The tools are starting to look alike. The foundations aren't.
On the surface, every vendor in this space is showing you the same thing: a chat box, MedTech-flavored, with confident answers. The differences are underneath – in the rigor of the knowledge, in the quality of interpretation and action, in what the system refuses to invent, and whether the answer can survive a compliance review. Here's the honest read.
Five things that actually make ShakeIQ different.
You can get a chatbot, a content search, or a CRM add-on almost anywhere. Here's what only shows up when the product is built for MedTech commercial work from the ground up.
Answers cited to your approved content.
Every answer points to the IFU, clinical study, SOP, or service bulletin behind it – with source, revision date, and approver visible. No invented numbers. No "plausible" claims. If it's not approved, it's not an answer.
It says "I don't know."
When the approved answer isn't in your content, ShakeIQ says so – and captures the gap for whoever owns it. Safe in front of a physician. Safe in a compliance audit. No hallucinations dressed up as confidence.
It does the work, not just suggests it.
Updates the CRM, drafts the follow-up, logs the visit, opens the service ticket, routes the field question to the right SME. The AI actually moves the work forward – it doesn't just tell you what someone else should do.
On a phone, in the moment.
The app lives where the work happens – on a phone, between cases, on a service call, in an OR corridor. Not a desktop tool you log into on Monday morning to catch up on what you should have captured last week.
Built for regulated hardware, in the moment.
IFUs, clinical evidence, service bulletins, sales collateral, SOPs – ingested with the type, approval state, and role rules that MedTech actually runs on. Compliance ensured in real time, not bolted on at the end.
Keep your current tools. Skip their AI bolt-ons.
Your existing vendors are walking in with AI on top of the tools you already own. The relationship is there, so saying yes feels easy – but AI isn't just another feature, it's a different class of technology. Trusting a vendor with your CRM doesn't mean you should trust them with your AI layer. Keep what they're good at, and let ShakeIQ do the AI part.
ShakeIQ vs. the usual shortlist.
Generic buckets, not named competitors. If you want a side-by-side with a specific product, we're happy to do that in a call.
| Feature | ShakeIQ | General AI chat | Sales intel + AI | Content library + AI | CRM + AI | DIY build |
|---|---|---|---|---|---|---|
| Governed knowledge | ||||||
| Ingests IFUs, clinical evidence, SOPs, service bulletins | ✓ | – | Partial | Partial | – | Depends |
| Answers cited to your approved content (source, revision, approver) | ✓ | – | – | Partial | – | Depends |
| Says "I don't know" instead of inventing an answer | ✓ | – | – | – | – | Depends |
| Compliance ensured in real time, MedTech specific | ✓ | – | – | – | Partial | Depends |
| Customer data never trains shared models | ✓ | – | Varies | ✓ | Varies | ✓ |
| Built for the field moment | ||||||
| Works on a phone, in the flow of the visit | ✓ | ✓ | Partial | Partial | Partial | Depends |
| Covers sales, clinical, and service in one app | ✓ | ✓ | – | Partial | – | Depends |
| Executes tasks, not just recommends them | ✓ | – | Partial | – | Partial | Depends |
| Real visibility into field activity for HQ | ✓ | – | Partial | – | Partial | Depends |
| Deployed, adopted, trusted | ||||||
| Works across your existing systems (CRM, content library, enablement) | ✓ | – | Partial | Partial | Partial | ✓ |
| Customized to your content, workflows, and roles | ✓ | – | Partial | Partial | Partial | ✓ |
| Deploys in days, not months | ✓ | ✓ | Partial | – | – | – |
| Reps and specialists actually use it, every day | ✓ | Partial | Partial | – | – | Depends |
| Enterprise security baseline (SSO, encryption at rest & in transit, full audit trail) | ✓ | Varies | ✓ | ✓ | ✓ | You build it |
The three things underneath all of it.
You can't buy the above by assembling pieces. It comes from three foundations working together.
Governed content fabric
A knowledge layer that ingests MedTech content with type, approval state, and role awareness – so the answer a rep sees is the current, approved one, not the draft, the archived version, or someone's guess.
Semantic, cited reasoning
An AI engine that reasons over your content and cites every claim back to source – so answers are defensible in front of a physician, a regulator, or your own compliance team.
Closed-loop field execution
A mobile-first app and a leadership layer that together turn every field moment into structured signal – and every leadership decision back into the next day's prep for the field.
Questions teams ask on the shortlist call.
Click a question to see how we'd answer it.
No. ShakeIQ sits alongside what you already run. We read from your CRM, content library, and enablement stack, and we write back into them – so reps stop double-entering, HQ stops losing signal, and you don't have to rip anything out. If you're happy with your CRM or content library, keep it.
General AI is good at sounding right. ShakeIQ is built to be right – and to prove it. Every answer is cited to your approved content, with source, revision date, and approver visible. When the approved answer isn't there, ShakeIQ says "I don't know" and captures the gap. That trade-off – bounded reasoning in exchange for defensibility – is the whole point for regulated MedTech commercial work.
CRM AI is usually about making the CRM easier to use – summarizing an account, drafting a note, flagging a stale opportunity. ShakeIQ is about what happens outside the CRM: the site visit, the OR corridor, the service call, the question a physician just asked. We then write the structured result back into the CRM so the CRM stays clean without the rep having to type it in.
A content library with AI search helps you find a document. ShakeIQ gives you an answer – synthesized across IFUs, clinical evidence, SOPs, service bulletins, and internal Q&A – with citations back to the source documents. Finding the PDF is not the hard part. Being able to read, synthesize, and defend the answer inside the PDF, in front of a physician, in 15 seconds, is.
Because most MedTech teams looking at AI are weighing a category, not a specific product, and the category is where the real differences sit. If you want a side-by-side with a specific product on your shortlist, we'll happily do that in a call – we just don't find it useful to do it on a marketing page.
They could build parts of it, and many have tried. Where in-house builds tend to stall is the combination: governed content ingestion + role-aware answers + real-time compliance + a mobile app reps will actually use + a leadership layer that ties it together + enterprise security controls. By the time an in-house team has built five of those six, the vendor options have shipped two more.
Days, not months, for the knowledge layer – you upload a content pack, we govern it, your team starts asking questions. Full Frontline rollout depends on how many roles, how many markets, and how much CRM/enablement integration you want in v1. We'll give you a real number on a scoping call, not a marketing one.
Your content is tenanted to you. Customer data never trains shared models. ShakeIQ operates with high-criticality enterprise security, with SSO, role-based access, encryption at rest and in transit, and a full audit trail of every answer and action. More detail on the Security & Trust page – and happy to route your InfoSec team straight to our security lead.
Common story. ShakeIQ is designed to layer on top, not to force a rip-and-replace. Most teams start by pointing Veridian at the content the existing tool struggles with, and Frontline at the moments the existing tool doesn't reach – and go from there. Come talk to us before you renew.
Whoever feels the pain most sharply. Usually that's a VP of Commercial, a Head of Sales Enablement, a Medical Affairs lead, or a Chief Commercial Officer. Procurement, IT, and InfoSec come in fast, and we're set up for that. If you're not sure, our team will help you get the right people in the room.
Bring us your hardest question.
The fastest way to understand how ShakeIQ is different is to point it at your own content, ask your own hardest question, and see what comes back – with citations. Fifteen minutes, live.