pronix.ai Strategy Practice
Enterprise AI & CX advisory
Our Strategy Practice is a small team of former CIOs, transformation partners and product leaders who help executive teams turn AI ambition into a delivery plan. We write for the boardroom, sit in the war room, and stay through go-live.
- AI operating model & governance
- Buy-vs-build frameworks
- CCaaS platform selection
- Executive readiness workshops
Published perspectives
Why the market doesn't believe BPO AI yet — the TTEC vs. TaskUs signal
Two years into the copilot era, the equity market has done what analyst decks won't: separated BPO AI narratives from BPO AI outcomes. TTEC's margin compression and dividend suspension, TaskUs's $16.50/share take-private at a multi-year low, and the widening EBITDA-vs-multiple gap across the sector all say the same thing — copilots didn't move the P&L. This is the case for treating agentic delivery as an operating-model decision, not a productivity story.
Buy-vs-build in the age of foundation models
The old buy-vs-build math assumed software was expensive to build and cheap to buy. Foundation models flipped both sides. Here is the framework we take into every architecture review — and the three questions that decide it every time.
Data-Cloud-first CX
The center of gravity in enterprise CX is moving from the CCaaS to the customer data cloud. Agentic AI accelerates that shift — and it changes who owns the roadmap, who signs off on platform selection and where the next generation of CX budget lands.
The agentic BPO reset — what the 2026 Maturity Benchmark says the winners actually did
Every US BPO now has an 'AI story'. The 2026 Enterprise BPO Agentic AI Maturity Benchmark — scoring 22 providers across delivery, governance, workforce and commercial dimensions — says a much smaller number have an agentic delivery model. This is what the benchmark data actually shows, and what enterprise buyers should read out of it before writing their next RFP.
Case studies
Cutting claim-triage cycle time by 62% at a top-5 US health insurer
A top-5 US health insurer was drowning in claim-triage backlog during open enrollment. pronix.ai designed and shipped an agentic triage workflow that took cycle time from 11 minutes to under 4, tripled throughput, and stayed inside healthcare and CMS auditability guardrails throughout.
GxP-safe medical information contact center for a global life-sciences company — modernized in one quarter
A global life-sciences company needed to modernize its medical information contact center without breaking GxP audit posture or adverse-event reporting SLAs. pronix.ai implemented Genesys Cloud CX with Veeva Vault integration and a validated deployment pipeline — 27% AHT reduction and clean audits.
92 dialog flows migrated with zero client-facing outage at an investment management firm
An investment management firm needed off Five9 IVA before a licensing cliff and wanted its 92 dialog flows on Kore.ai Agent Platform without disturbing SEC/FINRA-audited call recording or advisor workflows. pronix.ai migrated in 14 weeks with zero client-facing outage.
Omnichannel conversational AI at a large healthcare provider — one bot across voice, web, SMS and app
A large healthcare provider was maintaining four separate bot stacks across voice, web, SMS and the MyChart app — with drifting answers and duplicated compliance reviews. pronix.ai consolidated to a single omnichannel conversational AI on Kore.ai with 44% containment and one review cycle.
Retail banking self-service at a regional bank — conversational AI across servicing journeys
A regional bank wanted to move balance, transfer, card-controls and dispute-intake calls to self-service without hurting NPS or falling out of FFIEC posture. pronix.ai deployed Kore.ai Agent Platform on voice and mobile — 36% containment and clean audit.
AI for HR — conversational AI for employee self-service at a Fortune 500
A Fortune 500 wanted to give 88,000 employees a single HR assistant across Teams and the intranet — policy Q&A, PTO, benefits and case creation grounded on the sanctioned policy set. pronix.ai delivered 58% ticket deflection from the HR service desk.
33% AHT reduction on eligibility calls at a Medicaid MCO — contact center modernization
A state Medicaid MCO was running eligibility and enrollment on an aging Cisco estate with no agent assist and a queue of state audit findings. pronix.ai moved them to Genesys Cloud with Kore.ai agent assist and Health Cloud integration — 33% AHT reduction, clean audits, and a modernization path for the rest of the estate.
4-minute fraud case cycle at a regional bank — agentic triage with human-in-the-loop
A regional bank's fraud triage was 22 minutes per case with a rising backlog and inconsistent customer messaging. pronix.ai shipped an Agentforce triage workflow on Financial Services Cloud with Amazon Connect voice — case cycle down to four minutes with a HITL step on every decision.
