at a venture-backed companyDemonstrated success in B2B SaaS or B2B AI go-to-market, including sales and customer engagementFundraising fluency, with the ability to develop investor narratives and close capitalProven ability to attract, develop, and retain top talentClear-eyed understanding of the risks and demands of co-founding a venture-backed companyRCM Domain & Workflow Depth: Deep, operational exposure to healthcare revenue cycle, medical billing, or denial management. You must intuitively understand the operational differences between clinical/coding denials and administrative roadblocks. You are familiar with the fragmented realities of smaller EHR/PM systems and the "band-aid" tech stacks billers use to survive" We need to format. We'll create sections:
About the role
with paragraphs covering opportunity description, market context, about FutureSight, partnership. But maybe split: About the role could be just the opportunity description; About FutureSight could be separate? But we only have headings list: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. We could put About FutureSight under About the role as part of description. Responsibilities: What you'll own (Strategy, Customer Development, Product, Capital, Team) as list. Requirements/Qualifications/Skills: Co-Founder Profile as list. Benefits: The Partnership bullet list (founder equity, pre-seed capital, venture building resources, investor network, true co-creation model). Could be Benefits. We must not repeat content. Ensure we preserve all substantive info. Let's craft. HTML fragment:About the role
The Opportunity FutureSight is seeking a Co-Founder & CEO to lead Concordance, an AI-native clinical documentation compliance venture. This is a co-founder partnership with meaningful founder equity, not a salaried executive role. Concordance AI audits 100% of healthcare charts in real-time, catches payer-specific gaps before they hit billing, and eliminates the manual QA overhead that costs organizations millions in denials and clawbacks every year. Currently, manual QA teams consume 25%+ of operational labour budgets, yet audit only about 10% of patient charts, leaving organizations massively exposed.
Market Context: We validated the thesis directly with the market, speaking with compliance directors, QA leaders, and revenue cycle directors across behavioural health organizations. The market signal is strong: every lead described the exact product we want to build—a pre‑billing, real‑time, EHR‑integrated flagging layer that checks documentation against payer‑specific rules before claims are submitted. Buyers cited chronic, aggressive payer audits happening weekly or monthly, with single audit events causing losses from $150,000 to $850,000. They also stated that if the tool integrates cleanly with their EHR and meets a high accuracy bar, securing budget is not a problem. We target a large, fragmented market where revenue cycle teams struggle to manage denials at scale. The total addressable market is estimated at $4.0B–$6.0B+, spanning more than 20,000 organizations (multispecialty groups, behavioural health providers, health systems). The ROI case is compelling: at current price points the software can pay for itself by reducing manual auditing labour by an estimated 80–85% while preventing clawbacks that translate into millions in avoided losses.
About FutureSight: FutureSight is a leading venture builder that co‑creates world‑class software companies with values‑driven entrepreneurs from inception to exit. The team includes founders, operators, and designers with a track record of bringing software to market at scale. You’ll co‑create with a proven studio team led by John Carbrey (4x entrepreneur, $100M ARR), Krista LaRiviere (3x exited, E&Y Top Women Entrepreneur), Alan Smith (Strategyzer co‑founder, $120M in products built), Prathna Ramesh (former MD of Maple Leaf Angels, $275M in follow‑on capital), and Johnny Tong (0‑to‑1 builder, acquired by SAP and Stripe), bringing operator exits, institutional investing, and AI product depth.
The Partnership: Founder equity with meaningful ownership from inception; pre‑seed capital committed by FutureSight for early hires and MVP development, with potential for follow‑on funding; venture‑building resources (embedded design, engineering, growth, and fundraising support from day one); investor and advisor network across vertical AI and early‑stage capital markets; a true co‑creation model in which you operate as CEO with FutureSight's cross‑functional team as your partner.
Then Responsibilities:Responsibilities
- Strategy — Refine the ICP, pricing model, and product positioning
- Customer Development — Lead pilots with compliance and revenue cycle leaders, convert them to paid engagements, and build the go‑to‑market motion
- Product — Partner with the FutureSight product and engineering team to ship V1 and iterate on user feedback
- Capital — Lead the seed raise, supported by FutureSight's network and traction
- Team — Recruit and lead the founding team, and establish the cultural foundation of the company
- .
Thus:
Requirements
- Previous founding experience at a venture‑backed company
- Demonstrated success in B2B SaaS or B2B AI go‑to‑market, including sales and customer engagement
- Fundraising fluency, with the ability to develop investor narratives and close capital