71% self-service on NDAs and vendor reviews — enterprise legal intake with copilot workflows
A Fortune 500 legal team was drowning in NDA, vendor review and privacy DSAR intake tickets. pronix.ai deployed Microsoft Copilot Studio in Teams with SharePoint-grounded playbooks and ServiceNow Legal case creation — 71% of requests handled without a lawyer touching them.
32% forecast-accuracy gain for a top-10 BPO — AI-driven workforce management
A top-10 BPO's staffing model was rebuilt every Monday in spreadsheets and always wrong by Wednesday. pronix.ai shipped an AI forecasting engine with intraday re-optimization across 60 sites — 32% forecast-accuracy improvement, 9% shrinkage reduction and $11M in avoided overstaffing.
9-day loan decision at a regional bank — agentic origination for small business
A regional bank was losing small business loans to fintechs because their decision cycle ran 21 days. pronix.ai deployed an agentic origination workflow with fair-lending guardrails and underwriter-in-the-loop — decisions in 9 days, 2.6x underwriter throughput and zero fair-lending findings.
47% faster denial resolution at a multi-hospital system — RCM workqueue automation
A multi-hospital health system had $34M in denied and underpaid claims stuck in manual workqueues, with an average 23-day resolution cycle. pronix.ai deployed an agentic RCM workqueue that classified denials, drafted appeals, gathered evidence and tracked status — cutting resolution time by 47% and recovering $11M in the first year.
Unified patient-services concierge handles 52% of inquiries without a live agent
Patients were calling separate numbers for scheduling, billing, pharmacy and portal help — and getting different answers. pronix.ai built a unified patient-services concierge on voice and chat that authenticated once, reasoned across Epic and Health Cloud, and resolved 52% of inquiries without a live agent.
72% straight-through prior authorizations at an 11-hospital system — agentic RCM
An 11-hospital IDN was losing scheduled procedures to prior-auth delays and paying overtime to clear a growing backlog. pronix.ai deployed a multi-agent prior-auth system that read the order, pulled clinical evidence, matched payer policy and submitted through Availity or payer portals — 72% of authorizations completed straight-through with turnaround compressed from six days to under 24 hours.
Nurse triage and discharge copilot cuts length of stay 0.6 days at a 9-hospital system
A regional health system was holding patients an extra half-day on average due to discharge coordination gaps and after-hours triage bottlenecks. pronix.ai deployed a clinician-in-the-loop nurse triage and discharge copilot integrated with Epic — length of stay dropped 0.6 days, discharges before noon rose 46%, and nurses reclaimed 90 minutes per shift on documentation and coordination work.
34% underwriting cycle-time reduction at a commercial insurer — agentic submissions triage
A top-15 commercial insurer's underwriters spent 60% of their day sorting broker submissions instead of pricing risk. pronix.ai deployed an agentic submissions triage workflow with appetite-fit scoring — cycle time down 34%, underwriter throughput up 2.1x and every decision traceable to a broker-visible reason.
58% broker submission-to-quote lift at a specialty insurer — GenAI broker portal
A specialty insurer was losing broker mindshare because brokers couldn't tell what business the carrier wanted. pronix.ai built a GenAI broker portal with self-serve appetite guidance and instant preliminary indications — 58% lift in submission-to-quote conversion in two quarters.
82% prior-authorization touchless rate at a national payer — clinical-safe AI automation
Prior authorization was a 6-day process that cost the payer $92M annually and drove providers to public complaint. pronix.ai automated the clinical-review workflow with clinician-in-the-loop — 82% touchless approvals, 4-hour turnaround and full CMS interoperability rule alignment.
58% ticket deflection on the IT service desk at a global manufacturer
A global manufacturer's IT service desk was buried under repetitive password, access and how-do-I tickets across 34 countries. pronix.ai launched an agentic AI service desk on Kore.ai integrated with ServiceNow and Entra ID — 58% of tickets resolved without a human, MTTR on Tier-1 issues down from 42 minutes to under 4, and a 24/7 multilingual experience inside Microsoft Teams.
Access provisioning from 3 days to 11 minutes at a Fortune 500
A Fortune 500's access-request workflow took 3 business days on average and produced a chronic tail of standing, over-privileged entitlements auditors kept flagging. pronix.ai built an agentic provisioning workflow that resolves standard requests in 11 minutes, applies least-privilege by default, and gave the SOX team a clean audit for the first time in four years.